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Albert Y. Zomaya
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- affiliation: University of Sydney, Australia
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2020 – today
- 2025
- [j582]Wael Issa, Nour Moustafa, Benjamin P. Turnbull
, Nasrin Sohrabi, Zahir Tari, Albert Y. Zomaya
:
VIFL: vulnerability identification using federated learning in the internet of things systems. Computing 107(1): 8 (2025) - [j581]Weitao Zou, Wei Li, Zeyu Wang, Jiaming Pei
, Tongtong Lou, Guangsheng Chen, Weipeng Jing, Albert Y. Zomaya
:
Efficient distributed matrix for resolving computational intensity in remote sensing. Future Gener. Comput. Syst. 166: 107644 (2025) - [j580]Xiaoding Wang
, Haitao Zeng, Xu Yang, Jiwu Shu, Qibin Wu
, Youxiong Que
, Xuechao Yang
, Xun Yi
, Ibrahim Khalil, Albert Y. Zomaya
:
Remote sensing revolutionizing agriculture: Toward a new frontier. Future Gener. Comput. Syst. 166: 107691 (2025) - [j579]Shashank Sheshar Singh
, Sumit Kumar
, Sunil Kumar Meena, Kuldeep Singh, Shivansh Mishra, Albert Y. Zomaya
:
Quantum social network analysis: Methodology, implementation, challenges, and future directions. Inf. Fusion 117: 102808 (2025) - [j578]Yangyang Li, Xinyue Sun, Renyu Yang, Xiaoyang Sun, Shiru Chen, Shuhai Wang, Md. Zakirul Alam Bhuiyan, Albert Y. Zomaya
, Jie Xu:
GNNRI: detecting anomalous social network users through heterogeneous information networks and user relevance exploration. Int. J. Mach. Learn. Cybern. 16(4): 2297-2314 (2025) - [j577]Hania Mohamed
, Nickolaos Koroniotis
, Nour Moustafa
, Francesco Schiliro
, Albert Y. Zomaya
:
Harnessing Federated Learning for Digital Forensics in IoT: A Survey and Introduction to the IoT-LF Framework. IEEE Open J. Commun. Soc. 6: 3161-3191 (2025) - [j576]Xiaohai Dai
, Wei Li
, Guanxiong Wang, Jiang Xiao
, Haoyang Chen
, Shufei Li
, Albert Y. Zomaya
, Hai Jin
:
Remora: A Low-Latency DAG-Based BFT Through Optimistic Paths. IEEE Trans. Computers 74(1): 57-70 (2025) - [j575]Liang Zhao
, Chaojin Mao
, Shaohua Wan
, Ammar Hawbani
, Ahmed Yassin Al-Dubai
, Geyong Min
, Albert Y. Zomaya
:
CAST: Efficient Traffic Scenario Inpainting in Cellular Vehicle-to-Everything Systems. IEEE Trans. Mob. Comput. 24(3): 2331-2345 (2025) - [c359]Feng Lu, Yuxiang Hou, Wei Li, Xiangying Yang, Haibo Zheng, Wenxi Luo, Leqing Chen, Yuyang Cao, Xiaofei Liao, Yu Zhang, Fan Yang, Albert Y. Zomaya, Hai Jin:
NaFV-Net: An Adversarial Four-view Network for Mammogram Classification. AAAI 2025: 28213-28221 - [c358]Tianming Zhao, Chunqiu Xia, Xiaomin Chang, Chunhao Li, Wei Li, Albert Y. Zomaya:
Competitive Fair Scheduling with Predictions. ICLR 2025 - [c357]Chamara Madarasingha, Thilini Dahanayaka, Kanchana Thilakarathna, Suranga Seneviratne, Young Choon Lee, Salil S. Kanhere, Albert Y. Zomaya
, Aruna Seneviratne, Phil Ridley:
Demo: P4 Based In-network ML with Federated Learning to Secure and Slice IoT Networks. WoWMoM 2025: 304-306 - [i59]Seunghyun Lee, Omid Tavallaie, Shuaijun Chen, Kanchana Thilakarathna, Suranga Seneviratne, Adel Nadjaran Toosi, Albert Y. Zomaya:
Personalizing Federated Learning for Hierarchical Edge Networks with Non-IID Data. CoRR abs/2504.08872 (2025) - [i58]Xiaohai Dai, Chaozheng Ding, Wei Li, Jiang Xiao, Bolin Zhang, Chen Yu, Albert Y. Zomaya, Hai Jin:
Falcon: Advancing Asynchronous BFT Consensus for Lower Latency and Enhanced Throughput. CoRR abs/2504.12766 (2025) - 2024
- [j574]Yutao Dou, Wei Li, Yangtao Zheng, Xiaojun Yao, Huanxiang Liu, Albert Y. Zomaya, Shaoliang Peng:
Quick-MIMIC: A Multimodal Data Extraction Pipeline for MIMIC with Parallelization. Big Data Min. Anal. 7(4): 1333-1346 (2024) - [j573]Raiha Tallat
, Ammar Hawbani
, Xingfu Wang
, Ahmed Al-Dubai
, Liang Zhao
, Zhi Liu
, Geyong Min
, Albert Y. Zomaya
, Saeed Hamood Alsamhi
:
Navigating Industry 5.0: A Survey of Key Enabling Technologies, Trends, Challenges, and Opportunities. IEEE Commun. Surv. Tutorials 26(2): 1080-1126 (2024) - [j572]Na Hu, Dafang Zhang, Kun Xie, Wei Liang
, Kuan-Ching Li, Albert Y. Zomaya
:
Dynamic multi-scale spatial-temporal graph convolutional network for traffic flow prediction. Future Gener. Comput. Syst. 158: 323-332 (2024) - [j571]M. Reza HoseinyFarahabady
, Albert Y. Zomaya
:
Power-Aware CPU Cap Mechanism in Serverless Computing Environments. IEEE Internet Comput. 28(6): 29-36 (2024) - [j570]Sisi Zhou
, Kuanching Li
, Yuxiang Chen, Ce Yang
, Wei Liang
, Albert Y. Zomaya
:
TrustBCFL: Mitigating Data Bias in IoT Through Blockchain-Enabled Federated Learning. IEEE Internet Things J. 11(15): 25648-25662 (2024) - [j569]Shuiguang Deng
, Hailiang Zhao
, Binbin Huang
, Cheng Zhang
, Feiyi Chen
, Yinuo Deng, Jianwei Yin, Schahram Dustdar
, Albert Y. Zomaya
:
Cloud-Native Computing: A Survey From the Perspective of Services. Proc. IEEE 112(1): 12-46 (2024) - [j568]Qilin Hu
, Yan Ding
, Chubo Liu
, Keqin Li
, Kenli Li
, Albert Y. Zomaya
:
CBANA: A Lightweight, Efficient, and Flexible Cache Behavior Analysis Framework. IEEE Trans. Computers 73(9): 2262-2274 (2024) - [j567]Liang Zhao
, Tianyu Li
, Guiying Meng
, Ammar Hawbani
, Geyong Min
, Ahmed Yassin Al-Dubai
, Albert Y. Zomaya
:
Novel Lagrange Multipliers-Driven Adaptive Offloading for Vehicular Edge Computing. IEEE Trans. Computers 73(12): 2868-2881 (2024) - [j566]Yongkai Fan
, Binyuan Xu
, Linlin Zhang
, Gang Tan
, Shui Yu
, Kuan-Ching Li
, Albert Y. Zomaya
:
psvCNN: A Zero-Knowledge CNN Prediction Integrity Verification Strategy. IEEE Trans. Cloud Comput. 12(2): 359-369 (2024) - [j565]Victoria Huang
, Gang Chen
, Xingquan Zuo
, Albert Y. Zomaya
, Nasrin Sohrabi
, Zahir Tari
, Qiang Fu
:
Request Dispatching Over Distributed SDN Control Plane: A Multiagent Approach. IEEE Trans. Cybern. 54(5): 3211-3224 (2024) - [j564]Thar Baker
, Tong Li
, Jingyu Jia
, Baolei Zhang
, Chang Tan
, Albert Y. Zomaya
:
Poison-Tolerant Collaborative Filtering Against Poisoning Attacks on Recommender Systems. IEEE Trans. Dependable Secur. Comput. 21(5): 4589-4599 (2024) - [j563]Weiwei Lin
, Songbo Wang
, Wentai Wu
, Dongdong Li
, Albert Y. Zomaya
:
HybridAD: A Hybrid Model-Driven Anomaly Detection Approach for Multivariate Time Series. IEEE Trans. Emerg. Top. Comput. Intell. 8(1): 866-878 (2024) - [j562]Wei Liang
, Siqi Xie, Kuan-Ching Li
, Xiong Li
, Xiaoyan Kui
, Albert Y. Zomaya
:
MC-DSC: A Dynamic Secure Resource Configuration Scheme Based on Medical Consortium Blockchain. IEEE Trans. Inf. Forensics Secur. 19: 3525-3538 (2024) - [j561]Liang Zhao
, Hui Qian
, Ammar Hawbani
, Ahmed Yassin Al-Dubai
, Zhiyuan Tan
, Keping Yu
, Albert Y. Zomaya
:
Overtaking Feasibility Prediction for Mixed Connected and Connectionless Vehicles. IEEE Trans. Intell. Transp. Syst. 25(10): 15065-15080 (2024) - [j560]Jing Li
, Song Guo
, Weifa Liang
, Quan Chen
, Zichuan Xu
, Wenzheng Xu
, Albert Y. Zomaya
:
Digital Twin-Assisted, SFC-Enabled Service Provisioning in Mobile Edge Computing. IEEE Trans. Mob. Comput. 23(1): 393-408 (2024) - [j559]Jiaxin Zhang
, Liang Zhao
, Keping Yu
, Geyong Min
, Ahmed Yassin Al-Dubai
, Albert Y. Zomaya
:
A Novel Federated Learning Scheme for Generative Adversarial Networks. IEEE Trans. Mob. Comput. 23(5): 3633-3649 (2024) - [j558]Liang Zhao
, Enchao Zhang
, Shaohua Wan
, Ammar Hawbani
, Ahmed Yassin Al-Dubai
, Geyong Min
, Albert Y. Zomaya
:
MESON: A Mobility-Aware Dependent Task Offloading Scheme for Urban Vehicular Edge Computing. IEEE Trans. Mob. Comput. 23(5): 4259-4272 (2024) - [j557]Quan Chen
, Song Guo
, Kaijia Wang
, Wenchao Xu
, Jing Li
, Zhipeng Cai
, Hong Gao
, Albert Y. Zomaya
:
Towards Real-Time Inference Offloading With Distributed Edge Computing: The Framework and Algorithms. IEEE Trans. Mob. Comput. 23(7): 7552-7571 (2024) - [j556]Huanqi Yang
, Di Duan
, Hongbo Liu
, Chengwen Luo
, Yuezhong Wu, Wei Li
, Albert Y. Zomaya
, Linqi Song
, Weitao Xu
:
Scenario-Adaptive Key Establishment Scheme for LoRa-Enabled IoV Communications. IEEE Trans. Mob. Comput. 23(12): 12998-13014 (2024) - [j555]Fang Shi
, Weiwei Lin
, Xiumin Wang
, Keqin Li
, Albert Y. Zomaya
:
The Analysis and Optimization of Volatile Clients in Over-the-Air Federated Learning. IEEE Trans. Mob. Comput. 23(12): 13144-13157 (2024) - [j554]Jun Wang
, Chang Tang
, Zhiguo Wan
, Wei Zhang
, Kun Sun
, Albert Y. Zomaya
:
Efficient and Effective One-Step Multiview Clustering. IEEE Trans. Neural Networks Learn. Syst. 35(9): 12224-12235 (2024) - [j553]Hailiang Zhao
, Shuiguang Deng
, Zhengzhe Xiang
, Xueqiang Yan, Jianwei Yin, Schahram Dustdar
, Albert Y. Zomaya
:
Scheduling Multi-Server Jobs With Sublinear Regrets via Online Learning. IEEE Trans. Serv. Comput. 17(3): 1168-1180 (2024) - [j552]Huiying Jin
, Pengcheng Zhang
, Hai Dong
, Athman Bouguettaya
, Albert Y. Zomaya
:
Swift and Accurate Mobility-Aware QoS Forecasting for Mobile Edge Environments. IEEE Trans. Serv. Comput. 17(6): 4340-4353 (2024) - [j551]Xu Yang
, Xuechao Yang
, Junwei Luo
, Xun Yi
, Ibrahim Khalil
, Shangqi Lai
, Wei Wu
, Albert Y. Zomaya
:
Towards Sustainable Trust: A Practical SGX Aided Anonymous Reputation System. IEEE Trans. Sustain. Comput. 9(1): 88-99 (2024) - [j550]José Miguel Aragón-Jurado
, Juan Carlos de la Torre
, Patricia Ruiz
, Pedro L. Galindo
, Albert Y. Zomaya
, Bernabé Dorronsoro
:
Automatic Software Tailoring for Optimal Performance. IEEE Trans. Sustain. Comput. 9(3): 464-481 (2024) - [j549]Na Hu
, Wei Liang
, Da-Fang Zhang, Kun Xie
, Kuanching Li
, Albert Y. Zomaya
:
FedGCN: A Federated Graph Convolutional Network for Privacy-Preserving Traffic Prediction. IEEE Trans. Sustain. Comput. 9(6): 925-935 (2024) - [c356]Feng Lu, Wei Li, Yifei Sun, Cheng Song, Yufei Ren, Albert Y. Zomaya:
CGS-Mask: Making Time Series Predictions Intuitive for All. AAAI 2024: 14149-14157 - [c355]Xinwei Ji, Xiaomin Chang, Wei Li, Albert Y. Zomaya:
Unraveling Pain Levels: A Data-Uncertainty Guided Approach for Effective Pain Assessment. AAAI 2024: 22167-22175 - [c354]Mohammad Reza Hoseiny Farahabady, Albert Y. Zomaya:
Geo-Distributed Analytical Streaming Architecture for IoT Platforms. CLUSTER 2024: 263-274 - [c353]Niousha Nazemi, Omid Tavallaie
, Shuaijun Chen, Albert Y. Zomaya
, Ralph Holz
:
Boosting Communication Efficiency of Federated Learning's Secure Aggregation. DSN-S 2024: 157-158 - [c352]MohammadReza HoseinyFarahabady
, Albert Y. Zomaya
:
GPU-Accelerated FDTD Solver for Electromagnetic Differential Equations. ICCS (2) 2024: 354-367 - [c351]Yuepeng Li, Deze Zeng, Lin Gut, Song Guo, Albert Y. Zomaya
:
DNN Partitioning and Assignment for Distributed Inference in SGX Empowered Edge Cloud. ICDCS 2024: 635-644 - [c350]Wentao Gao, Omid Tavallaie
, Shuaijun Chen
, Albert Y. Zomaya
:
Federated Learning as a Service for Hierarchical Edge Networks with Heterogeneous Models. ICSOC (1) 2024: 85-99 - [c349]Shuaijun Chen
, Omid Tavallaie
, Niousha Nazemi
, Albert Y. Zomaya
:
RBLA: Rank-Based-LoRA-Aggregation for Fine-Tuning Heterogeneous Models in FLaaS. ICWS 2024: 47-62 - [c348]M. Reza HoseinyFarahabady, Albert Y. Zomaya:
Controlling Performance Interference in Multi-Tenant Containerized Environments. NCA 2024: 148-155 - [c347]MohammadReza HoseinyFarahabady, Albert Y. Zomaya:
Containerized Data-Flow Processing for Scalable Real-Time Analytics on Edge Devices. PDCAT 2024: 203-215 - [c346]MohammadReza HoseinyFarahabady, Albert Y. Zomaya:
Out-of-Memory GPU Sorting Using Asynchronous CUDA Streams. PDCAT 2024: 248-259 - [c345]MohammadReza HoseinyFarahabady, Albert Y. Zomaya:
I/O Latency Management in Private Cloud Infrastructures. PDCAT 2024: 515-527 - [i57]Niousha Nazemi, Omid Tavallaie, Shuaijun Chen, Albert Y. Zomaya, Ralph Holz:
Boosting Communication Efficiency of Federated Learning's Secure Aggregation. CoRR abs/2405.01144 (2024) - [i56]Zicong Hong, Song Guo, Enyuan Zhou, Wuhui Chen, Huawei Huang, Albert Y. Zomaya:
GriDB: Scaling Blockchain Database via Sharding and Off-Chain Cross-Shard Mechanism. CoRR abs/2407.03750 (2024) - [i55]Wentao Gao, Omid Tavallaie, Shuaijun Chen, Albert Y. Zomaya:
Federated Learning as a Service for Hierarchical Edge Networks with Heterogeneous Models. CoRR abs/2407.20573 (2024) - [i54]Shuaijun Chen, Omid Tavallaie, Niousha Nazemi, Albert Y. Zomaya:
RBLA: Rank-Based-LoRA-Aggregation for Fine-tuning Heterogeneous Models in FLaaS. CoRR abs/2408.08699 (2024) - [i53]Niousha Nazemi, Omid Tavallaie, Anna Maria Mandalari, Hamed Haddadi, Ralph Holz
, Albert Y. Zomaya:
Analysis of DNS Dependencies and their Security Implications in Australia: A Comparative Study of General and Indigenous Populations. CoRR abs/2408.12958 (2024) - [i52]Niousha Nazemi, Omid Tavallaie, Shuaijun Chen, Anna Maria Mandalari, Kanchana Thilakarathna, Ralph Holz, Hamed Haddadi, Albert Y. Zomaya:
ACCESS-FL: Agile Communication and Computation for Efficient Secure Aggregation in Stable Federated Learning Networks. CoRR abs/2409.01722 (2024) - [i51]Omid Tavallaie, Kanchana Thilakarathna, Suranga Seneviratne, Aruna Seneviratne, Albert Y. Zomaya:
SHFL: Secure Hierarchical Federated Learning Framework for Edge Networks. CoRR abs/2409.15067 (2024) - [i50]Shuaijun Chen, Omid Tavallaie, Niousha Nazemi, Xin Chen, Albert Y. Zomaya:
AutoRank: MCDA Based Rank Personalization for LoRA-Enabled Distributed Learning. CoRR abs/2412.15553 (2024) - 2023
- [b4]Javid Taheri
, Schahram Dustdar
, Albert Y. Zomaya
, Shuiguang Deng
:
Edge Intelligence - From Theory to Practice. Springer 2023, ISBN 978-3-031-22154-5, pp. 1-247 - [j548]José Miguel Aragón-Jurado
, Juan Carlos de la Torre
, Javier Jareño, Bernabé Dorronsoro, Albert Y. Zomaya, Patricia Ruiz
:
Neuroevolved bi-directional LSTM applied to zero emission zones management in urban transport. Appl. Soft Comput. 148: 110943 (2023) - [j547]Na Hu
, Dafang Zhang, Kun Xie, Wei Liang
, Kuan-Ching Li
, Albert Y. Zomaya:
Multi-graph fusion based graph convolutional networks for traffic prediction. Comput. Commun. 210: 194-204 (2023) - [j546]Nour Moustafa
, Nickolaos Koroniotis
, Marwa Keshk, Albert Y. Zomaya
, Zahir Tari
:
Explainable Intrusion Detection for Cyber Defences in the Internet of Things: Opportunities and Solutions. IEEE Commun. Surv. Tutorials 25(3): 1775-1807 (2023) - [j545]MohammadReza HoseinyFarahabady
, Javid Taheri
, Albert Y. Zomaya
, Zahir Tari
:
Energy efficient resource controller for Apache Storm. Concurr. Comput. Pract. Exp. 35(17) (2023) - [j544]Mohit Kumar
, Avadh Kishor
, Jitendra Kumar Samariya, Albert Y. Zomaya
:
An Autonomic Workload Prediction and Resource Allocation Framework for Fog-Enabled Industrial IoT. IEEE Internet Things J. 10(11): 9513-9522 (2023) - [j543]Yongkai Fan, Binyuan Xu, Linlin Zhang, Jinbao Song, Albert Y. Zomaya, Kuan-Ching Li
:
Validating the integrity of Convolutional Neural Network predictions based on zero-knowledge proof. Inf. Sci. 625: 125-140 (2023) - [j542]Marwa Keshk, Nickolaos Koroniotis, Nam Pham
, Nour Moustafa
, Benjamin P. Turnbull
, Albert Y. Zomaya
:
An explainable deep learning-enabled intrusion detection framework in IoT networks. Inf. Sci. 639: 119000 (2023) - [j541]Zicong Hong, Song Guo, Enyuan Zhou, Wuhui Chen, Huawei Huang, Albert Y. Zomaya:
GriDB: Scaling Blockchain Database via Sharding and Off-Chain Cross-Shard Mechanism. Proc. VLDB Endow. 16(7): 1685-1698 (2023) - [j540]Zhengjie Yang
, Sen Fu
, Wei Bao
, Dong Yuan
, Albert Y. Zomaya
:
FastSlowMo: Federated Learning With Combined Worker and Aggregator Momenta. IEEE Trans. Artif. Intell. 4(5): 1041-1050 (2023) - [j539]Tong Chen
, Jiqiang Liu
, Thar Baker
, Yalun Wu
, Yingxiao Xiang, Yike Li
, Wenjia Niu
, Endong Tong
, Albert Y. Zomaya
:
A Mutual Information-Based Assessment of Reverse Engineering on Rewards of Reinforcement Learning. IEEE Trans. Artif. Intell. 4(5): 1089-1100 (2023) - [j538]Bin Qian
, Zhenyu Wen
, Junqi Tang, Ye Yuan, Albert Y. Zomaya
, Rajiv Ranjan:
OsmoticGate: Adaptive Edge-Based Real-Time Video Analytics for the Internet of Things. IEEE Trans. Computers 72(4): 1178-1193 (2023) - [j537]Jie Zhang
, Song Guo
, Jingcai Guo
, Deze Zeng
, Jingren Zhou
, Albert Y. Zomaya
:
Towards Data-Independent Knowledge Transfer in Model-Heterogeneous Federated Learning. IEEE Trans. Computers 72(10): 2888-2901 (2023) - [j536]Avadh Kishor
, Rajdeep Niyogi
, Anthony Theodore Chronopoulos
, Albert Y. Zomaya
:
Latency and Energy-Aware Load Balancing in Cloud Data Centers: A Bargaining Game Based Approach. IEEE Trans. Cloud Comput. 11(1): 927-941 (2023) - [j535]Wei-Kang Chung, Yun Li, Chih-Heng Ke, Sun-Yuan Hsieh
, Albert Y. Zomaya
, Rajkumar Buyya
:
Dynamic Parallel Flow Algorithms With Centralized Scheduling for Load Balancing in Cloud Data Center Networks. IEEE Trans. Cloud Comput. 11(1): 1050-1064 (2023) - [j534]Yuejin Li
, Kai Hwang
, Kefan Shuai
, Zhengdao Li
, Albert Y. Zomaya
:
Federated Clouds for Efficient Multitasking in Distributed Artificial Intelligence Applications. IEEE Trans. Cloud Comput. 11(2): 2084-2095 (2023) - [j533]Ting Yang
, Xutao Han
, Hao Li, Wei Li
, Albert Y. Zomaya
:
Parallel Scientific Power Calculations in Cloud Data Center Based On Decomposition-Coordination Directed Acyclic Graph. IEEE Trans. Cloud Comput. 11(3): 2491-2502 (2023) - [j532]Jun Wang
, Chang Tang
, Xinwang Liu
, Wei Zhang
, Wanqing Li
, Xinzhong Zhu
, Lizhe Wang
, Albert Y. Zomaya
:
Region-Aware Hierarchical Latent Feature Representation Learning-Guided Clustering for Hyperspectral Band Selection. IEEE Trans. Cybern. 53(8): 5250-5263 (2023) - [j531]Zhenglai Li
, Chang Tang
, Xinwang Liu
, Wei Zhang
, Jie Dou, Lizhe Wang
, Albert Y. Zomaya
:
Lightweight Remote Sensing Change Detection With Progressive Feature Aggregation and Supervised Attention. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j530]Cheng Qiao
, Jing Qiu
, Zhiyuan Tan
, Geyong Min
, Albert Y. Zomaya
, Zhihong Tian
:
Evaluation Mechanism for Decentralized Collaborative Pattern Learning in Heterogeneous Vehicular Networks. IEEE Trans. Intell. Transp. Syst. 24(11): 13123-13132 (2023) - [j529]Zhuhui Li
, Liang Zhao
, Geyong Min
, Ahmed Yassin Al-Dubai
, Ammar Hawbani
, Albert Y. Zomaya
, Chunbo Luo
:
Reliable and Scalable Routing Under Hybrid SDVN Architecture: A Graph Learning Based Method. IEEE Trans. Intell. Transp. Syst. 24(12): 14022-14036 (2023) - [j528]Yunbo Tang, Dan Chen
, Yiping Zuo, Xiaoqiang Lu
, Rajiv Ranjan
, Albert Y. Zomaya
, Quanming Yao, Xiaoli Li
:
Enhanced Bayesian Factorization With Variant Scale Partitioning for Multivariate Time Series Analysis. IEEE Trans. Knowl. Data Eng. 35(4): 3832-3845 (2023) - [j527]Shuiguang Deng
, Yishan Chen
, Gong Chen, Shouling Ji
, Jianwei Yin, Albert Y. Zomaya
:
Incentive-Driven Proactive Application Deployment and Pricing on Distributed Edges. IEEE Trans. Mob. Comput. 22(2): 951-967 (2023) - [j526]Jing Li
, Weifa Liang
, Wenzheng Xu
, Zichuan Xu
, Xiaohua Jia
, Albert Y. Zomaya
, Song Guo
:
Budget-Aware User Satisfaction Maximization on Service Provisioning in Mobile Edge Computing. IEEE Trans. Mob. Comput. 22(12): 7057-7069 (2023) - [j525]Shigeng Zhang
, Zijing Ma
, Kaixuan Lu, Xuan Liu
, Jia Liu
, Song Guo
, Albert Y. Zomaya
, Jian Zhang
, Jianxin Wang
:
HearMe: Accurate and Real-Time Lip Reading Based on Commercial RFID Devices. IEEE Trans. Mob. Comput. 22(12): 7266-7278 (2023) - [j524]Tianming Zhao
, Wei Li
, Boyu Qin
, Ling Wang
, Albert Y. Zomaya
:
Pulsed Power Load Coordination in Mission- and Time-critical Cyber-physical Systems. ACM Trans. Model. Perform. Evaluation Comput. Syst. 8(1-2): 1-27 (2023) - [j523]Hailiang Zhao
, Shuiguang Deng
, Feiyi Chen, Jianwei Yin, Schahram Dustdar
, Albert Y. Zomaya
:
Learning to Schedule Multi-Server Jobs With Fluctuated Processing Speeds. IEEE Trans. Parallel Distributed Syst. 34(1): 234-245 (2023) - [j522]Shaojun Zhang
, Chen Wang
, Albert Y. Zomaya
:
Robustness Analysis and Enhancement of Deep Reinforcement Learning-Based Schedulers. IEEE Trans. Parallel Distributed Syst. 34(1): 346-357 (2023) - [j521]Yuchen Li, Weifa Liang
, Jing Li
, Xiuzhen Cheng
, Dongxiao Yu
, Albert Y. Zomaya
, Song Guo
:
Energy-Aware, Device-to-Device Assisted Federated Learning in Edge Computing. IEEE Trans. Parallel Distributed Syst. 34(7): 2138-2154 (2023) - [j520]Zhengjie Yang
, Sen Fu
, Wei Bao
, Dong Yuan
, Albert Y. Zomaya
:
Hierarchical Federated Learning With Momentum Acceleration in Multi-Tier Networks. IEEE Trans. Parallel Distributed Syst. 34(10): 2629-2641 (2023) - [j519]Firas Al-Doghman
, Nour Moustafa
, Ibrahim Khalil
, Nasrin Sohrabi, Zahir Tari
, Albert Y. Zomaya
:
AI-Enabled Secure Microservices in Edge Computing: Opportunities and Challenges. IEEE Trans. Serv. Comput. 16(2): 1485-1504 (2023) - [j518]Yun Li, Shi-Jie Jian
, Sun-Yuan Hsieh
, Wei-Kang Chung, Albert Y. Zomaya
:
A Weighted Optimal Scheduling Scheme for Congestion Control in Cloud Data Center Networks. IEEE Trans. Serv. Comput. 16(4): 2402-2410 (2023) - [j517]Zhenyu Wen
, Renyu Yang
, Bin Qian
, Yubo Xuan
, Lingling Lu
, Zheng Wang
, Hao Peng
, Jie Xu
, Albert Y. Zomaya
, Rajiv Ranjan
:
Janus: Latency-Aware Traffic Scheduling for IoT Data Streaming in Edge Environments. IEEE Trans. Serv. Comput. 16(6): 4302-4316 (2023) - [c344]Basem Suleiman
, Mohammed Mustafa Fulwala, Albert Y. Zomaya:
A Framework for Characterizing Very Large Cloud Workload Traces with Unsupervised Learning. CLOUD 2023: 129-140 - [c343]Feng Lu, Wei Li, Zhiqiang Zhou, Cheng Song, Yifei Sun, Yuwei Zhang, Yufei Ren, Xiaofei Liao, Hai Jin, Ailin Luo, Albert Y. Zomaya:
A Composite Multi-Attention Framework for Intraoperative Hypotension Early Warning. AAAI 2023: 14374-14381 - [c342]Haoyang Chen
, Shuai Liu, Feng Lu, Wei Li, Bin Sheng, Mi Li, Hai Jin, Albert Y. Zomaya:
AsT: An Asymmetric-Sensitive Transformer for Osteonecrosis of the Femoral Head Detection (Student Abstract). AAAI 2023: 16186-16187 - [c341]Yifei Sun, Cheng Song, Feng Lu, Wei Li, Hai Jin, Albert Y. Zomaya:
ES-Mask: Evolutionary Strip Mask for Explaining Time Series Prediction (Student Abstract). AAAI 2023: 16342-16343 - [c340]Hongtao Chen, Mingxing Zhang, Ke Yang, Kang Chen, Albert Y. Zomaya, Yongwei Wu, Xuehai Qian:
Achieving Sub-second Pairwise Query over Evolving Graphs. ASPLOS (2) 2023: 1-15 - [c339]Minxi Fengl, Wei Li, Boyu Qin, Albert Y. Zomaya:
Online Demand Peak Shaving with Machine-Learned Advice in Cyber-Physical Energy Systems. DASC/PiCom/CBDCom/CyberSciTech 2023: 1-8 - [c338]Niousha Nazemi
, Omid Tavallaie
, Albert Y. Zomaya
, Ralph Holz
:
DNS Dependencies as an Expression of the Digital Divide: The Example of Australia. ESORICS Workshops (2) 2023: 496-509 - [c337]Chaojin Mao, Liang Zhao, Geyong Min, Ammar Hawbani, Ahmed Yassin Al-Dubai
, Albert Y. Zomaya:
Informative Causality-Based Vehicle Trajectory Prediction Architecture for Domain Generalization. GLOBECOM 2023: 1-6 - [c336]Seng Kuang Yap, Zhongli Dong, Mark Toohey, Young Choon Lee, Albert Y. Zomaya:
Smart Contract Data Monitoring and Visualization. ICBC 2023: 1-8 - [c335]Omid Tavallaie
, Seid Miad Zandavi, Hamed Haddadi, Albert Y. Zomaya:
GT-TSCH: Game-Theoretic Distributed TSCH Scheduler for Low-Power IoT Networks. ICDCS 2023: 1-12 - [c334]Quan Chen, Kaijia Wang
, Song Guo, Tuo Shi, Jing Li
, Zhipeng Cai, Albert Y. Zomaya:
Latency-Optimal Pyramid-based Joint Communication and Computation Scheduling for Distributed Edge Computing. INFOCOM 2023: 1-10 - [c333]Zicong Hong, Song Guo, Enyuan Zhou, Jianting Zhang, Wuhui Chen, Jinwen Liang, Jie Zhang, Albert Y. Zomaya:
Prophet: Conflict-Free Sharding Blockchain via Byzantine-Tolerant Deterministic Ordering. INFOCOM 2023: 1-10 - [c332]Jing Li
, Jianping Wang, Quan Chen, Yuchen Li, Albert Y. Zomaya:
Digital Twin-Enabled Service Satisfaction Enhancement in Edge Computing. INFOCOM 2023: 1-10 - [c331]Xiaomin Chang
, Wei Li
, Yunchuan Shi
, Albert Y. Zomaya
:
Taming the Domain Shift in Multi-source Learning for Energy Disaggregation. KDD 2023: 3805-3816 - [c330]Xinwei Ji
, Tianming Zhao
, Wei Li
, Albert Y. Zomaya
:
Automatic Pain Assessment with Ultra-short Electrodermal Activity Signal. SAC 2023: 618-625 - [i49]Zicong Hong, Song Guo, Enyuan Zhou, Jianting Zhang, Wuhui Chen, Jinwen Liang
, Jie Zhang, Albert Y. Zomaya:
Prophet: Conflict-Free Sharding Blockchain via Byzantine-Tolerant Deterministic Ordering. CoRR abs/2304.08595 (2023) - [i48]Hailiang Zhao, Shuiguang Deng, Zhengzhe Xiang, Xueqiang Yan, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
Scheduling Multi-Server Jobs with Sublinear Regrets via Online Learning. CoRR abs/2305.06572 (2023) - [i47]Omid Tavallaie, Seid Miad Zandavi, Hamed Haddadi, Albert Y. Zomaya:
GT-TSCH: Game-Theoretic Distributed TSCH Scheduler for Low-Power IoT Networks. CoRR abs/2306.13039 (2023) - [i46]Shuiguang Deng, Hailiang Zhao, Binbin Huang, Cheng Zhang, Feiyi Chen, Yinuo Deng, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
Cloud-Native Computing: A Survey from the Perspective of Services. CoRR abs/2306.14402 (2023) - [i45]Shuaijun Chen, Omid Tavallaie, Michael Henri Hambali, Seid Miad Zandavi, Hamed Haddadi, Song Guo, Albert Y. Zomaya:
Boosting Client Selection of Federated Learning under Device and Data Heterogeneity. CoRR abs/2310.08147 (2023) - [i44]Feng Lu, Wei Li, Yifei Sun, Cheng Song, Yufei Ren, Albert Y. Zomaya:
CGS-Mask: Making Time Series Predictions Intuitive for All. CoRR abs/2312.09513 (2023) - 2022
- [j516]Mohammad Reza Jabbarpour
, Sheyda SeyedFarshi, Mehdi Sookhak
, Albert Y. Zomaya
:
Proposing a Secure Self-Fining Vehicle Using Blockchain and Vehicular Edge Computing. IEEE Consumer Electron. Mag. 11(2): 28-35 (2022) - [j515]Zheng Li
, Pedro Pinacho Davidson, Monserrat Martínez-Marin
, Guillermo Cabrera-Vives
, Yiqun Chen, María Andrea Rodríguez
, Albert Y. Zomaya
, Rajiv Ranjan:
Bonus computing: towards free-of-charge metacomputing in the public cloud. Computing 104(1): 123-147 (2022) - [j514]MohammadReza HoseinyFarahabady
, Javid Taheri, Albert Y. Zomaya
, Zahir Tari, Wei Bao:
Enhancing disk input output performance in consolidated virtualized cloud platforms using a randomized approximation scheme. Concurr. Comput. Pract. Exp. 34(2) (2022) - [j513]Tiansheng Huang
, Weiwei Lin
, Xiaobin Hong
, Xiumin Wang
, Qingbo Wu, Rui Li, Ching-Hsien Hsu
, Albert Y. Zomaya
:
Adaptive Processor Frequency Adjustment for Mobile-Edge Computing With Intermittent Energy Supply. IEEE Internet Things J. 9(10): 7446-7462 (2022) - [j512]Dinh C. Nguyen
, Ming Ding
, Pubudu N. Pathirana
, Aruna Seneviratne
, Albert Y. Zomaya
:
Federated Learning for COVID-19 Detection With Generative Adversarial Networks in Edge Cloud Computing. IEEE Internet Things J. 9(12): 10257-10271 (2022) - [j511]Izhar Ahmed Khan
, Nour Moustafa
, Dechang Pi
, Karam M. Sallam
, Albert Y. Zomaya
, Bentian Li
:
A New Explainable Deep Learning Framework for Cyber Threat Discovery in Industrial IoT Networks. IEEE Internet Things J. 9(13): 11604-11613 (2022) - [j510]Tiansheng Huang
, Weiwei Lin
, Li Shen
, Keqin Li
, Albert Y. Zomaya
:
Stochastic Client Selection for Federated Learning With Volatile Clients. IEEE Internet Things J. 9(20): 20055-20070 (2022) - [j509]Weitao Xu
, Wanli Xue, Qi Lin, Guohao Lan
, Xingyu Feng, Bo Wei
, Chengwen Luo
, Wei Li
, Albert Y. Zomaya
:
PrivGait: An Energy-Harvesting-Based Privacy-Preserving User-Identification System by Gait Analysis. IEEE Internet Things J. 9(22): 22048-22060 (2022) - [j508]Xiaoxue Li
, Yunchuan Qin
, Zhizhong Liu, Albert Y. Zomaya, Xiangke Liao:
Towards efficient and robust intelligent mobile vision system via small object aware parallel offloading. J. Syst. Archit. 129: 102595 (2022) - [j507]Tengfei Gao
, Dan Chen
, Yunbo Tang, Bo Du, Rajiv Ranjan, Albert Y. Zomaya
, Schahram Dustdar
:
Adaptive density peaks clustering: Towards exploratory EEG analysis. Knowl. Based Syst. 240: 108123 (2022) - [j506]Ruoyu Wang
, Daniel Sun
, Raymond K. Wong
, Rajiv Ranjan, Albert Y. Zomaya
:
SInC: Semantic approach and enhancement for relational data compression. Knowl. Based Syst. 258: 110001 (2022) - [j505]Dinh C. Nguyen
, Van-Dinh Nguyen
, Ming Ding
, Symeon Chatzinotas
, Pubudu N. Pathirana, Aruna Seneviratne, Octavia A. Dobre, Albert Y. Zomaya
:
Intelligent Blockchain-Based Edge Computing via Deep Reinforcement Learning: Solutions and Challenges. IEEE Netw. 36(6): 12-19 (2022) - [j504]Chang Tang
, Xinwang Liu
, Xiao Zheng, Wanqing Li
, Jian Xiong
, Lizhe Wang
, Albert Y. Zomaya
, Antonella Longo
:
DeFusionNET: Defocus Blur Detection via Recurrently Fusing and Refining Discriminative Multi-Scale Deep Features. IEEE Trans. Pattern Anal. Mach. Intell. 44(2): 955-968 (2022) - [j503]Hao Peng
, Renyu Yang
, Zheng Wang
, Jianxin Li
, Lifang He
, Philip S. Yu
, Albert Y. Zomaya
, Rajiv Ranjan:
Lime: Low-Cost and Incremental Learning for Dynamic Heterogeneous Information Networks. IEEE Trans. Computers 71(3): 628-642 (2022) - [j502]Umit Demirbaga
, Zhenyu Wen
, Ayman Noor
, Karan Mitra
, Khaled Alwasel
, Saurabh Garg
, Albert Y. Zomaya
, Rajiv Ranjan:
AutoDiagn: An Automated Real-Time Diagnosis Framework for Big Data Systems. IEEE Trans. Computers 71(5): 1035-1048 (2022) - [j501]Jin Wang
, Jia Hu
, Geyong Min
, Wenhan Zhan
, Albert Y. Zomaya
, Nektarios Georgalas
:
Dependent Task Offloading for Edge Computing based on Deep Reinforcement Learning. IEEE Trans. Computers 71(10): 2449-2461 (2022) - [j500]Ze Deng
, Yue Wang, Tao Liu, Schahram Dustdar
, Rajiv Ranjan
, Albert Y. Zomaya
, Yizhi Liu, Lizhe Wang
:
Spatial-Keyword Skyline Publish/Subscribe Query Processing Over Distributed Sliding Window Streaming Data. IEEE Trans. Computers 71(10): 2659-2674 (2022) - [j499]Kuljeet Kaur
, Sahil Garg
, Gagangeet Singh Aujla
, Neeraj Kumar
, Albert Y. Zomaya
:
A Multi-Objective Optimization Scheme for Job Scheduling in Sustainable Cloud Data Centers. IEEE Trans. Cloud Comput. 10(1): 172-186 (2022) - [j498]Auday Al-Dulaimy
, Javid Taheri
, Andreas Kassler
, M. Reza HoseinyFarahabady
, Shuiguang Deng
, Albert Y. Zomaya
:
MultiScaler: A Multi-Loop Auto-Scaling Approach for Cloud-Based Applications. IEEE Trans. Cloud Comput. 10(4): 2769-2786 (2022) - [j497]Ting Yang
, Yucheng Hou
, Young Choon Lee
, Hao Ji, Albert Y. Zomaya
:
Power Control Framework for Green Data Centers. IEEE Trans. Cloud Comput. 10(4): 2876-2886 (2022) - [j496]Yucen Nan
, Wei Li
, Feng Lu, Chengwen Luo
, Jianqiang Li
, Albert Y. Zomaya
:
Developing Practical Multi-View Learning for Clinical Analytics in P4 Medicine. IEEE Trans. Emerg. Top. Comput. 10(2): 948-961 (2022) - [j495]Zhenglai Li
, Chang Tang
, Lizhe Wang
, Albert Y. Zomaya
:
Remote Sensing Change Detection via Temporal Feature Interaction and Guided Refinement. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022) - [j494]Zisang Xu
, Wei Liang
, Kuan-Ching Li
, Jianbo Xu, Albert Y. Zomaya
, Jixin Zhang:
A Time-Sensitive Token-Based Anonymous Authentication and Dynamic Group Key Agreement Scheme for Industry 5.0. IEEE Trans. Ind. Informatics 18(10): 7118-7127 (2022) - [j493]Feng Lu, Wei Li
, Song Lin, Chengwangli Peng, Zhiyong Wang, Bin Qian, Rajiv Ranjan, Hai Jin, Albert Y. Zomaya
:
Multi-scale Features Fusion for the Detection of Tiny Bleeding in Wireless Capsule Endoscopy Images. ACM Trans. Internet Things 3(1): 2:1-2:19 (2022) - [j492]Tiago C. S. Xavier
, Flávia Coimbra Delicato, Paulo F. Pires, Cláudio L. Amorim, Wei Li, Albert Y. Zomaya:
Managing Heterogeneous and Time-Sensitive IoT Applications through Collaborative and Energy-Aware Resource Allocation. ACM Trans. Internet Things 3(2): 10:1-10:28 (2022) - [j491]Liang Zhao
, Zhuhui Li
, Ahmed Yassin Al-Dubai
, Geyong Min
, Jiajia Li, Ammar Hawbani
, Albert Y. Zomaya
:
A Novel Prediction-Based Temporal Graph Routing Algorithm for Software-Defined Vehicular Networks. IEEE Trans. Intell. Transp. Syst. 23(8): 13275-13290 (2022) - [j490]Hailiang Zhao
, Shuiguang Deng
, Zijie Liu
, Zhengzhe Xiang, Jianwei Yin, Schahram Dustdar
, Albert Y. Zomaya
:
DPoS: Decentralized, Privacy-Preserving, and Low-Complexity Online Slicing for Multi-Tenant Networks. IEEE Trans. Mob. Comput. 21(12): 4296-4309 (2022) - [j489]Zhihao Qu
, Song Guo
, Haozhao Wang
, Baoliu Ye
, Yi Wang
, Albert Y. Zomaya
, Bin Tang
:
Partial Synchronization to Accelerate Federated Learning Over Relay-Assisted Edge Networks. IEEE Trans. Mob. Comput. 21(12): 4502-4516 (2022) - [j488]Kun Hu
, Wenhua Wu
, Wei Li
, Milena Simic, Albert Y. Zomaya
, Zhiyong Wang
:
Adversarial Evolving Neural Network for Longitudinal Knee Osteoarthritis Prediction. IEEE Trans. Medical Imaging 41(11): 3207-3217 (2022) - [j487]Yuedan Chen
, Guoqing Xiao
, Kenli Li
, Francesco Piccialli
, Albert Y. Zomaya
:
fgSpMSpV: A Fine-grained Parallel SpMSpV Framework on HPC Platforms. ACM Trans. Parallel Comput. 9(2): 8:1-8:29 (2022) - [j486]Feng Zhang
, Erkang Xue
, Ruixin Guo
, Guangzhi Qu
, Gansen Zhao, Albert Y. Zomaya
:
DS-ADMM++: A Novel Distributed Quantized ADMM to Speed up Differentially Private Matrix Factorization. IEEE Trans. Parallel Distributed Syst. 33(6): 1289-1302 (2022) - [j485]Shuiguang Deng
, Hailiang Zhao
, Zhengzhe Xiang
, Cheng Zhang, Rong Jiang
, Ying Li
, Jianwei Yin
, Schahram Dustdar
, Albert Y. Zomaya
:
Dependent Function Embedding for Distributed Serverless Edge Computing. IEEE Trans. Parallel Distributed Syst. 33(10): 2346-2357 (2022) - [j484]Haowei Chen
, Shuiguang Deng
, Hongze Zhu
, Hailiang Zhao
, Rong Jiang
, Schahram Dustdar
, Albert Y. Zomaya
:
Mobility-Aware Offloading and Resource Allocation for Distributed Services Collaboration. IEEE Trans. Parallel Distributed Syst. 33(10): 2428-2443 (2022) - [j483]Jie Zhang
, Song Guo
, Zhihao Qu
, Deze Zeng
, Haozhao Wang
, Qifeng Liu, Albert Y. Zomaya
:
Adaptive Vertical Federated Learning on Unbalanced Features. IEEE Trans. Parallel Distributed Syst. 33(10): 4006-4018 (2022) - [j482]Yuepeng Li
, Deze Zeng
, Lin Gu
, Quan Chen
, Song Guo
, Albert Y. Zomaya
, Minyi Guo:
Efficient and Secure Deep Learning Inference in Trusted Processor Enabled Edge Clouds. IEEE Trans. Parallel Distributed Syst. 33(10): 4311-4325 (2022) - [j481]Canh T. Dinh
, Nguyen Hoang Tran
, Tuan Dung Nguyen
, Wei Bao
, Amir Rezaei Balef
, Bing Bing Zhou
, Albert Y. Zomaya
:
DONE: Distributed Approximate Newton-type Method for Federated Edge Learning. IEEE Trans. Parallel Distributed Syst. 33(11): 2648-2660 (2022) - [j480]Jianyong Zhu
, Renyu Yang
, Xiaoyang Sun, Tianyu Wo
, Chunming Hu
, Hao Peng, Junqing Xiao, Albert Y. Zomaya
, Jie Xu:
QoS-Aware Co-Scheduling for Distributed Long-Running Applications on Shared Clusters. IEEE Trans. Parallel Distributed Syst. 33(12): 4818-4834 (2022) - [j479]Zhengjie Yang
, Wei Bao
, Dong Yuan
, Nguyen Hoang Tran
, Albert Y. Zomaya
:
Federated Learning With Nesterov Accelerated Gradient. IEEE Trans. Parallel Distributed Syst. 33(12): 4863-4873 (2022) - [j478]Mohit Kumar
, Avadh Kishor
, Jemal H. Abawajy
, Prabal Agarwal
, Amritpal Singh, Albert Y. Zomaya
:
ARPS: An Autonomic Resource Provisioning and Scheduling Framework for Cloud Platforms. IEEE Trans. Sustain. Comput. 7(2): 386-399 (2022) - [j477]Chunqiu Xia
, Wei Li
, Xiaomin Chang
, Tianming Zhao
, Albert Y. Zomaya
:
Lightweight Online Scheduling for Home Energy Management Systems Under Uncertainty. IEEE Trans. Sustain. Comput. 7(4): 887-898 (2022) - [j476]Xiaomin Chang
, Wei Li
, Chunqiu Xia
, Qiang Yang
, Jin Ma
, Ting Yang
, Albert Y. Zomaya
:
Transferable Tree-Based Ensemble Model for Non-Intrusive Load Monitoring. IEEE Trans. Sustain. Comput. 7(4): 970-981 (2022) - [c329]Yutao Dou
, Wei Li, Albert Y. Zomaya:
Transformer-Based Unsupervised Learning for Early Detection of Sepsis (Student Abstract). AAAI 2022: 12937-12938 - [c328]Tianming Zhao, Wei Li, Albert Y. Zomaya:
Uniform Machine Scheduling with Predictions. ICAPS 2022: 413-422 - [c327]Aisyah Ismail
, Mark Toohey, Young Choon Lee, Zhongli Dong, Albert Y. Zomaya
:
Cost and Performance Analysis on Decentralized File Systems for Blockchain-Based Applications: State-of-the-Art Report. Blockchain 2022: 230-237 - [c326]Xiaomin Chang
, Wei Li, Albert Y. Zomaya:
Fed-GBM: a cost-effective federated gradient boosting tree for non-intrusive load monitoring. e-Energy 2022: 63-75 - [c325]Huanqi Yang
, Hongbo Liu, Chengwen Luo, Yuezhong Wu, Wei Li, Albert Y. Zomaya
, Linqi Song
, Weitao Xu
:
Vehicle-Key: A Secret Key Establishment Scheme for LoRa-enabled IoV Communications. ICDCS 2022: 787-797 - [c324]Yuedan Chen, Guoqing Xiao, M. Tamer Özsu
, Zhuo Tang, Albert Y. Zomaya
, Kenli Li:
Exploiting Hierarchical Parallelism and Reusability in Tensor Kernel Processing on Heterogeneous HPC Systems. ICDE 2022: 2522-2535 - [c323]Liming Ge, Zizhao Wang, Wei Bao
, Dong Yuan, Nguyen Hoang Tran, Bing Bing Zhou, Albert Y. Zomaya:
Semi-Online Multi-Machine with Restart Scheduling for Integrated Edge and Cloud Computing Systems. ICPP 2022: 70:1-70:13 - [c322]Albert Y. Zomaya:
Managing the Edge: Challenges, Open Issues, and Case Studies. DIVANet 2022: 1 - [c321]Yuchen Li, Weifa Liang
, Jing Li
, Xiuzhen Cheng, Dongxiao Yu, Albert Y. Zomaya, Song Guo:
Energy-Constrained D2D Assisted Federated Learning in Edge Computing. MSWiM 2022: 33-37 - [c320]Chamara Madarasingha, Kanchana Thilakarathna, Albert Y. Zomaya:
OpCASH: Optimized Utilization of MEC Cache for 360-Degree Video Streaming with Dynamic Tiling. PerCom 2022: 34-43 - [c319]Tianming Zhao
, Wei Li, Albert Y. Zomaya
:
Real-Time Scheduling with Predictions. RTSS 2022: 331-343 - [c318]Tianming Zhao
, Chunhao Li, Wei Li, Albert Y. Zomaya:
Brief Announcement: Towards a More Robust Algorithm for Flow Time Scheduling with Predictions. SPAA 2022: 385-388 - [e47]Shuiguang Deng, Albert Y. Zomaya, Ning Li:
Mobile Computing, Applications, and Services - 12th EAI International Conference, MobiCASE 2021, Virtual Event, November 13-14, 2021, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 434, Springer 2022, ISBN 978-3-030-99202-6 [contents] - [i43]Hailiang Zhao, Shuiguang Deng, Feiyi Chen, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
Learning to Dispatch Multi-Server Jobs in Bipartite Graphs with Unknown Service Rates. CoRR abs/2204.04371 (2022) - [i42]Bharath Sudharsan, Dineshkumar Sundaram, Pankesh Patel, John G. Breslin, Muhammad Intizar Ali
, Schahram Dustdar, Albert Y. Zomaya, Rajiv Ranjan:
Multi-Component Optimization and Efficient Deployment of Neural-Networks on Resource-Constrained IoT Hardware. CoRR abs/2204.10183 (2022) - [i41]Dinh C. Nguyen, Van-Dinh Nguyen
, Ming Ding, Symeon Chatzinotas
, Pubudu N. Pathirana, Aruna Seneviratne, Octavia A. Dobre, Albert Y. Zomaya:
Intelligent Blockchain-based Edge Computing via Deep Reinforcement Learning: Solutions and Challenges. CoRR abs/2206.09009 (2022) - [i40]Shaojun Zhang, Chen Wang, Albert Y. Zomaya:
Multi-level Explanation of Deep Reinforcement Learning-based Scheduling. CoRR abs/2209.09645 (2022) - [i39]Zhengjie Yang, Sen Fu, Wei Bao, Dong Yuan, Albert Y. Zomaya:
Hierarchical Federated Learning with Momentum Acceleration in Multi-Tier Networks. CoRR abs/2210.14560 (2022) - 2021
- [j475]Feng Lu
, Ruoxue Liu, Wei Li, Hai Jin, Albert Y. Zomaya
:
Efficient mobile code offloading in heterogeneous wireless networks. Concurr. Comput. Pract. Exp. 33(7): 1 (2021) - [j474]Sartaj Sahni, Albert Y. Zomaya
:
In Memoriam Eliezer Dekel (1948-2020). ACM Comput. Surv. 53(2): 23:1-23:2 (2021) - [j473]Jakapan Suaboot
, Adil Fahad, Zahir Tari
, John C. Grundy
, Abdun Naser Mahmood, Abdulmohsen Almalawi, Albert Y. Zomaya
, Khalil Drira:
A Taxonomy of Supervised Learning for IDSs in SCADA Environments. ACM Comput. Surv. 53(2): 40:1-40:37 (2021) - [j472]Xuezhi Zeng
, Saurabh Kumar Garg
, Mutaz Barika
, Albert Y. Zomaya
, Lizhe Wang, Massimo Villari, Dan Chen, Rajiv Ranjan:
SLA Management for Big Data Analytical Applications in Clouds: A Taxonomy Study. ACM Comput. Surv. 53(3): 46:1-46:40 (2021) - [j471]Bin Qian, Jie Su
, Zhenyu Wen
, Devki Nandan Jha, Yinhao Li, Yu Guan
, Deepak Puthal, Philip James
, Renyu Yang, Albert Y. Zomaya
, Omer F. Rana
, Lizhe Wang, Maciej Koutny, Rajiv Ranjan:
Orchestrating the Development Lifecycle of Machine Learning-based IoT Applications: A Taxonomy and Survey. ACM Comput. Surv. 53(4): 82:1-82:47 (2021) - [j470]Albert Y. Zomaya
:
In Memoriam Sherif Sakr (1979-2020). ACM Comput. Surv. 53(6): 113e:1 (2021) - [j469]Chuge Wu
, Wei Li, Ling Wang
, Albert Y. Zomaya
:
An evolutionary fuzzy scheduler for multi-objective resource allocation in fog computing. Future Gener. Comput. Syst. 117: 498-509 (2021) - [j468]Wen-Hsuan Liang, Dun-Wei Cheng, Chih-Wei Hsu, Chia-Wei Lee, Chih-Heng Ke, Albert Y. Zomaya, Sun-Yuan Hsieh:
Dynamic Flow Scheduling Technique for Load Balancing in Fat-Tree Data Center Networks. Int. J. Perform. Eng. 17(6): 491 (2021) - [j467]Harini Kolamunna, Thilini Dahanayaka
, Junye Li
, Suranga Seneviratne, Kanchana Thilakaratne, Albert Y. Zomaya
, Aruna Seneviratne:
DronePrint: Acoustic Signatures for Open-set Drone Detection and Identification with Online Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5(1): 20:1-20:31 (2021) - [j466]Zezheng Zhao, Chunqiu Xia
, Lian Chi, Xiaomin Chang
, Wei Li, Ting Yang, Albert Y. Zomaya
:
Short-Term Load Forecasting Based on the Transformer Model. Inf. 12(12): 516 (2021) - [j465]Liang Zhao
, Yufei Liu
, Ahmed Yassin Al-Dubai
, Albert Y. Zomaya
, Geyong Min
, Ammar Hawbani
:
A Novel Generation-Adversarial-Network-Based Vehicle Trajectory Prediction Method for Intelligent Vehicular Networks. IEEE Internet Things J. 8(3): 2066-2077 (2021) - [j464]Jinani Sooriyaarachchi
, Suranga Seneviratne
, Kanchana Thilakarathna
, Albert Y. Zomaya
:
MusicID: A Brainwave-Based User Authentication System for Internet of Things. IEEE Internet Things J. 8(10): 8304-8313 (2021) - [j463]Su Peng
, Liang Zhao
, Ahmed Yassin Al-Dubai
, Albert Y. Zomaya
, Jia Hu
, Geyong Min
, Qiang Wang:
Secure Lightweight Stream Data Outsourcing for Internet of Things. IEEE Internet Things J. 8(13): 10815-10829 (2021) - [j462]Wei Dong
, Qiang Yang
, Wei Li
, Albert Y. Zomaya
:
Machine-Learning-Based Real-Time Economic Dispatch in Islanding Microgrids in a Cloud-Edge Computing Environment. IEEE Internet Things J. 8(17): 13703-13711 (2021) - [j461]Sowmya Kudva, Shahriar Badsha
, Shamik Sengupta, Ibrahim Khalil
, Albert Y. Zomaya
:
Towards secure and practical consensus for blockchain based VANET. Inf. Sci. 545: 170-187 (2021) - [j460]Liang Zhao
, Jiajia Li, Ahmed Yassin Al-Dubai
, Albert Y. Zomaya
, Geyong Min, Ammar Hawbani:
Routing Schemes in Software-Defined Vehicular Networks: Design, Open Issues and Challenges. IEEE Intell. Transp. Syst. Mag. 13(4): 217-226 (2021) - [j459]Adil Israr
, Qiang Yang
, Wei Li, Albert Y. Zomaya
:
Renewable energy powered sustainable 5G network infrastructure: Opportunities, challenges and perspectives. J. Netw. Comput. Appl. 175: 102910 (2021) - [j458]Xiaowen Chu, Xiaoming Fu, Baochun Li, Wei Wang, Hui Zang, Albert Y. Zomaya:
Guest Editorial: Interplay between Machine Learning and Networking Systems. IEEE Netw. 35(6): 64-66 (2021) - [j457]Xuezhi Zeng
, Saurabh Garg
, Mutaz Barika
, Sanat Kumar Bista, Deepak Puthal
, Albert Y. Zomaya
, Rajiv Ranjan
:
Detection of SLA Violation for Big Data Analytics Applications in Cloud. IEEE Trans. Computers 70(5): 746-758 (2021) - [j456]Jianwei Yin, Yan Tang, Shuiguang Deng
, Bangpeng Zheng
, Albert Y. Zomaya
:
MUSE: A Multi-Tierd and SLA-Driven Deduplication Framework for Cloud Storage Systems. IEEE Trans. Computers 70(5): 759-774 (2021) - [j455]Ruixin Guo, Feng Zhang, Lizhe Wang
, Wusheng Zhang, Xinya Lei, Rajiv Ranjan, Albert Y. Zomaya:
BaPa: A Novel Approach of Improving Load Balance in Parallel Matrix Factorization for Recommender Systems. IEEE Trans. Computers 70(5): 789-802 (2021) - [j454]Chuge Wu
, Wei Li
, Ling Wang
, Albert Y. Zomaya
:
Hybrid Evolutionary Scheduling for Energy-Efficient Fog-Enhanced Internet of Things. IEEE Trans. Cloud Comput. 9(2): 641-653 (2021) - [j453]Mubeen Ghafoor
, Syed Ali Tariq
, Tehseen Zia
, Imtiaz Ahmad Taj
, Assad Abbas
, Ali Hassan
, Albert Y. Zomaya
:
Fingerprint Identification With Shallow Multifeature View Classifier. IEEE Trans. Cybern. 51(9): 4515-4527 (2021) - [j452]Wei Liang
, Dafang Zhang, Xia Lei, Mingdong Tang, Kuan-Ching Li
, Albert Y. Zomaya
:
Circuit Copyright Blockchain: Blockchain-Based Homomorphic Encryption for IP Circuit Protection. IEEE Trans. Emerg. Top. Comput. 9(3): 1410-1420 (2021) - [j451]Zhenyu Wen
, Saurabh Garg
, Gagangeet Singh Aujla
, Khaled Alwasel
, Deepak Puthal
, Schahram Dustdar
, Albert Y. Zomaya
, Rajiv Ranjan
:
Running Industrial Workflow Applications in a Software-Defined Multicloud Environment Using Green Energy Aware Scheduling Algorithm. IEEE Trans. Ind. Informatics 17(8): 5645-5656 (2021) - [j450]Liang Zhao
, Kaiqi Yang
, Zhiyuan Tan
, Houbing Song
, Ahmed Al-Dubai
, Albert Y. Zomaya
, Xianwei Li
:
Vehicular Computation Offloading for Industrial Mobile Edge Computing. IEEE Trans. Ind. Informatics 17(11): 7871-7881 (2021) - [j449]Shasha Zhang, Dan Chen
, Rajiv Ranjan, Hengjin Ke, Yunbo Tang, Albert Y. Zomaya
:
A lightweight solution to epileptic seizure prediction based on EEG synchronization measurement. J. Supercomput. 77(4): 3914-3932 (2021) - [j448]Ming Ding
, David López-Pérez
, Youjia Chen
, Guoqiang Mao
, Zihuai Lin
, Albert Y. Zomaya
:
Ultra-Dense Networks: A Holistic Analysis of Multi-Piece Path Loss, Antenna Heights, Finite Users and BS Idle Modes. IEEE Trans. Mob. Comput. 20(4): 1702-1713 (2021) - [j447]Shuiguang Deng
, Zhengzhe Xiang, Javid Taheri
, Mohammad Ali Khoshkholghi
, Jianwei Yin, Albert Y. Zomaya
, Schahram Dustdar
:
Optimal Application Deployment in Resource Constrained Distributed Edges. IEEE Trans. Mob. Comput. 20(5): 1907-1923 (2021) - [j446]Tianming Zhao
, Weisheng Si
, Wei Li
, Albert Y. Zomaya
:
Towards Minimizing the $R$ Metric for Measuring Network Robustness. IEEE Trans. Netw. Sci. Eng. 8(4): 3290-3302 (2021) - [j445]Canh T. Dinh
, Nguyen Hoang Tran
, Minh N. H. Nguyen
, Choong Seon Hong
, Wei Bao
, Albert Y. Zomaya
, Vincent Gramoli:
Federated Learning Over Wireless Networks: Convergence Analysis and Resource Allocation. IEEE/ACM Trans. Netw. 29(1): 398-409 (2021) - [j444]Tianming Zhao
, Weisheng Si
, Wei Li
, Albert Y. Zomaya
:
Optimizing the Maximum Vertex Coverage Attacks Under Knapsack Constraint. IEEE/ACM Trans. Netw. 29(3): 1088-1104 (2021) - [j443]Guoqing Xiao
, Kenli Li
, Yuedan Chen
, Wangquan He, Albert Y. Zomaya
, Tao Li:
CASpMV: A Customized and Accelerative SpMV Framework for the Sunway TaihuLight. IEEE Trans. Parallel Distributed Syst. 32(1): 131-146 (2021) - [j442]Jin Wang
, Jia Hu
, Geyong Min
, Albert Y. Zomaya
, Nektarios Georgalas
:
Fast Adaptive Task Offloading in Edge Computing Based on Meta Reinforcement Learning. IEEE Trans. Parallel Distributed Syst. 32(1): 242-253 (2021) - [j441]Tiansheng Huang
, Weiwei Lin
, Wentai Wu
, Ligang He
, Keqin Li
, Albert Y. Zomaya
:
An Efficiency-Boosting Client Selection Scheme for Federated Learning With Fairness Guarantee. IEEE Trans. Parallel Distributed Syst. 32(7): 1552-1564 (2021) - [j440]Shuiguang Deng
, Cheng Zhang, Chang Li, Jianwei Yin, Schahram Dustdar
, Albert Y. Zomaya
:
Burst Load Evacuation Based on Dispatching and Scheduling In Distributed Edge Networks. IEEE Trans. Parallel Distributed Syst. 32(8): 1918-1932 (2021) - [j439]Mutaz Barika
, Saurabh Garg
, Albert Y. Zomaya
, Rajiv Ranjan
:
Online Scheduling Technique To Handle Data Velocity Changes in Stream Workflows. IEEE Trans. Parallel Distributed Syst. 32(8): 2115-2130 (2021) - [j438]Albert Y. Zomaya
:
Editorial. IEEE Trans. Sustain. Comput. 6(1): 1 (2021) - [j437]Liang Zhao, Weiliang Zhao
, Ammar Hawbani, Ahmed Al-Dubai
, Geyong Min, Albert Y. Zomaya, Changqing Gong:
Novel Online Sequential Learning-Based Adaptive Routing for Edge Software-Defined Vehicular Networks. IEEE Trans. Wirel. Commun. 20(5): 2991-3004 (2021) - [c317]Aisyah Ismail
, Qian Wu, Mark Toohey, Young Choon Lee, Zhongli Dong, Albert Y. Zomaya
:
TRABAC: A Tokenized Role-Attribute Based Access Control using Smart Contract for Supply Chain Applications. Blockchain 2021: 584-589 - [c316]Jorge M. Cortés-Mendoza, Gleb I. Radchenko, Andrei Tchernykh, Bernardo Pulido-Gaytan
, Mikhail G. Babenko
, Arutyun Avetisyan, Pascal Bouvry
, Albert Y. Zomaya
:
LR-GD-RNS: Enhanced Privacy-Preserving Logistic Regression Algorithms for Secure Deployment in Untrusted Environments. CCGRID 2021: 770-775 - [c315]Yuepeng Li, Deze Zeng, Lin Gu, Quan Chen, Song Guo, Albert Y. Zomaya
, Minyi Guo:
Lasagna: Accelerating Secure Deep Learning Inference in SGX-enabled Edge Cloud. SoCC 2021: 533-545 - [c314]Ziwen Zhou, Tianming Zhao
, Wei Li, Albert Y. Zomaya
:
Distributed Online Resource Scheduling for Mobile Edge Servers. EDGE 2021: 86-93 - [c313]Chang Tang, Xinwang Liu, En Zhu, Lizhe Wang, Albert Y. Zomaya:
Hyperspectral Band Selection via Spatial-Spectral Weighted Region-wise Multiple Graph Fusion-Based Spectral Clustering. IJCAI 2021: 3038-3044 - [c312]Lin Gu, Deze Zeng, Jie Hu, Hai Jin, Song Guo, Albert Y. Zomaya
:
Exploring Layered Container Structure for Cost Efficient Microservice Deployment. INFOCOM 2021: 1-9 - [c311]Omid Tavallaie
, Javid Taheri, Albert Y. Zomaya
:
Design and Optimization of Traffic-Aware TSCH Scheduling for Mobile 6TiSCH Networks. IoTDI 2021: 234-246 - [c310]Chunqiu Xia, Wei Li, Xiaomin Chang
, Albert Y. Zomaya
:
Online Energy Management under Uncertainty for Net-Zero Energy Ecosystems. IoTDI 2021: 271-272 - [c309]Weitao Xu
, Zhenjiang Li, Wanli Xue, Xiaotong Yu, Bo Wei, Jia Wang, Chengwen Luo, Wei Li, Albert Y. Zomaya
:
InaudibleKey: Generic Inaudible Acoustic Signal based Key Agreement Protocol for Mobile Devices. IPSN 2021: 106-118 - [c308]Omid Tavallaie
, Javid Taheri, Albert Y. Zomaya
:
Game-Theoretic Optimization of the TSCH Scheduling Function for Low-Power IoT Networks: Poster Abstract. IPSN 2021: 392-393 - [c307]M. Reza HoseinyFarahabady, Javid Taheri, Albert Y. Zomaya
, Zahir Tari:
Data-Intensive Workload Consolidation in Serverless (Lambda/FaaS) Platforms. NCA 2021: 1-8 - [c306]M. Reza HoseinyFarahabady, Javid Taheri, Albert Y. Zomaya
, Zahir Tari:
QSpark: Distributed Execution of Batch & Streaming Analytics in Spark Platform. NCA 2021: 1-8 - [c305]Vivek Bengre, M. Reza HoseinyFarahabady, Mohammad Pivezhandi, Albert Y. Zomaya
, Ali Jannesari:
A Learning-Based Scheduler for High Volume Processing in Data Warehouse Using Graph Neural Networks. PDCAT 2021: 175-186 - [c304]M. Reza HoseinyFarahabady, Javid Taheri, Albert Y. Zomaya
, Zahir Tari:
Low Latency Execution Guarantee Under Uncertainty in Serverless Platforms. PDCAT 2021: 324-335 - [c303]Yunchuan Shi, Wei Li, Xiaomin Chang
, Albert Y. Zomaya
:
User privacy leakages from federated learning in NILM applications. BuildSys 2021: 212-213 - [c302]Omid Tavallaie
, Javid Taheri, Albert Y. Zomaya
:
Throughput Maximization in Low-Power IoT Networks via Tuning the Size of the TSCH Slotframe. SenSys 2021: 401-402 - [e46]Ying Tan
, Yuhui Shi, Albert Y. Zomaya, Hongyang Yan, Jun Cai:
Data Mining and Big Data - 6th International Conference, DMBD 2021, Guangzhou, China, October 20-22, 2021, Proceedings, Part I. Communications in Computer and Information Science 1453, Springer 2021, ISBN 978-981-16-7475-4 [contents] - [e45]Ying Tan
, Yuhui Shi, Albert Y. Zomaya, Hongyang Yan, Jun Cai:
Data Mining and Big Data - 6th International Conference, DMBD 2021, Guangzhou, China, October 20-22, 2021, Proceedings, Part II. Communications in Computer and Information Science 1454, Springer 2021, ISBN 978-981-16-7501-0 [contents] - [i38]Tiansheng Huang, Weiwei Lin, Ying Li, Xiumin Wang, Qingbo Wu, Rui Li, Ching-Hsien Hsu, Albert Y. Zomaya:
Adaptive Processor Frequency Adjustment for Mobile Edge Computing with Intermittent Energy Supply. CoRR abs/2102.05449 (2021) - [i37]Weitao Xu, Zhenjiang Li, Wanli Xue, Xiaotong Yu, Bo Wei, Jia Wang, Chengwen Luo, Wei Li, Albert Y. Zomaya:
InaudibleKey: Generic Inaudible Acoustic Signal based Key Agreement Protocol for Mobile Devices. CoRR abs/2102.10908 (2021) - [i36]Arpit Nama, Amaya Dharmasiri, Kanchana Thilakarathna, Albert Y. Zomaya, Jaybie Agullo de Guzman:
User configurable 3D object regeneration for spatial privacy. CoRR abs/2108.08273 (2021) - [i35]Dinh C. Nguyen, Ming Ding, Pubudu N. Pathirana, Aruna Seneviratne, Albert Y. Zomaya:
Federated Learning for COVID-19 Detection with Generative Adversarial Networks in Edge Cloud Computing. CoRR abs/2110.07136 (2021) - 2020
- [j436]Weitao Xu
, Yiran Shen, Chengwen Luo, Jianqiang Li
, Wei Li, Albert Y. Zomaya
:
Gait-Watch: A Gait-based context-aware authentication system for smart watch via sparse coding. Ad Hoc Networks 107: 102218 (2020) - [j435]Ting Yang, Liyuan Zhao, Wei Li, Albert Y. Zomaya
:
Reinforcement learning in sustainable energy and electric systems: a survey. Annu. Rev. Control. 49: 145-163 (2020) - [j434]Kwon Nung Choi, Harini Kolamunna, Akila Uyanwatta, Kanchana Thilakarathna
, Suranga Seneviratne, Ralph Holz
, Mahbub Hassan, Albert Y. Zomaya
:
LoRadar: LoRa sensor network monitoring through passive packet sniffing. Comput. Commun. Rev. 50(4): 10-24 (2020) - [j433]Zizhao Wang, Wei Bao, Dong Yuan, Liming Ge, Nguyen Hoang Tran, Albert Y. Zomaya
:
Accelerating on-device DNN inference during service outage through scheduling early exit. Comput. Commun. 162: 69-82 (2020) - [j432]Jakapan Suaboot
, Zahir Tari
, Abdun Naser Mahmood, Albert Y. Zomaya
, Wei Li:
Sub-curve HMM: A malware detection approach based on partial analysis of API call sequences. Comput. Secur. 92: 101773 (2020) - [j431]Lizhe Wang, Dan Chen, Albert Y. Zomaya
, Laurence T. Yang, Dimitrios Georgakopoulos
:
Editorial for the special issue on big time series data. Computing 102(3): 741-743 (2020) - [j430]Yunliang Chen, Xiaodao Chen, Wangyang Liu, Yuchen Zhou, Albert Y. Zomaya
, Rajiv Ranjan
, Shiyan Hu:
Stochastic scheduling for variation-aware virtual machine placement in a cloud computing CPS. Future Gener. Comput. Syst. 105: 779-788 (2020) - [j429]Rajiv Ranjan, Lydia Y. Chen, Prem Prakash Jayaraman
, Albert Y. Zomaya
:
A note on advances in scheduling algorithms for Cyber-Physical-Social workflows. Future Gener. Comput. Syst. 108: 1027-1029 (2020) - [j428]Shuiguang Deng
, Hailiang Zhao
, Weijia Fang
, Jianwei Yin, Schahram Dustdar
, Albert Y. Zomaya
:
Edge Intelligence: The Confluence of Edge Computing and Artificial Intelligence. IEEE Internet Things J. 7(8): 7457-7469 (2020) - [j427]Xiaoxia Li
, Wei Li
, Qiang Yang
, Wenjun Yan, Albert Y. Zomaya
:
Edge-Computing-Enabled Unmanned Module Defect Detection and Diagnosis System for Large-Scale Photovoltaic Plants. IEEE Internet Things J. 7(10): 9651-9663 (2020) - [j426]Akshi Kumar
, Kathiravan Srinivasan
, Wen-Huang Cheng, Albert Y. Zomaya
:
Hybrid context enriched deep learning model for fine-grained sentiment analysis in textual and visual semiotic modality social data. Inf. Process. Manag. 57(1) (2020) - [j425]Aaisha Makkar
, Neeraj Kumar
, Albert Y. Zomaya
, Shalini Dhiman:
SPAMI: A cognitive spam protector for advertisement malicious images. Inf. Sci. 540: 17-37 (2020) - [j424]Sahil Garg, Kuljeet Kaur
, Shalini Batra, Gagangeet Singh Aujla, Graham Morgan
, Neeraj Kumar
, Albert Y. Zomaya
, Rajiv Ranjan:
En-ABC: An ensemble artificial bee colony based anomaly detection scheme for cloud environment. J. Parallel Distributed Comput. 135: 219-233 (2020) - [j423]Qi Shen
, Craig Sharp, Richard Davison, Gary Ushaw, Rajiv Ranjan, Albert Y. Zomaya
, Graham Morgan
:
A general purpose contention manager for software transactions on the GPU. J. Parallel Distributed Comput. 139: 1-17 (2020) - [j422]Sun-Yuan Hsieh, Cheng-Sheng Liu, Rajkumar Buyya
, Albert Y. Zomaya
:
Utilization-prediction-aware virtual machine consolidation approach for energy-efficient cloud data centers. J. Parallel Distributed Comput. 139: 99-109 (2020) - [j421]Mohsin Shafiq, Imtiaz A. Taj
, Mubeen Ghafoor, Syed Ali Tariq
, Assad Abbas
, Albert Y. Zomaya
:
Accelerating fingerprint identification using FPGA for large-scale applications. J. Parallel Distributed Comput. 141: 35-48 (2020) - [j420]Khaled Alwasel
, Devki Nandan Jha, Eduardo Hernández, Deepak Puthal, Mutaz Barika
, Blesson Varghese, Saurabh Kumar Garg
, Philip James
, Albert Y. Zomaya
, Graham Morgan
, Rajiv Ranjan:
IoTSim-SDWAN: A simulation framework for interconnecting distributed datacenters over Software-Defined Wide Area Network (SD-WAN). J. Parallel Distributed Comput. 143: 17-35 (2020) - [j419]Lin Gu, Deze Zeng
, Wei Li, Song Guo, Albert Y. Zomaya
, Hai Jin:
Intelligent VNF Orchestration and Flow Scheduling via Model-Assisted Deep Reinforcement Learning. IEEE J. Sel. Areas Commun. 38(2): 279-291 (2020) - [j418]Xiangle Cheng
, Yulei Wu
, Geyong Min
, Albert Y. Zomaya
, Xuming Fang
:
Safeguard Network Slicing in 5G: A Learning Augmented Optimization Approach. IEEE J. Sel. Areas Commun. 38(7): 1600-1613 (2020) - [j417]Amritpal Singh, Sahil Garg, Ravneet Kaur, Shalini Batra, Neeraj Kumar
, Albert Y. Zomaya
:
Probabilistic data structures for big data analytics: A comprehensive review. Knowl. Based Syst. 188 (2020) - [j416]Zhengzhe Xiang, Shuiguang Deng
, Javid Taheri, Albert Y. Zomaya
:
Dynamical Service Deployment and Replacement in Resource-Constrained Edges. Mob. Networks Appl. 25(2): 674-689 (2020) - [j415]Feng Lu, Wei Li, Hai Jin, Lu Gan, Albert Y. Zomaya
:
Shadow-Chain: A Decentralized Storage System for Log Data. IEEE Netw. 34(4): 68-74 (2020) - [j414]Devki Nandan Jha
, Khaled Alwasel
, Areeb Alshoshan, Xianghua Huang, Ranesh Kumar Naha
, Sudheer Kumar Battula
, Saurabh Garg
, Deepak Puthal, Philip James
, Albert Y. Zomaya
, Schahram Dustdar
, Rajiv Ranjan:
IoTSim-Edge: A simulation framework for modeling the behavior of Internet of Things and edge computing environments. Softw. Pract. Exp. 50(6): 844-867 (2020) - [j413]Boyu Qin
, Jin Ma
, Wei Li
, Tao Ding
, Haoyuan Sun
, Albert Y. Zomaya
:
Decomposition-Based Stability Analysis for Isolated Power Systems With Reduced Conservativeness. IEEE Trans Autom. Sci. Eng. 17(3): 1623-1632 (2020) - [j412]Zubair Shah
, Adnan Anwar
, Abdun Naser Mahmood
, Zahir Tari
, Albert Y. Zomaya
:
A Spatiotemporal Data Summarization Approach for Real-Time Operation of Smart Grid. IEEE Trans. Big Data 6(4): 624-637 (2020) - [j411]James Phung
, Young Choon Lee
, Albert Y. Zomaya
:
Lightweight Power Monitoring Framework for Virtualized Computing Environments. IEEE Trans. Computers 69(1): 14-25 (2020) - [j410]Wei Bao
, Dong Yuan, Bing Bing Zhou, Albert Y. Zomaya
:
Prune and Plant: Efficient Placement and Parallelism of Virtual Network Functions. IEEE Trans. Computers 69(6): 800-811 (2020) - [j409]Chi-Ting Chen, Ling-Ju Hung
, Sun-Yuan Hsieh
, Rajkumar Buyya
, Albert Y. Zomaya
:
Heterogeneous Job Allocation Scheduler for Hadoop MapReduce Using Dynamic Grouping Integrated Neighboring Search. IEEE Trans. Cloud Comput. 8(1): 193-206 (2020) - [j408]Nikos Tziritas
, Samee U. Khan
, Thanasis Loukopoulos
, Spyros Lalis
, Cheng-Zhong Xu
, Keqin Li
, Albert Y. Zomaya
:
Online Inter-Datacenter Service Migrations. IEEE Trans. Cloud Comput. 8(4): 1054-1068 (2020) - [j407]Sahibzada Muhammad Ali, Muhammad Jawad
, Muhammad Usman Shahid Khan
, Kashif Bilal
, Jacob Glower, Scott C. Smith, Samee U. Khan
, Keqin Li
, Albert Y. Zomaya
:
An Ancillary Services Model for Data Centers and Power Systems. IEEE Trans. Cloud Comput. 8(4): 1176-1188 (2020) - [j406]Yunliang Chen
, Lizhe Wang
, Xiaodao Chen, Rajiv Ranjan
, Albert Y. Zomaya
, Yuchen Zhou, Shiyan Hu
:
Stochastic Workload Scheduling for Uncoordinated Datacenter Clouds with Multiple QoS Constraints. IEEE Trans. Cloud Comput. 8(4): 1284-1295 (2020) - [j405]Xiaomin Chang
, Wei Li
, Albert Y. Zomaya
:
A Lightweight Short-Term Photovoltaic Power Prediction for Edge Computing. IEEE Trans. Green Commun. Netw. 4(4): 946-955 (2020) - [j404]Albert Y. Zomaya
, Neeraj Kumar
, Joel J. P. C. Rodrigues
, Gagangeet Singh Aujla
:
Guest Editorial: Special Section on Intelligent Informatics for Edge of Things in Smart Industrial Ecosystem. IEEE Trans. Ind. Informatics 16(3): 1933-1937 (2020) - [j403]Wei Liang
, Kuan-Ching Li
, Jing Long, Xiaoyan Kui
, Albert Y. Zomaya
:
An Industrial Network Intrusion Detection Algorithm Based on Multifeature Data Clustering Optimization Model. IEEE Trans. Ind. Informatics 16(3): 2063-2071 (2020) - [j402]Shuiguang Deng
, Zhengzhe Xiang, Peng Zhao
, Javid Taheri
, Honghao Gao
, Jianwei Yin, Albert Y. Zomaya
:
Dynamical Resource Allocation in Edge for Trustable Internet-of-Things Systems: A Reinforcement Learning Method. IEEE Trans. Ind. Informatics 16(9): 6103-6113 (2020) - [j401]Rohit Ranjan, Ishan Singh Thakur, Gagangeet Singh Aujla
, Neeraj Kumar
, Albert Y. Zomaya
:
Energy-Efficient Workflow Scheduling Using Container-Based Virtualization in Software-Defined Data Centers. IEEE Trans. Ind. Informatics 16(12): 7646-7657 (2020) - [j400]Chengwen Luo, Jiawei Wu, Jianqiang Li
, Jia Wang, Weitao Xu
, Zhong Ming, Bo Wei, Wei Li, Albert Y. Zomaya:
Gait Recognition as a Service for Unobtrusive User Identification in Smart Spaces. ACM Trans. Internet Things 1(1): 5:1-5:21 (2020) - [j399]Chenhan Xu
, Kun Wang
, Yanfei Sun
, Song Guo
, Albert Y. Zomaya
:
Redundancy Avoidance for Big Data in Data Centers: A Conventional Neural Network Approach. IEEE Trans. Netw. Sci. Eng. 7(1): 104-114 (2020) - [j398]Qingye Jiang, Young Choon Lee, Albert Y. Zomaya
:
The Limit of Horizontal Scaling in Public Clouds. ACM Trans. Model. Perform. Evaluation Comput. Syst. 5(1): 6:1-6:22 (2020) - [j397]Ahmad Salah
, Kenli Li, Qing Liao, Mervat Hashem, Zhiyong Li, Anthony T. Chronopoulos, Albert Y. Zomaya
:
A Time-space Efficient Algorithm for Parallel k-way In-place Merging based on Sequence Partitioning and Perfect Shuffle. ACM Trans. Parallel Comput. 7(2): 11:1-11:23 (2020) - [j396]Zheyi Chen
, Jia Hu
, Geyong Min
, Albert Y. Zomaya
, Tarek A. El-Ghazawi:
Towards Accurate Prediction for High-Dimensional and Highly-Variable Cloud Workloads with Deep Learning. IEEE Trans. Parallel Distributed Syst. 31(4): 923-934 (2020) - [j395]Young Ki Kim
, M. Reza HoseinyFarahabady
, Young Choon Lee
, Albert Y. Zomaya
:
Automated Fine-Grained CPU Cap Control in Serverless Computing Platform. IEEE Trans. Parallel Distributed Syst. 31(10): 2289-2301 (2020) - [j394]Yuedan Chen
, Guoqing Xiao
, M. Tamer Özsu
, Chubo Liu
, Albert Y. Zomaya
, Tao Li:
aeSpTV: An Adaptive and Efficient Framework for Sparse Tensor-Vector Product Kernel on a High-Performance Computing Platform. IEEE Trans. Parallel Distributed Syst. 31(10): 2329-2345 (2020) - [j393]Abdulatif Alabdulatif
, Ibrahim Khalil
, Albert Y. Zomaya
, Zahir Tari
, Xun Yi
:
Fully Homomorphic based Privacy-Preserving Distributed Expectation Maximization on Cloud. IEEE Trans. Parallel Distributed Syst. 31(11): 2668-2681 (2020) - [j392]Jie Zhu
, Xiaoping Li
, Rubén Ruiz
, Wei Li
, Haiping Huang
, Albert Y. Zomaya
:
Scheduling Periodical Multi-Stage Jobs With Fuzziness to Elastic Cloud Resources. IEEE Trans. Parallel Distributed Syst. 31(12): 2819-2833 (2020) - [j391]Lin Mu
, Enjin Zhao
, Yuewei Wang
, Albert Y. Zomaya
:
Buoy Sensor Cyberattack Detection in Offshore Petroleum Cyber-Physical Systems. IEEE Trans. Serv. Comput. 13(4): 653-662 (2020) - [j390]Ting Yang
, Yajian Zhang
, Wei Li
, Albert Y. Zomaya
:
Decentralized Networked Load Frequency Control in Interconnected Power Systems Based on Stochastic Jump System Theory. IEEE Trans. Smart Grid 11(5): 4427-4439 (2020) - [j389]Ayoub Alsarhan
, Yousef Kilani
, Ahmed Yassin Al-Dubai
, Albert Y. Zomaya
, Amir Hussain:
Novel Fuzzy and Game Theory Based Clustering and Decision Making for VANETs. IEEE Trans. Veh. Technol. 69(2): 1568-1581 (2020) - [j388]Nidhi Pathak
, Sudip Misra
, Anandarup Mukherjee
, Arijit Roy
, Albert Y. Zomaya
:
UAV Virtualization for Enabling Heterogeneous and Persistent UAV-as-a-Service. IEEE Trans. Veh. Technol. 69(6): 6731-6738 (2020) - [c301]M. Reza HoseinyFarahabady, Javid Taheri, Albert Y. Zomaya
, Zahir Tari
:
Spark-Tuner: An Elastic Auto-Tuner for Apache Spark Streaming. CLOUD 2020: 544-548 - [c300]Chang Tang, Xinwang Liu, Xinzhong Zhu, En Zhu, Kun Sun, Pichao Wang, Lizhe Wang, Albert Y. Zomaya:
R²MRF: Defocus Blur Detection via Recurrently Refining Multi-Scale Residual Features. AAAI 2020: 12063-12070 - [c299]Qingye Jiang, Young Choon Lee, Albert Y. Zomaya
:
The Power of ARM64 in Public Clouds. CCGRID 2020: 459-468 - [c298]Shaojun Zhang, Wei Li, Chen Wang
, Zahir Tari
, Albert Y. Zomaya
:
DyBatch: Efficient Batching and Fair Scheduling for Deep Learning Inference on Time-sharing Devices. CCGRID 2020: 609-618 - [c297]M. Reza Hoseinyfarahabady, Ali Jannesari
, Javid Taheri, Wei Bao, Albert Y. Zomaya
, Zahir Tari
:
Q-Flink: A QoS-Aware Controller for Apache Flink. CCGRID 2020: 629-638 - [c296]Young Ki Kim, Albert Y. Zomaya:
Multi-directional CPU resource control in edge computing. CoNEXT 2020: 550-551 - [c295]M. Reza HoseinyFarahabady, Javid Taheri, Albert Y. Zomaya, Zahir Tari
:
Auto-tuning of large-scale iterative operations on modern streaming platforms. CoNEXT 2020: 554-555 - [c294]Albert Y. Zomaya, Ziliang Zong, Keke Gai:
Message from the Program Chairs EdgeCom 2020 CSCloud-EdgeCom 2020. CSCloud/EdgeCom 2020: XV - [c293]Yinhao Li, Devki Nandan Jha, Gagangeet Singh Aujla, Graham Morgan
, Albert Y. Zomaya
, Rajiv Ranjan:
IoTWC: Analytic Hierarchy Process Based Internet of Things Workflow Composition System. IC2E 2020: 1-10 - [c292]Yucen Nan, Wei Li, Feng Lu, Flávia Coimbra Delicato, Albert Y. Zomaya
:
Realising Edge Analytics for Early Prediction of Readmission: A Case Study. IC2E 2020: 95-104 - [c291]Xiaomin Chang
, Wei Li, Jin Ma, Ting Yang, Albert Y. Zomaya
:
Interpretable Machine Learning In Sustainable Edge Computing: A Case Study of Short-Term Photovoltaic Power Output Prediction. ICASSP 2020: 8981-8985 - [c290]Canh T. Dinh, Nguyen Hoang Tran, Tuan Dung Nguyen, Wei Bao, Albert Y. Zomaya, Bing Bing Zhou:
Federated Learning with Proximal Stochastic Variance Reduced Gradient Algorithms. ICPP 2020: 48:1-48:11 - [c289]Albert Y. Zomaya:
HCW 2020 Keynote Speaker Edge Intelligence Empowering IoT Data Analytics. IPDPS Workshops 2020: 1 - [c288]Shaojun Zhang, Chen Wang
, Albert Y. Zomaya
:
Adversarial Attacks in a Deep Reinforcement Learning based Cluster Scheduler. MASCOTS 2020: 1-8 - [c287]Zezheng Zhao, Chunqiu Xia, Lian Chi, Xiaomin Chang
, Wei Li, Ting Yang, Albert Y. Zomaya
:
An Adaptive Multi-objective Salp Swarm Algorithm for Efficient Demand Side Management. MASS 2020: 292-299 - [c286]Shigeng Zhang, Xuan Liu, Song Guo, Albert Y. Zomaya, Jianxin Wang:
Why queue up?: fast parallel search of RFID tags for multiple users. MobiHoc 2020: 211-220 - [c285]Albert Y. Zomaya:
Lightweight Short-term Photovoltaic Power Prediction for Mobile Edge Computing. MSWiM 2020: 129 - [c284]M. Reza HoseinyFarahabady, Javid Taheri, Albert Y. Zomaya
, Zahir Tari
:
A Dynamic Resource Controller for Resolving Quality of Service Issues in Modern Streaming Processing Engines. NCA 2020: 1-8 - [c283]MohammadReza HoseinyFarahabady, Javid Taheri, Albert Y. Zomaya, Zahir Tari:
Graceful Performance Degradation in Apache Storm. PDCAT 2020: 389-400 - [c282]Weitao Xu
, Zhenjiang Li, Wanli Xue, Xiaotong Yu, Jia Wang, Chengwen Luo, Wei Li, Albert Y. Zomaya
:
Inaudible acoustic signal based key agreement system for IoT devices: poster abstract. SenSys 2020: 689-690 - [c281]Omid Tavallaie
, Javid Taheri, Albert Y. Zomaya
:
Towards optimizing time-slotted channel hopping scheduling on 6TiSCH networks: poster abstract. SenSys 2020: 737-738 - [e44]Sheng Wen, Albert Y. Zomaya, Laurence T. Yang:
Algorithms and Architectures for Parallel Processing - 19th International Conference, ICA3PP 2019, Melbourne, VIC, Australia, December 9-11, 2019, Proceedings, Part I. Lecture Notes in Computer Science 11944, Springer 2020, ISBN 978-3-030-38990-1 [contents] - [e43]Sheng Wen, Albert Y. Zomaya, Laurence T. Yang:
Algorithms and Architectures for Parallel Processing - 19th International Conference, ICA3PP 2019, Melbourne, VIC, Australia, December 9-11, 2019, Proceedings, Part II. Lecture Notes in Computer Science 11945, Springer 2020, ISBN 978-3-030-38960-4 [contents] - [e42]Frank Y. Li, Albert Y. Zomaya, Rodolfo W. L. Coutinho:
Proceedings of the 18th ACM International Symposium on Mobility Management and Wireless Access, MobiWac 2020, Alicante, Spain, November 16-20, 2020. ACM 2020, ISBN 978-1-4503-8119-2 [contents] - [i34]Jinani Sooriyaarachchi, Suranga Seneviratne, Kanchana Thilakarathna, Albert Y. Zomaya:
MusicID: A Brainwave-based User Authentication System for Internet of Things. CoRR abs/2006.01751 (2020) - [i33]Jin Wang, Jia Hu, Geyong Min, Albert Y. Zomaya, Nektarios Georgalas:
Fast Adaptive Task Offloading in Edge Computing based on Meta Reinforcement Learning. CoRR abs/2008.02033 (2020) - [i32]Zhengjie Yang, Wei Bao, Dong Yuan, Nguyen Hoang Tran, Albert Y. Zomaya:
Federated Learning with Nesterov Accelerated Gradient Momentum Method. CoRR abs/2009.08716 (2020) - [i31]Weiguang Chen, Wenjun Jiang, Xueqi Li, Kenli Li, Albert Y. Zomaya, Guojun Wang:
Semi-Disentangled Representation Learning in Recommendation System. CoRR abs/2010.13282 (2020) - [i30]Tiansheng Huang, Weiwei Lin, Wentai Wu, Ligang He, Keqin Li, Albert Y. Zomaya:
An Efficiency-boosting Client Selection Scheme for Federated Learning with Fairness Guarantee. CoRR abs/2011.01783 (2020) - [i29]Mahendra Piraveenan, Shailendra Sawleshwarkar, Michael Walsh, Iryna Zablotska, Samit Bhattacharyya, Habib Hassan Farooqui, Tarun Bhatnagar, Anup Karan, Manoj Murhekar, Sanjay Zodpey, K. S. Mallikarjuna Rao, Philippa Pattison, Albert Y. Zomaya, Matjaz Perc:
Optimal governance and implementation of vaccination programs to contain the COVID-19 pandemic. CoRR abs/2011.06455 (2020) - [i28]Tiansheng Huang, Weiwei Lin, Keqin Li, Albert Y. Zomaya:
Stochastic Client Selection for Federated Learning with Volatile Clients. CoRR abs/2011.08756 (2020) - [i27]Hailiang Zhao, Shuiguang Deng, Zijie Liu, Zhengzhe Xiang, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
DPoS: Decentralized, Privacy-Preserving, and Low-Complexity Online Slicing for Multi-Tenant Networks. CoRR abs/2012.14108 (2020)
2010 – 2019
- 2019
- [j387]Junyu Lu, Yuzhu Wang
, Yueqin Zhu, Xiaohui Ji
, Tingyan Xing, Wei Li, Albert Y. Zomaya
:
P_Segnet and NP_Segnet: New Neural Network Architectures for Cloud Recognition of Remote Sensing Images. IEEE Access 7: 87323-87333 (2019) - [j386]Shengtao Sun
, Jibing Gong, Albert Y. Zomaya
, Aizhi Wu:
A distributed incremental information acquisition model for large-scale text data. Clust. Comput. 22(Suppl 1): 2383-2394 (2019) - [j385]Albert Y. Zomaya
:
A Novel Hierarchical Two-Tier Node-Deployment Strategy for Sustainable Wireless Sensor Networks. Computer 52(3): 4-5 (2019) - [j384]Rathin Chandra Shit
, Suraj Sharma
, Deepak Puthal
, Philip James
, Biswajeet Pradhan
, Aad van Moorsel, Albert Y. Zomaya
, Rajiv Ranjan
:
Ubiquitous Localization (UbiLoc): A Survey and Taxonomy on Device Free Localization for Smart World. IEEE Commun. Surv. Tutorials 21(4): 3532-3564 (2019) - [j383]Rajkumar Buyya
, Satish Narayana Srirama
, Giuliano Casale
, Rodrigo N. Calheiros, Yogesh Simmhan
, Blesson Varghese, Erol Gelenbe, Bahman Javadi, Luis Miguel Vaquero
, Marco A. S. Netto, Adel Nadjaran Toosi
, Maria Alejandra Rodriguez
, Ignacio Martín Llorente, Sabrina De Capitani di Vimercati, Pierangela Samarati, Dejan S. Milojicic
, Carlos A. Varela, Rami Bahsoon, Marcos Dias de Assunção, Omer F. Rana
, Wanlei Zhou
, Hai Jin, Wolfgang Gentzsch, Albert Y. Zomaya
, Haiying Shen:
A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade. ACM Comput. Surv. 51(5): 105:1-105:38 (2019) - [j382]Mutaz Barika
, Saurabh Kumar Garg
, Albert Y. Zomaya
, Lizhe Wang, Aad van Moorsel, Rajiv Ranjan:
Orchestrating Big Data Analysis Workflows in the Cloud: Research Challenges, Survey, and Future Directions. ACM Comput. Surv. 52(5): 95:1-95:41 (2019) - [j381]Wei Liang
, Jing Long, Tien-Hsiung Weng, Xuhui Chen, Kuan-Ching Li
, Albert Y. Zomaya
:
TBRS: A trust based recommendation scheme for vehicular CPS network. Future Gener. Comput. Syst. 92: 383-398 (2019) - [j380]Igor Leão dos Santos
, Luci Pirmez, Flávia Coimbra Delicato, Gabriel Martins de Oliveira Costa, Claudio M. de Farias, Samee U. Khan
, Albert Y. Zomaya
:
Zeus: A resource allocation algorithm for the cloud of sensors. Future Gener. Comput. Syst. 92: 564-581 (2019) - [j379]Shuyun Luo, Zhenyu Wen, Xiaomei Zhang, Weiqiang Xu, Albert Y. Zomaya
, Rajiv Ranjan:
GoSharing: An intelligent incentive framework based on users' association for cooperative content sharing in mobile edge networks. Future Gener. Comput. Syst. 95: 601-614 (2019) - [j378]Sherif Sakr, Albert Y. Zomaya
, Athanasios V. Vasilakos
:
Editorial for Special issue of FGCS special issue on "Benchmarking big data systems". Future Gener. Comput. Syst. 96: 32-34 (2019) - [j377]Ze Deng
, Meng Wang
, Lizhe Wang
, Xiaohui Huang
, Wei Han
, Junde Chu, Albert Y. Zomaya
:
An Efficient Indexing Approach for Continuous Spatial Approximate Keyword Queries over Geo-Textual Streaming Data. ISPRS Int. J. Geo Inf. 8(2): 57 (2019) - [j376]Shigeng Zhang
, Chengwei Yang
, Danming Jiang, Xiaoyan Kui
, Song Guo
, Albert Y. Zomaya
, Jianxin Wang:
Nothing Blocks Me: Precise and Real-Time LOS/NLOS Path Recognition in RFID Systems. IEEE Internet Things J. 6(3): 5814-5824 (2019) - [j375]Shubhani Aggarwal
, Rajat Chaudhary, Gagangeet Singh Aujla, Neeraj Kumar
, Kim-Kwang Raymond Choo
, Albert Y. Zomaya
:
Blockchain for smart communities: Applications, challenges and opportunities. J. Netw. Comput. Appl. 144: 13-48 (2019) - [j374]Deepak Puthal, Rajiv Ranjan, Ashish Nanda
, Priyadarsi Nanda, Prem Prakash Jayaraman
, Albert Y. Zomaya
:
Secure authentication and load balancing of distributed edge datacenters. J. Parallel Distributed Comput. 124: 60-69 (2019) - [j373]Gagangeet Singh Aujla
, Neeraj Kumar
, Mukesh Singh, Albert Y. Zomaya
:
Energy trading with dynamic pricing for electric vehicles in a smart city environment. J. Parallel Distributed Comput. 127: 169-183 (2019) - [j372]Abdulatif Alabdulatif
, Ibrahim Khalil
, Heshan Kumarage, Albert Y. Zomaya
, Xun Yi:
Privacy-preserving anomaly detection in the cloud for quality assured decision-making in smart cities. J. Parallel Distributed Comput. 127: 209-223 (2019) - [j371]Xun Yi, Zahir Tari
, Feng Hao
, Liqun Chen
, Joseph K. Liu, Xuechao Yang
, Kwok-Yan Lam
, Ibrahim Khalil
, Albert Y. Zomaya
:
Efficient threshold password-authenticated secret sharing protocols for cloud computing. J. Parallel Distributed Comput. 128: 57-70 (2019) - [j370]Lin Gu
, Deze Zeng
, Sheng Tao, Song Guo
, Hai Jin
, Albert Y. Zomaya
, Weihua Zhuang
:
Fairness-Aware Dynamic Rate Control and Flow Scheduling for Network Utility Maximization in Network Service Chain. IEEE J. Sel. Areas Commun. 37(5): 1059-1071 (2019) - [j369]Kai-Lung Hua
, Ho Thi Trang
, Kathiravan Srinivasan
, Yung-Yao Chen, Chun-Hao Chen, Vishal Sharma
, Albert Y. Zomaya
:
Reduction of Artefacts in JPEG-XR Compressed Images. Sensors 19(5): 1214 (2019) - [j368]Kun Wang
, Chenhan Xu
, Yan Zhang
, Song Guo
, Albert Y. Zomaya
:
Robust Big Data Analytics for Electricity Price Forecasting in the Smart Grid. IEEE Trans. Big Data 5(1): 34-45 (2019) - [j367]Gagangeet Singh Aujla
, Mukesh Singh, Neeraj Kumar
, Albert Y. Zomaya
:
Stackelberg Game for Energy-Aware Resource Allocation to Sustain Data Centers Using RES. IEEE Trans. Cloud Comput. 7(4): 1109-1123 (2019) - [j366]Wei Li
, Xiaomin Chang
, Junwei Cao, Ting Yang, Yaojie Sun, Albert Y. Zomaya
:
A Sustainable and User-Behavior-Aware Cyber-Physical System for Home Energy Management. ACM Trans. Cyber Phys. Syst. 3(4): 37:1-37:24 (2019) - [j365]Pengyi Yang
, John T. Ormerod, Wei Liu
, Chendong Ma, Albert Y. Zomaya
, Jean Yee Hwa Yang
:
AdaSampling for Positive-Unlabeled and Label Noise Learning With Bioinformatics Applications. IEEE Trans. Cybern. 49(5): 1932-1943 (2019) - [j364]Huawei Huang
, Song Guo
, Weifa Liang
, Kun Wang
, Albert Y. Zomaya
:
Green Data-Collection From Geo-Distributed IoT Networks Through Low-Earth-Orbit Satellites. IEEE Trans. Green Commun. Netw. 3(3): 806-816 (2019) - [j363]Sahil Garg
, Kuljeet Kaur
, Neeraj Kumar
, Georges Kaddoum
, Albert Y. Zomaya
, Rajiv Ranjan:
A Hybrid Deep Learning-Based Model for Anomaly Detection in Cloud Datacenter Networks. IEEE Trans. Netw. Serv. Manag. 16(3): 924-935 (2019) - [j362]Qiufen Xia
, Zichuan Xu
, Weifa Liang
, Shui Yu
, Song Guo
, Albert Y. Zomaya
:
Efficient Data Placement and Replication for QoS-Aware Approximate Query Evaluation of Big Data Analytics. IEEE Trans. Parallel Distributed Syst. 30(12): 2677-2691 (2019) - [c280]Zhongli Dong, Emma Zheng, Young Choon Lee, Albert Y. Zomaya
:
DAGBENCH: A Performance Evaluation Framework for DAG Distributed Ledgers. CLOUD 2019: 264-271 - [c279]Qingye Jiang, Young Choon Lee, Albert Y. Zomaya
:
Scalable Video Transcoding in Public Clouds. CCGRID 2019: 70-75 - [c278]Chang Tang
, Xinzhong Zhu, Xinwang Liu, Lizhe Wang, Albert Y. Zomaya
:
DeFusionNET: Defocus Blur Detection via Recurrently Fusing and Refining Multi-Scale Deep Features. CVPR 2019: 2700-2709 - [c277]Liang Zhao
, Zhuhui Li
, Jiajia Li
, Ahmed Yassin Al-Dubai
, Geyong Min, Albert Y. Zomaya
:
A Temporal-Information-Based Adaptive Routing Algorithm for Software Defined Vehicular Networks. ICC 2019: 1-6 - [c276]James Phung, Young Choon Lee, Albert Y. Zomaya
:
Energy Efficiency Evaluation of Distributed Systems. ICCS (5) 2019: 756-763 - [c275]Lin Gu, Deze Zeng, Wei Li, Song Guo, Albert Y. Zomaya
, Hai Jin:
Deep Reinforcement Learning Based VNF Management in Geo-distributed Edge Computing. ICDCS 2019: 934-943 - [c274]Yidan Wang, Zahir Tari
, Xiaoran Huang, Albert Y. Zomaya
:
A Network-aware and Partition-based Resource Management Scheme for Data Stream Processing. ICPP 2019: 20:1-20:10 - [c273]Omid Tavallaie
, Javid Taheri, Albert Y. Zomaya
:
QCF: QoS-Aware Communication Framework for Real-Time IoT Services. ICSOC 2019: 353-368 - [c272]Hongyue Wu, Shuiguang Deng
, Wei Li, Jianwei Yin, Xiaohong Li, Zhiyong Feng, Albert Y. Zomaya
:
Mobility-Aware Service Selection in Mobile Edge Computing Systems. ICWS 2019: 201-208 - [c271]Chengwen Luo, Xingyu Feng, Junliang Chen, Jianqiang Li
, Weitao Xu
, Wei Li, Li Zhang, Zahir Tari
, Albert Y. Zomaya
:
Brush like a Dentist: Accurate Monitoring of Toothbrushing via Wrist-Worn Gesture Sensing. INFOCOM 2019: 1234-1242 - [c270]Nguyen Hoang Tran
, Wei Bao
, Albert Y. Zomaya
, Minh N. H. Nguyen, Choong Seon Hong
:
Federated Learning over Wireless Networks: Optimization Model Design and Analysis. INFOCOM 2019: 1387-1395 - [c269]Nikos Tziritas, Thanasis Loukopoulos, Samee Khan
, Cheng-Zhong Xu
, Albert Y. Zomaya
:
Online Live VM Migration Algorithms to Minimize Total Migration Time and Downtime. IPDPS 2019: 406-417 - [c268]Albert Y. Zomaya
:
Keynote 2: Resource Management in Edge Computing: Opportunities and Open Issues. ISCC 2019: 1 - [c267]Mingxin Wang, Yiqiang Zhang, Jian Sun, Wei Li, Albert Y. Zomaya
, Yaojie Sun:
Towards a Data-Driven Symbiosis of Agriculture and Photovoltaics. iThings/GreenCom/CPSCom/SmartData 2019: 903-908 - [c266]Zizhao Wang, Wei Bao
, Dong Yuan, Liming Ge, Nguyen Hoang Tran
, Albert Y. Zomaya
:
SEE: Scheduling Early Exit for Mobile DNN Inference during Service Outage. MSWiM 2019: 279-288 - [c265]M. Reza HoseinyFarahabady, Ali Jannesari
, Zahir Tari
, Javid Taheri, Albert Y. Zomaya
:
Dynamic Control of CPU Cap Allocations in Stream Processing and Data-Flow Platforms. NCA 2019: 1-8 - [c264]Omid Tavallaie
, Javid Taheri, Albert Y. Zomaya
:
MARA: Mobility-Aware Rate Adaptation for Low Power IoT Networks Using Game Theory. NCA 2019: 1-9 - [c263]M. Reza Hoseinyfarahabady, Ali Jannesari
, Wei Bao, Zahir Tari
, Albert Y. Zomaya:
Real-Time Stream Data Processing at Scale. PDCAT 2019: 46-51 - [c262]M. Reza Hoseinyfarahabady, Zahir Tari
, Albert Y. Zomaya:
Disk Throughput Controller for Cloud Data-Centers. PDCAT 2019: 404-409 - [c261]Xiaoxia Li, Wei Li, Qiang Yang, Wenjun Yan, Albert Y. Zomaya
:
Building an Online Defect Detection System for Large-scale Photovoltaic Plants. BuildSys 2019: 253-262 - [c260]Devki Nandan Jha, Michael Nee, Zhenyu Wen, Albert Y. Zomaya
, Rajiv Ranjan:
SmartDBO: Smart Docker Benchmarking Orchestrator for Web-application. WWW 2019: 3555-3559 - [p12]Igor Leão dos Santos, Flávia Coimbra Delicato, Luci Pirmez, Paulo F. Pires, Albert Y. Zomaya:
Resource Allocation and Task Scheduling in the Cloud of Sensors. Mission-Oriented Sensor Networks and Systems (1) 2019: 265-305 - [e41]Jesús Carretero, Emmanuel Jeannot, Albert Y. Zomaya:
Ultrascale Computing Systems. IET 2019, ISBN 978-178-5618-33-8 [contents] - [e40]Zheng Xiao, Laurence T. Yang, Pavan Balaji, Tao Li, Keqin Li, Albert Y. Zomaya:
21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2019, Zhangjiajie, China, August 10-12, 2019. IEEE 2019, ISBN 978-1-7281-2058-4 [contents] - [e39]Sherif Sakr, Albert Y. Zomaya:
Encyclopedia of Big Data Technologies. Springer 2019, ISBN 978-3-319-63962-8 [contents] - [i26]Zhongli Dong, Young Choon Lee, Albert Y. Zomaya:
Proofware: Proof of Useful Work Blockchain Consensus Protocol for Decentralized Applications. CoRR abs/1903.09276 (2019) - [i25]Min Chen, Yingying Jiang, Yong Cao, Albert Y. Zomaya:
CreativeBioMan: Brain and Body Wearable Computing based Creative Gaming System. CoRR abs/1906.01801 (2019) - [i24]Shuiguang Deng, Hailiang Zhao, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
Edge Intelligence: the Confluence of Edge Computing and Artificial Intelligence. CoRR abs/1909.00560 (2019) - [i23]Devki Nandan Jha, Khaled Alwasel, Areeb Alshoshan, Xianghua Huang, Ranesh Kumar Naha, Sudheer Kumar Battula, Saurabh Kumar Garg, Deepak Puthal, Philip James, Albert Y. Zomaya, Schahram Dustdar, Rajiv Ranjan:
IoTSim-Edge: A Simulation Framework for Modeling the Behaviour of IoT and Edge Computing Environments. CoRR abs/1910.03026 (2019) - [i22]Bin Qian, Jie Su, Zhenyu Wen, Devki Nandan Jha, Yinhao Li, Yu Guan, Deepak Puthal, Philip James, Renyu Yang, Albert Y. Zomaya, Omer F. Rana, Lizhe Wang, Rajiv Ranjan:
Orchestrating Development Lifecycle of Machine Learning Based IoT Applications: A Survey. CoRR abs/1910.05433 (2019) - [i21]Canh T. Dinh, Nguyen Hoang Tran, Minh N. H. Nguyen, Choong Seon Hong, Wei Bao, Albert Y. Zomaya, Vincent Gramoli:
Federated Learning over Wireless Networks: Convergence Analysis and Resource Allocation. CoRR abs/1910.13067 (2019) - 2018
- [j361]Shuiguang Deng
, Zhengzhe Xiang, Jianwei Yin, Javid Taheri
, Albert Y. Zomaya
:
Composition-Driven IoT Service Provisioning in Distributed Edges. IEEE Access 6: 54258-54269 (2018) - [j360]Sambit Kumar Mishra
, Deepak Puthal
, Bibhudatta Sahoo
, Suraj Sharma
, Zhi Xue, Albert Y. Zomaya
:
Energy-Efficient Deployment of Edge Dataenters for Mobile Clouds in Sustainable IoT. IEEE Access 6: 56587-56597 (2018) - [j359]Sherif Sakr, Albert Y. Zomaya
:
Editorial for Special Issue of Journal of Big Data Research on "Big Medical/Healthcare Data Analytics". Big Data Res. 13: 1-2 (2018) - [j358]Dhivya Elavarasan
, P. M. Durai Raj Vincent
, Vishal Sharma
, Albert Y. Zomaya
, Kathiravan Srinivasan
:
Forecasting yield by integrating agrarian factors and machine learning models: A survey. Comput. Electron. Agric. 155: 257-282 (2018) - [j357]Swati Sucharita Roy, Deepak Puthal, Suraj Sharma
, Saraju P. Mohanty
, Albert Y. Zomaya
:
Building a Sustainable Internet of Things: Energy-Efficient Routing Using Low-Power Sensors Will Meet the Need. IEEE Consumer Electron. Mag. 7(2): 42-49 (2018) - [j356]Rajiv Ranjan
, Omer F. Rana
, Surya Nepal
, Mazin Yousif, Philip James
, Zhenya Wen, Stuart L. Barr
, Paul Watson
, Prem Prakash Jayaraman
, Dimitrios Georgakopoulos
, Massimo Villari, Maria Fazio, Saurabh Kumar Garg
, Rajkumar Buyya
, Lizhe Wang, Albert Y. Zomaya
, Schahram Dustdar
:
The Next Grand Challenges: Integrating the Internet of Things and Data Science. IEEE Cloud Comput. 5(3): 12-26 (2018) - [j355]Deepak Puthal, Mohammad S. Obaidat, Priyadarsi Nanda, Mukesh Prasad
, Saraju P. Mohanty, Albert Y. Zomaya
:
Secure and Sustainable Load Balancing of Edge Data Centers in Fog Computing. IEEE Commun. Mag. 56(5): 60-65 (2018) - [j354]Wei Li, Ting Yang, Flávia Coimbra Delicato, Paulo F. Pires, Zahir Tari
, Samee U. Khan
, Albert Y. Zomaya
:
On Enabling Sustainable Edge Computing with Renewable Energy Resources. IEEE Commun. Mag. 56(5): 94-101 (2018) - [j353]Ejaz Ahmed, Muhammad Imran, Albert Y. Zomaya
, Ammar Rayes, Joel J. P. C. Rodrigues, Wael Guibène:
Enabling Wireless Communications and Networking Technologies of Edge Computing. IEEE Commun. Mag. 56(9): 94-95 (2018) - [j352]Rathin Chandra Shit
, Suraj Sharma
, Deepak Puthal
, Albert Y. Zomaya
:
Location of Things (LoT): A Review and Taxonomy of Sensors Localization in IoT Infrastructure. IEEE Commun. Surv. Tutorials 20(3): 2028-2061 (2018) - [j351]Lizhe Wang
, Yan Ma, Jining Yan
, Victor Chang
, Albert Y. Zomaya
:
pipsCloud: High performance cloud computing for remote sensing big data management and processing. Future Gener. Comput. Syst. 78: 353-368 (2018) - [j350]Xiaokang Zhou, Albert Y. Zomaya
, Weimin Li, Ivan Ruchkin
:
Cybermatics: Advanced Strategy and Technology for Cyber-Enabled Systems and Applications. Future Gener. Comput. Syst. 79: 350-353 (2018) - [j349]Binqi Zhang
, Chen Wang
, Bing Bing Zhou
, Dong Yuan, Albert Y. Zomaya
:
DCDedupe: Selective Deduplication and Delta Compression with Effective Routing for Distributed Storage. J. Grid Comput. 16(2): 195-209 (2018) - [j348]Yunbo Tang, Dan Chen, Lizhe Wang
, Albert Y. Zomaya
, Jingying Chen, Honghai Liu:
Bayesian tensor factorization for multi-way analysis of multi-dimensional EEG. Neurocomputing 318: 162-174 (2018) - [j347]Maria G. Koziri, Panos K. Papadopoulos, Nikos Tziritas, Thanasis Loukopoulos, Samee U. Khan
, Albert Y. Zomaya
:
Efficient Cloud Provisioning for Video Transcoding: Review, Open Challenges and Future Opportunities. IEEE Internet Comput. 22(5): 46-55 (2018) - [j346]Qiang Yang, Wei Li, José Neuman de Souza
, Albert Y. Zomaya
:
Resilient virtual communication networks using multi-commodity flow based local optimal mapping. J. Netw. Comput. Appl. 110: 43-51 (2018) - [j345]Xiao Sun
, Chen Zhang, Guoqiang Li, Daniel Sun, Fuji Ren, Albert Y. Zomaya
, Rajiv Ranjan
:
Detecting users' anomalous emotion using social media for business intelligence. J. Comput. Sci. 25: 193-200 (2018) - [j344]Israel Casas
, Javid Taheri
, Rajiv Ranjan
, Lizhe Wang, Albert Y. Zomaya
:
GA-ETI: An enhanced genetic algorithm for the scheduling of scientific workflows in cloud environments. J. Comput. Sci. 26: 318-331 (2018) - [j343]Xuezhi Zeng, Saurabh Kumar Garg
, Zhenyu Wen, Peter Strazdins, Albert Y. Zomaya
, Rajiv Ranjan
:
Cost efficient scheduling of MapReduce applications on public clouds. J. Comput. Sci. 26: 375-388 (2018) - [j342]Yucen Nan, Wei Li, Wei Bao
, Flávia Coimbra Delicato, Paulo F. Pires
, Albert Y. Zomaya
:
A dynamic tradeoff data processing framework for delay-sensitive applications in Cloud of Things systems. J. Parallel Distributed Comput. 112: 53-66 (2018) - [j341]Nouredine Melab, Albert Y. Zomaya
, Imen Chakroun:
Parallel optimization using/for multi and many-core high performance computing. J. Parallel Distributed Comput. 112: 109-110 (2018) - [j340]Weisheng Si
, Quincy Tse, Guoqiang Mao
, Albert Y. Zomaya
:
On the performance of greedy forwarding on Yao and Theta graphs. J. Parallel Distributed Comput. 117: 87-97 (2018) - [j339]Tahir Maqsood, Nikos Tziritas
, Thanasis Loukopoulos
, Sajjad Ahmad Madani
, Samee U. Khan
, Cheng-Zhong Xu
, Albert Y. Zomaya
:
Energy and communication aware task mapping for MPSoCs. J. Parallel Distributed Comput. 121: 71-89 (2018) - [j338]Xiangle Cheng
, Yulei Wu
, Geyong Min, Albert Y. Zomaya
:
Network Function Virtualization in Dynamic Networks: A Stochastic Perspective. IEEE J. Sel. Areas Commun. 36(10): 2218-2232 (2018) - [j337]Muhammad Usman Shahid Khan
, Assad Abbas
, Mazhar Ali
, Muhammad Jawad
, Samee U. Khan
, Keqin Li, Albert Y. Zomaya
:
On the Correlation of Sensor Location and Human Activity Recognition in Body Area Networks (BANs). IEEE Syst. J. 12(1): 82-91 (2018) - [j336]Zheng Li
, Rajiv Ranjan
, Liam O'Brien, He Zhang, Muhammad Ali Babar, Albert Y. Zomaya
, Lizhe Wang:
On the Communication Variability Analysis of the NeCTAR Research Cloud System. IEEE Syst. J. 12(2): 1506-1517 (2018) - [j335]Sambit Kumar Mishra, Deepak Puthal, Bibhudatta Sahoo
, Prem Prakash Jayaraman
, Jun Song
, Albert Y. Zomaya
, Rajiv Ranjan
:
Energy-efficient VM-placement in cloud data center. Sustain. Comput. Informatics Syst. 20: 48-55 (2018) - [j334]Jianwei Yin, Yan Tang, Shuiguang Deng
, Ying Li, Albert Y. Zomaya
:
D3: A Dynamic Dual-Phase Deduplication Framework for Distributed Primary Storage. IEEE Trans. Computers 67(2): 193-207 (2018) - [j333]Mazhar Ali, Kashif Bilal, Samee U. Khan
, Bharadwaj Veeravalli, Keqin Li, Albert Y. Zomaya
:
DROPS: Division and Replication of Data in Cloud for Optimal Performance and Security. IEEE Trans. Cloud Comput. 6(2): 303-315 (2018) - [j332]Ting Yang, Young Choon Lee
, Albert Y. Zomaya
:
Collective Energy-Efficiency Approach to Data Center Networks Planning. IEEE Trans. Cloud Comput. 6(3): 656-666 (2018) - [j331]Chengwen Luo
, Chaoxi Li, Hande Hong, Jianqiang Li
, Wei Li
, Zhong Ming, Albert Y. Zomaya
:
SODAR: Nonobtrusive Off-Line Social Structure Reconstruction Through Passive Wireless Sensing. IEEE Trans. Comput. Soc. Syst. 5(3): 871-883 (2018) - [j330]Muhammad Usman Shahid Khan
, Mazhar Ali
, Assad Abbas
, Samee U. Khan
, Albert Y. Zomaya
:
Segregating Spammers and Unsolicited Bloggers from Genuine Experts on Twitter. IEEE Trans. Dependable Secur. Comput. 15(4): 551-560 (2018) - [j329]Gagangeet Singh Aujla
, Neeraj Kumar
, Albert Y. Zomaya
, Rajiv Ranjan
:
Optimal Decision Making for Big Data Processing at Edge-Cloud Environment: An SDN Perspective. IEEE Trans. Ind. Informatics 14(2): 778-789 (2018) - [j328]Ayoub Alsarhan
, Ahmed Yassin Al-Dubai
, Geyong Min, Albert Y. Zomaya
, Mohammad Bsoul
:
A New Spectrum Management Scheme for Road Safety in Smart Cities. IEEE Trans. Intell. Transp. Syst. 19(11): 3496-3506 (2018) - [j327]Devinder Kaur
, Gagangeet Singh Aujla
, Neeraj Kumar
, Albert Y. Zomaya
, Charith Perera, Rajiv Ranjan
:
Tensor-Based Big Data Management Scheme for Dimensionality Reduction Problem in Smart Grid Systems: SDN Perspective. IEEE Trans. Knowl. Data Eng. 30(10): 1985-1998 (2018) - [j326]Vishal Sharma
, Ravinder Kumar
, Wen-Huang Cheng
, Mohammed Atiquzzaman
, Kathiravan Srinivasan
, Albert Y. Zomaya
:
NHAD: Neuro-Fuzzy Based Horizontal Anomaly Detection in Online Social Networks. IEEE Trans. Knowl. Data Eng. 30(11): 2171-2184 (2018) - [j325]Ayoub Alsarhan, Awni Itradat, Ahmed Yassin Al-Dubai
, Albert Y. Zomaya
, Geyong Min
:
Adaptive Resource Allocation and Provisioning in Multi-Service Cloud Environments. IEEE Trans. Parallel Distributed Syst. 29(1): 31-42 (2018) - [j324]Zubair Shah
, Abdun Naser Mahmood
, Michael Barlow, Zahir Tari
, Xun Yi
, Albert Y. Zomaya
:
Computing Hierarchical Summary from Two-Dimensional Big Data Streams. IEEE Trans. Parallel Distributed Syst. 29(4): 803-818 (2018) - [j323]Mehdi Sookhak
, F. Richard Yu
, Albert Y. Zomaya
:
Auditing Big Data Storage in Cloud Computing Using Divide and Conquer Tables. IEEE Trans. Parallel Distributed Syst. 29(5): 999-1012 (2018) - [j322]Ze Deng
, Lizhe Wang
, Wei Han
, Rajiv Ranjan
, Albert Y. Zomaya
:
G-ML-Octree: An Update-Efficient Index Structure for Simulating 3D Moving Objects Across GPUs. IEEE Trans. Parallel Distributed Syst. 29(5): 1075-1088 (2018) - [j321]M. Reza HoseinyFarahabady
, Albert Y. Zomaya
, Zahir Tari
:
A Model Predictive Controller for Managing QoS Enforcements and Microarchitecture-Level Interferences in a Lambda Platform. IEEE Trans. Parallel Distributed Syst. 29(7): 1442-1455 (2018) - [j320]Tian Ding
, Ming Ding
, Guoqiang Mao
, Zihuai Lin
, Albert Y. Zomaya
, David López-Pérez:
Performance Analysis of Dense Small Cell Networks With Dynamic TDD. IEEE Trans. Veh. Technol. 67(10): 9816-9830 (2018) - [c259]Deafallah Alsadie
, Zahir Tari
, Eidah J. Alzahrani
, Albert Y. Zomaya
:
Dynamic resource allocation for an energy efficient VM architecture for cloud computing. ACSW 2018: 16:1-16:8 - [c258]Young Ki Kim, M. Reza HoseinyFarahabady
, Young Choon Lee
, Albert Y. Zomaya
:
Decentralized Admission Control for High-Throughput Key-Value Data Stores. CCGrid 2018: 503-512 - [c257]Qingye Jiang, Young Choon Lee
, Albert Y. Zomaya
:
Janus: A Generic QoS Framework for Software-as-a-Service Applications. CLUSTER 2018: 55-65 - [c256]Young Ki Kim, M. Reza HoseinyFarahabady
, Young Choon Lee
, Albert Y. Zomaya
, Raja Jurdak
:
Dynamic Control of CPU Usage in a Lambda Platform. CLUSTER 2018: 234-244 - [c255]Igor Leão dos Santos
, Marcelo Pitanga Alves
, Flávia Coimbra Delicato, Paulo F. Pires, Luci Pirmez, Wei Li, Albert Y. Zomaya
, Samee U. Khan
:
A System Architecture for Cloud of Sensors. DASC/PiCom/DataCom/CyberSciTech 2018: 666-672 - [c254]Chunqiu Xia, Wei Li, Xiaomin Chang
, Flávia Coimbra Delicato, Ting Yang, Albert Y. Zomaya
:
Edge-based Energy Management for Smart Homes. DASC/PiCom/DataCom/CyberSciTech 2018: 849-856 - [c253]Ze Deng, Lizhe Wang, Junde Chu, Xiaohui Huang
, Wei Han
, Albert Y. Zomaya
:
An Indexing Approach for Efficient Supporting of Continuous Spatial Approximate Keyword Queries. HPCC/SmartCity/DSS 2018: 132-139 - [c252]M. Reza HoseinyFarahabady
, Nazanin Farhangsadr, Albert Y. Zomaya
, Zahir Tari, Samee U. Khan
:
Elastic CPU Cap Mechanism for Timely Dataflow Applications. ICCS (1) 2018: 554-568 - [c251]Hongyue Wu, Shuiguang Deng
, Wei Li, Samee U. Khan
, Jianwei Yin, Albert Y. Zomaya
:
Request Dispatching for Minimizing Service Response Time in Edge Cloud Systems. ICCCN 2018: 1-9 - [c250]Nikos Tziritas, Saad Mustafa
, Maria G. Koziri, Thanasis Loukopoulos, Samee U. Khan
, Cheng-Zhong Xu
, Albert Y. Zomaya:
Server Consolidation in Cloud Computing. ICPADS 2018: 194-203 - [c249]Xiaomin Chang
, Wei Li, Chunqiu Xia, Jin Ma, Junwei Cao, Samee U. Khan
, Albert Y. Zomaya:
From Insight to Impact: Building a Sustainable Edge Computing Platform for Smart Homes. ICPADS 2018: 928-936 - [c248]Hongyue Wu, Shuiguang Deng
, Wei Li, Min Fu, Jianwei Yin, Albert Y. Zomaya
:
Service Selection for Composition in Mobile Edge Computing Systems. ICWS 2018: 355-358 - [c247]Thanasis Loukopoulos, Nikos Tziritas, Maria G. Koziri, George I. Stamoulis, Samee U. Khan
, Cheng-Zhong Xu
, Albert Y. Zomaya
:
Data Stream Processing at Network Edges. IPDPS Workshops 2018: 657-665 - [c246]Feng Lu, Lu Gan, Zhongli Dong, Wei Li, Hai Jin, Albert Y. Zomaya
:
A Cache Enhanced Endorser Design for Mitigating Performance Degradation in Hyperledger Fabric. iThings/GreenCom/CPSCom/SmartData 2018: 1001-1006 - [c245]Shaojun Zhang, Wei Li, Yongwei Wu, Paul Watson
, Albert Y. Zomaya
:
Enabling Edge Intelligence for Activity Recognition in Smart Homes. MASS 2018: 228-236 - [c244]Kuljeet Kaur
, Sahil Garg, Neeraj Kumar
, Albert Y. Zomaya
:
A Game of Incentives: An Efficient Demand Response Mechanism using Fleet of Electric Vehicles. FICN@MOBICOM 2018: 27-32 - [c243]Wei Bao
, Dong Yuan, Keqi Shi, Weiyu Ju, Albert Y. Zomaya
:
Ins and Outs: Optimal Caching and Re-Caching Policies in Mobile Networks. MobiHoc 2018: 41-50 - [c242]Wei Bao, Dong Yuan, Zhengjie Yang, Shen Wang, Bing Bing Zhou, Stewart Adams, Albert Y. Zomaya
:
sFog: Seamless Fog Computing Environment for Mobile IoT Applications. MSWiM 2018: 127-136 - [c241]Deafallah Alsadie
, Eidah J. Alzahrani
, Nasrin Sohrabi
, Zahir Tari
, Albert Y. Zomaya
:
DTFA: A Dynamic Threshold-Based Fuzzy Approach for Power-Efficient VM Consolidation. NCA 2018: 1-9 - [c240]James Phung, Young Choon Lee
, Albert Y. Zomaya
:
Modeling System-Level Power Consumption Profiles Using RAPL. NCA 2018: 1-4 - [c239]M. Reza HoseinyFarahabady, Saeed Bastani, Javid Taheri, Albert Y. Zomaya, Zahir Tari
, Samee U. Khan:
Toward designing a dynamic CPU cap manager for timely dataflow platforms. SpringSim (HPC) 2018: 6:1-6:11 - [c238]Nikos Tziritas, Thanasis Loukopoulos, Samee Khan
, Cheng-Zhong Xu
, Albert Y. Zomaya
:
A Communication-Aware Energy-Efficient Graph-Coloring Algorithm for VM Placement in Clouds. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2018: 1684-1691 - [c237]Lohit Kapoor, Anish Jindal
, Abderrahim Benslimane, Gagangeet Singh Aujla, Rajat Chaudhary, Neeraj Kumar
, Albert Y. Zomaya
:
SLOPE: A Self Learning Optimization and Prediction Ensembler for Task Scheduling. WiMob 2018: 1-7 - [i20]Vishal Sharma, Ravinder Kumar, Wen-Huang Cheng, Mohammed Atiquzzaman, Kathiravan Srinivasan, Albert Y. Zomaya:
NHAD: Neuro-Fuzzy Based Horizontal Anomaly Detection In Online Social Networks. CoRR abs/1804.06733 (2018) - [i19]Qingye Jiang, Young Choon Lee, Joseph G. Davis, Albert Y. Zomaya:
Diversity, Productivity, and Growth of Open Source Developer Communities. CoRR abs/1809.03725 (2018) - 2017
- [j319]Farrukh Aslam Khan
, Nur Al Hasan Haldar
, Aftab Ali, Mohsin Iftikhar, Tanveer A. Zia
, Albert Y. Zomaya
:
A Continuous Change Detection Mechanism to Identify Anomalies in ECG Signals for WBAN-Based Healthcare Environments. IEEE Access 5: 13531-13544 (2017) - [j318]Suraj Sharma
, Deepak Puthal
, Sabah Tazeen, Mukesh Prasad
, Albert Y. Zomaya
:
MSGR: A Mode-Switched Grid-Based Sustainable Routing Protocol for Wireless Sensor Networks. IEEE Access 5: 19864-19875 (2017) - [j317]Yucen Nan
, Wei Li, Wei Bao
, Flávia Coimbra Delicato, Paulo F. Pires, Yong Dou, Albert Y. Zomaya
:
Adaptive Energy-Aware Computation Offloading for Cloud of Things Systems. IEEE Access 5: 23947-23957 (2017) - [j316]Jesús M. T. Portocarrero, Flávia Coimbra Delicato, Paulo F. Pires
, Bruno Costa, Wei Li
, Weisheng Si
, Albert Y. Zomaya
:
RAMSES: A new reference architecture for self-adaptive middleware in Wireless Sensor Networks. Ad Hoc Networks 55: 3-27 (2017) - [j315]Fahimeh Ramezani
, Jie Lu
, Javid Taheri, Albert Y. Zomaya
:
A Multi-Objective Load Balancing System for Cloud Environments. Comput. J. 60(9): 1316-1337 (2017) - [j314]Wei Bao
, Dong Yuan, Zhengjie Yang, Shen Wang, Wei Li, Bing Bing Zhou
, Albert Y. Zomaya
:
Follow Me Fog: Toward Seamless Handover Timing Schemes in a Fog Computing Environment. IEEE Commun. Mag. 55(11): 72-78 (2017) - [j313]Javid Taheri
, Albert Y. Zomaya
, Andreas Kassler:
vmBBProfiler: a black-box profiling approach to quantify sensitivity of virtual machines to shared cloud resources. Computing 99(12): 1149-1177 (2017) - [j312]Shui Yu
, Peter Mueller, Albert Y. Zomaya
:
Editorial: special issue on "big data security and privacy". Digit. Commun. Networks 3(4): 211-212 (2017) - [j311]Ze Deng, Wei Han
, Lizhe Wang
, Rajiv Ranjan
, Albert Y. Zomaya
, Wei Jie
:
An efficient online direction-preserving compression approach for trajectory streaming data. Future Gener. Comput. Syst. 68: 150-162 (2017) - [j310]Wei Li
, Igor Leão dos Santos
, Flávia Coimbra Delicato, Paulo F. Pires, Luci Pirmez, Wei Wei, Houbing Song
, Albert Y. Zomaya
, Samee Khan
:
System modelling and performance evaluation of a three-tier Cloud of Things. Future Gener. Comput. Syst. 70: 104-125 (2017) - [j309]Yuzhu Wang, Jinrong Jiang, He Zhang, Xiao Dong
, Lizhe Wang
, Rajiv Ranjan
, Albert Y. Zomaya
:
A scalable parallel algorithm for atmospheric general circulation models on a multi-core cluster. Future Gener. Comput. Syst. 72: 1-10 (2017) - [j308]Israel Casas
, Javid Taheri, Rajiv Ranjan
, Lizhe Wang, Albert Y. Zomaya
:
A balanced scheduler with data reuse and replication for scientific workflows in cloud computing systems. Future Gener. Comput. Syst. 74: 168-178 (2017) - [j307]Shengtao Sun, Weijing Song, Albert Y. Zomaya
, Yang Xiang, Kim-Kwang Raymond Choo
, Tejal Shah
, Lizhe Wang
:
Associative retrieval in spatial big data based on spreading activation with semantic ontology. Future Gener. Comput. Syst. 76: 499-509 (2017) - [j306]Ting Yang, Haibo Pen, Wei Li, Albert Y. Zomaya
:
An energy-efficient virtual machine placement and route scheduling scheme in data center networks. Future Gener. Comput. Syst. 77: 1-11 (2017) - [j305]Weijing Song, Lizhe Wang
, Yang Xiang, Albert Y. Zomaya
:
Geographic spatiotemporal big data correlation analysis via the Hilbert-Huang transformation. J. Comput. Syst. Sci. 89: 130-141 (2017) - [j304]Junaid Shuja
, Raja Wasim Ahmad, Abdullah Gani
, Abdelmuttlib Ibrahim Abdallaahmed, Aisha Siddiqa
, Kashif Nisar
, Samee U. Khan
, Albert Y. Zomaya
:
Greening emerging IT technologies: techniques and practices. J. Internet Serv. Appl. 8(1): 9:1-9:11 (2017) - [j303]Maicon Melo Alves, Luci Pirmez, Silvana Rossetto, Flávia Coimbra Delicato, Claudio M. de Farias, Paulo F. Pires, Igor Leão dos Santos
, Albert Y. Zomaya
:
Damage prediction for wind turbines using wireless sensor and actuator networks. J. Netw. Comput. Appl. 80: 123-140 (2017) - [j302]Zina Chkirbene, Sebti Foufou, Ridha Hamila, Zahir Tari
, Albert Y. Zomaya
:
LaCoDa: Layered connected topology for massive data centers. J. Netw. Comput. Appl. 83: 169-180 (2017) - [j301]Emna Baccour
, Sebti Foufou
, Ridha Hamila, Zahir Tari
, Albert Y. Zomaya
:
PTNet: An efficient and green data center network. J. Parallel Distributed Comput. 107: 3-18 (2017) - [j300]Saif Ur Rehman Malik
, Kashif Bilal, Samee U. Khan
, Bharadwaj Veeravalli, Keqin Li, Albert Y. Zomaya
:
Modeling and Analysis of the Thermal Properties Exhibited by Cyberphysical Data Centers. IEEE Syst. J. 11(1): 163-172 (2017) - [j299]Mazhar Ali, Revathi Dhamotharan, Eraj Khan, Samee U. Khan
, Athanasios V. Vasilakos
, Keqin Li, Albert Y. Zomaya
:
SeDaSC: Secure Data Sharing in Clouds. IEEE Syst. J. 11(2): 395-404 (2017) - [j298]Yang Liu, Shiyan Hu, Han Huang, Rajiv Ranjan
, Albert Y. Zomaya
, Lizhe Wang
:
Game-Theoretic Market-Driven Smart Home Scheduling Considering Energy Balancing. IEEE Syst. J. 11(2): 910-921 (2017) - [j297]Jianwei Yin, Yan Tang, ShuiGuang Deng
, Ying Li, Wei Lo, Kexiong Dong, Albert Y. Zomaya
, Calton Pu:
ASSER: An Efficient, Reliable, and Cost-Effective Storage Scheme for Object-Based Cloud Storage Systems. IEEE Trans. Computers 66(8): 1326-1340 (2017) - [j296]Uthpala Subodhani Premarathne, Ibrahim Khalil
, Zahir Tari
, Albert Y. Zomaya
:
Cloud-Based Utility Service Framework for Trust Negotiations Using Federated Identity Management. IEEE Trans. Cloud Comput. 5(2): 290-302 (2017) - [j295]Rizwana Irfan, Osman Khalid, Muhammad Usman Shahid Khan, Camelia Chira, Rajiv Ranjan
, Fan Zhang, Samee U. Khan, Bharadwaj Veeravalli, Keqin Li, Albert Y. Zomaya
:
MobiContext: A Context-Aware Cloud-Based Venue Recommendation Framework. IEEE Trans. Cloud Comput. 5(4): 712-724 (2017) - [j294]Claudio Fiandrino
, Dzmitry Kliazovich, Pascal Bouvry
, Albert Y. Zomaya
:
Performance and Energy Efficiency Metrics for Communication Systems of Cloud Computing Data Centers. IEEE Trans. Cloud Comput. 5(4): 738-750 (2017) - [j293]Alireza Khoshkbarforoushha
, Rajiv Ranjan
, Raj Gaire, Ehsan Abbasnejad, Lizhe Wang, Albert Y. Zomaya
:
Distribution Based Workload Modelling of Continuous Queries in Clouds. IEEE Trans. Emerg. Top. Comput. 5(1): 120-133 (2017) - [j292]Jingbo Wei
, Lizhe Wang
, Peng Liu, Xiaodao Chen, Wei Li, Albert Y. Zomaya
:
Spatiotemporal Fusion of MODIS and Landsat-7 Reflectance Images via Compressed Sensing. IEEE Trans. Geosci. Remote. Sens. 55(12): 7126-7139 (2017) - [j291]Miao Xie, Jiankun Hu
, Song Guo
, Albert Y. Zomaya
:
Distributed Segment-Based Anomaly Detection With Kullback-Leibler Divergence in Wireless Sensor Networks. IEEE Trans. Inf. Forensics Secur. 12(1): 101-110 (2017) - [j290]Jieqiong Chen
, Guoqiang Mao
, Changle Li, Ammar Zafar, Albert Y. Zomaya
:
Throughput of Infrastructure-Based Cooperative Vehicular Networks. IEEE Trans. Intell. Transp. Syst. 18(11): 2964-2979 (2017) - [j289]Suraj Sharma
, Deepak Puthal, Sanjay Kumar Jena, Albert Y. Zomaya
, Rajiv Ranjan
:
Rendezvous based routing protocol for wireless sensor networks with mobile sink. J. Supercomput. 73(3): 1168-1188 (2017) - [j288]Suraj Sharma
, Deepak Puthal, Sanjay Kumar Jena, Albert Y. Zomaya
, Rajiv Ranjan
:
Erratum to: Rendezvous based routing protocol for wireless sensor networks with mobile sink. J. Supercomput. 73(3): 1189-1191 (2017) - [j287]Israel Casas, Javid Taheri, Rajiv Ranjan
, Albert Y. Zomaya
:
PSO-DS: a scheduling engine for scientific workflow managers. J. Supercomput. 73(9): 3924-3947 (2017) - [j286]Dan Chen, Yangyang Hu, Lizhe Wang
, Albert Y. Zomaya
, Xiaoli Li
:
H-PARAFAC: Hierarchical Parallel Factor Analysis of Multidimensional Big Data. IEEE Trans. Parallel Distributed Syst. 28(4): 1091-1104 (2017) - [j285]Shaghayegh Sharif, Paul Watson
, Javid Taheri, Surya Nepal
, Albert Y. Zomaya
:
Privacy-Aware Scheduling SaaS in High Performance Computing Environments. IEEE Trans. Parallel Distributed Syst. 28(4): 1176-1188 (2017) - [j284]Peng Li, Song Guo
, Toshiaki Miyazaki, Xiaofei Liao, Hai Jin, Albert Y. Zomaya
, Kun Wang:
Traffic-Aware Geo-Distributed Big Data Analytics with Predictable Job Completion Time. IEEE Trans. Parallel Distributed Syst. 28(6): 1785-1796 (2017) - [j283]Omer Y. Adam
, Young Choon Lee
, Albert Y. Zomaya
:
Stochastic Resource Provisioning for Containerized Multi-Tier Web Services in Clouds. IEEE Trans. Parallel Distributed Syst. 28(7): 2060-2073 (2017) - [j282]Zubair Shah
, Abdun Naser Mahmood
, Zahir Tari
, Albert Y. Zomaya
:
A Technique for Efficient Query Estimation over Distributed Data Streams. IEEE Trans. Parallel Distributed Syst. 28(10): 2770-2783 (2017) - [j281]Ting Yang
, Haibo Pen, Wei Li
, Dong Yuan, Albert Y. Zomaya
:
An Energy-Efficient Storage Strategy for Cloud Datacenters Based on Variable K-Coverage of a Hypergraph. IEEE Trans. Parallel Distributed Syst. 28(12): 3344-3355 (2017) - [j280]Muhammad Usman Shahid Khan
, Osman Khalid, Ying Huang, Rajiv Ranjan
, Fan Zhang, Junwei Cao, Bharadwaj Veeravalli, Samee U. Khan
, Keqin Li, Albert Y. Zomaya
:
MacroServ: A Route Recommendation Service for Large-Scale Evacuations. IEEE Trans. Serv. Comput. 10(4): 589-602 (2017) - [j279]Adnan Anwar
, Abdun Naser Mahmood, Javid Taheri, Zahir Tari
, Albert Y. Zomaya
:
HPC-Based Intelligent Volt/VAr Control of Unbalanced Distribution Smart Grid in the Presence of Noise. IEEE Trans. Smart Grid 8(3): 1446-1459 (2017) - [j278]ShuiGuang Deng
, Longtao Huang, Javid Taheri, Jianwei Yin, MengChu Zhou, Albert Y. Zomaya
:
Mobility-Aware Service Composition in Mobile Communities. IEEE Trans. Syst. Man Cybern. Syst. 47(3): 555-568 (2017) - [j277]Albert Y. Zomaya:
State of the Journal. IEEE Trans. Sustain. Comput. 2(1): 1-2 (2017) - [j276]Tian Ding
, Ming Ding
, Guoqiang Mao
, Zihuai Lin
, David López-Pérez, Albert Y. Zomaya
:
Uplink Performance Analysis of Dense Cellular Networks With LoS and NLoS Transmissions. IEEE Trans. Wirel. Commun. 16(4): 2601-2613 (2017) - [c236]Santi Caballé
, Wei Li, Reza Hoseiny, Albert Y. Zomaya
, Fatos Xhafa:
Applications of Distributed and High Performance Computing to Enhance Online Education. 3PGCIC 2017: 586-600 - [c235]Daewoong Cho, Javid Taheri, Albert Y. Zomaya
, Pascal Bouvry
:
Real-Time Virtual Network Function (VNF) Migration toward Low Network Latency in Cloud Environments. CLOUD 2017: 798-801 - [c234]Claudio M. de Farias, Luci Pirmez, Flávia Coimbra Delicato, Paulo F. Pires, Wei Li, Albert Y. Zomaya
, Emanuele N. de L. F. Jorge, Reyes Juárez-Ramírez:
GROWN: a control and decision system for smart greenhouses using wireless sensor networks. ACSW 2017: 48:1-48:8 - [c233]Omer Y. Adam
, Young Choon Lee
, Albert Y. Zomaya
:
CtrlCloud: Performance-Aware Adaptive Control for Shared Resources in Clouds. CCGrid 2017: 110-119 - [c232]James Phung, Young Choon Lee
, Albert Y. Zomaya
:
Application-Agnostic Power Monitoring in Virtualized Environments. CCGrid 2017: 335-344 - [c231]Daewoong Cho, Javid Taheri, Albert Y. Zomaya
, Lizhe Wang:
Virtual Network Function Placement: Towards Minimizing Network Latency and Lead Time. CloudCom 2017: 90-97 - [c230]MohammadReza HoseinyFarahabady
, Albert Y. Zomaya
, Zahir Tari
:
QoS- and Contention- Aware Resource Provisioning in a Stream Processing Engine. CLUSTER 2017: 137-146 - [c229]Maruf Ahmed, Albert Y. Zomaya
:
The Effect of Resource Allocation and System Events on VM Consolidation. CLUSTER 2017: 557-562 - [c228]Shengchu Zhao, Wei Li, Tanveer A. Zia
, Albert Y. Zomaya
:
A Dimension Reduction Model and Classifier for Anomaly-Based Intrusion Detection in Internet of Things. DASC/PiCom/DataCom/CyberSciTech 2017: 836-843 - [c227]Yidan Wang, Zahir Tari
, MohammadReza HoseinyFarahabady, Albert Y. Zomaya
:
Model-Based Scheduling for Stream Processing Systems. HPCC/SmartCity/DSS 2017: 215-222 - [c226]Xiaodao Chen, Dongmei Zhang, Yuewei Wang, Lizhe Wang, Albert Y. Zomaya
, Shiyan Hu:
Offshore oil spill monitoring and detection: Improving risk management for offshore petroleum cyber-physical systems: (Invited paper). ICCAD 2017: 841-846 - [c225]MohammadReza HoseinyFarahabady
, Javid Taheri, Zahir Tari
, Albert Y. Zomaya
:
A Dynamic Resource Controller for a Lambda Architecture. ICPP 2017: 332-341 - [c224]MohammadReza HoseinyFarahabady
, Young Choon Lee
, Albert Y. Zomaya
, Zahir Tari:
A QoS-Aware Resource Allocation Controller for Function as a Service (FaaS) Platform. ICSOC 2017: 241-255 - [c223]Hongyue Wu, Shuiguang Deng
, Wei Li, Jianwei Yin, Qiang Yang, Zhaohui Wu, Albert Y. Zomaya
:
Revenue-Driven Service Provisioning for Resource Sharing in Mobile Cloud Computing. ICSOC 2017: 625-640 - [c222]Qingye Jiang, Young Choon Lee
, Albert Y. Zomaya
:
Serverless Execution of Scientific Workflows. ICSOC 2017: 706-721 - [c221]Emna Baccour, Ala Gouissem, Sebti Foufou, Ridha Hamila, Zahir Tari, Albert Y. Zomaya
:
An Energy Saving Mechanism Based on Vacation Queuing Theory in Data Center Networks. MONAMI 2017: 188-202 - [c220]Albert Y. Zomaya
:
Provisioning and Management of Internet of Things Applications: Open Issues and Insights. MSWiM 2017: 1-2 - [c219]Wei Bao
, Wei Li, Flávia Coimbra Delicato, Paulo F. Pires, Dong Yuan, Bing Bing Zhou
, Albert Y. Zomaya
:
Cost-Effective Processing in Fog-Integrated Internet of Things Ecosystems. MSWiM 2017: 99-108 - [c218]Deafallah Alsadie
, Zahir Tari
, Eidah J. Alzahrani
, Albert Y. Zomaya
:
LIFE: A predictive approach for VM placement in cloud environments. NCA 2017: 91-98 - [c217]Deafallah Alsadie
, Zahir Tari
, Eidah J. Alzahrani
, Albert Y. Zomaya
:
Energy-efficient tailoring of VM size and tasks in cloud data centers. NCA 2017: 99-103 - [c216]Eidah J. Alzahrani
, Zahir Tari
, Young Choon Lee
, Deafallah Alsadie
, Albert Y. Zomaya
:
adCFS: Adaptive completely fair scheduling policy for containerised workflows systems. NCA 2017: 245-252 - [c215]Yidan Wang, Zahir Tari
, M. Reza HoseinyFarahabady
, Albert Y. Zomaya
:
QoS-aware resource allocation for stream processing engines using priority channels. NCA 2017: 271-279 - [c214]Young Ki Kim, Mohammad Reza Hoseiny Farahabady, Young Choon Lee
, Albert Y. Zomaya
:
A resource allocation controller for key-value data stores. NCA 2017: 281-284 - [p11]Assad Abbas, Samee U. Khan, Albert Y. Zomaya:
Introduction to Large-Scale Distributed Computing in Smart Healthcare. Handbook of Large-Scale Distributed Computing in Smart Healthcare 2017: 1-7 - [e38]Samee U. Khan, Albert Y. Zomaya, Assad Abbas:
Handbook of Large-Scale Distributed Computing in Smart Healthcare. Springer 2017, ISBN 978-3-319-58279-5 [contents] - [e37]Albert Y. Zomaya
, Sherif Sakr
:
Handbook of Big Data Technologies. Springer 2017, ISBN 978-3-319-49339-8 [contents] - [i18]Rajkumar Buyya, Satish Narayana Srirama, Giuliano Casale, Rodrigo N. Calheiros, Yogesh Simmhan, Blesson Varghese, Erol Gelenbe, Bahman Javadi, Luis Miguel Vaquero
, Marco A. S. Netto, Adel Nadjaran Toosi, Maria Alejandra Rodriguez, Ignacio Martín Llorente, Sabrina De Capitani di Vimercati, Pierangela Samarati, Dejan S. Milojicic, Carlos A. Varela, Rami Bahsoon, Marcos Dias de Assunção, Omer F. Rana, Wanlei Zhou, Hai Jin, Wolfgang Gentzsch, Albert Y. Zomaya, Haiying Shen:
A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade. CoRR abs/1711.09123 (2017) - 2016
- [j275]Shui Yu
, Chonggang Wang, Ke Liu, Albert Y. Zomaya
:
Editorial for IEEE Access Special Section on Theoretical Foundations for Big Data Applications: Challenges and Opportunities. IEEE Access 4: 5730-5732 (2016) - [j274]Qingye Jiang, Young Choon Lee
, Albert Y. Zomaya
:
Price Elasticity in the Enterprise Computing Resource Market. IEEE Cloud Comput. 3(1): 24-31 (2016) - [j273]Osman Khalid, Muhammad Usman Shahid Khan
, Ying Huang, Samee U. Khan
, Albert Y. Zomaya
:
EvacSys: A Cloud-Based Service for Emergency Evacuation. IEEE Cloud Comput. 3(1): 60-68 (2016) - [j272]Mazhar Ali, Samee U. Khan
, Albert Y. Zomaya
:
Security and Dependability of Cloud-Assisted Internet of Things. IEEE Cloud Comput. 3(2): 24-26 (2016) - [j271]ShuiGuang Deng
, Longtao Huang, Hongyue Wu, Wei Tan, Javid Taheri, Albert Y. Zomaya
, Zhaohui Wu:
Toward Mobile Service Computing: Opportunities and Challenges. IEEE Cloud Comput. 3(4): 32-41 (2016) - [j270]Uthpala Subodhani Premarathne, Alsharif Abuadbba, Abdulatif Alabdulatif
, Ibrahim Khalil
, Zahir Tari
, Albert Y. Zomaya
, Rajkumar Buyya:
Hybrid Cryptographic Access Control for Cloud-Based EHR Systems. IEEE Cloud Comput. 3(4): 58-64 (2016) - [j269]Charith Perera, Chang Liu, Rajiv Ranjan
, Lizhe Wang, Albert Y. Zomaya
:
Privacy-Knowledge Modeling for the Internet of Things: A Look Back. Computer 49(12): 60-68 (2016) - [j268]Abdul Hameed, Alireza Khoshkbarforoushha, Rajiv Ranjan
, Prem Prakash Jayaraman
, Joanna Kolodziej
, Pavan Balaji, Sherali Zeadally, Qutaibah Marwan Malluhi, Nikos Tziritas, Abhinav Vishnu, Samee U. Khan
, Albert Y. Zomaya
:
A survey and taxonomy on energy efficient resource allocation techniques for cloud computing systems. Computing 98(7): 751-774 (2016) - [j267]Javid Taheri, Albert Y. Zomaya
, Samee U. Khan
:
Genetic algorithm in finding Pareto frontier of optimizing data transfer versus job execution in grids. Concurr. Comput. Pract. Exp. 28(6): 1715-1736 (2016) - [j266]Claudio M. de Farias, Wei Li, Flávia Coimbra Delicato, Luci Pirmez, Albert Y. Zomaya
, Paulo F. Pires, José Neuman de Souza
:
A Systematic Review of Shared Sensor Networks. ACM Comput. Surv. 48(4): 51:1-51:50 (2016) - [j265]Junaid Shuja
, Abdullah Gani
, Kashif Bilal, Atta ur Rehman Khan
, Sajjad Ahmad Madani
, Samee U. Khan
, Albert Y. Zomaya
:
A Survey of Mobile Device Virtualization: Taxonomy and State of the Art. ACM Comput. Surv. 49(1): 1:1-1:36 (2016) - [j264]Suleman Khan
, Abdullah Gani
, Ainuddin Wahid Abdul Wahab
, Mustapha Aminu Bagiwa
, Muhammad Shiraz, Samee U. Khan
, Rajkumar Buyya, Albert Y. Zomaya
:
Cloud Log Forensics: Foundations, State of the Art, and Future Directions. ACM Comput. Surv. 49(1): 7:1-7:42 (2016) - [j263]Saif Ur Rehman Malik
, Samee U. Khan
, Sam J. Ewen, Nikos Tziritas, Joanna Kolodziej, Albert Y. Zomaya
, Sajjad Ahmad Madani
, Nasro Min-Allah
, Lizhe Wang
, Cheng-Zhong Xu
, Qutaibah M. Malluhi, Johnatan E. Pecero
, Pavan Balaji, Abhinav Vishnu, Rajiv Ranjan
, Sherali Zeadally, Hongxiang Li:
Performance analysis of data intensive cloud systems based on data management and replication: a survey. Distributed Parallel Databases 34(2): 179-215 (2016) - [j262]Bernabé Dorronsoro, Dzmitry Kliazovich, Pascal Bouvry
, Albert Y. Zomaya
:
Editorial. J. Grid Comput. 14(1): 1-3 (2016) - [j261]Dzmitry Kliazovich, Johnatan E. Pecero
, Andrei Tchernykh
, Pascal Bouvry
, Samee Ullah Khan
, Albert Y. Zomaya
:
CA-DAG: Modeling Communication-Aware Applications for Scheduling in Cloud Computing. J. Grid Comput. 14(1): 23-39 (2016) - [j260]Shiyan Hu, Albert Y. Zomaya
:
Inaugural Editorial. IET Cyper-Phys. Syst.: Theory & Appl. 1(1): 1-2 (2016) - [j259]Neil Y. Yen, Fatos Xhafa, Albert Y. Zomaya
:
Editorial preface special issue: Advances in computational intelligence with Internet of Things. Neurocomputing 209: 1-2 (2016) - [j258]Jemal H. Abawajy, Albert Y. Zomaya
, Ivan Stojmenovic:
Network computing and applications for Big Data analytics. J. Netw. Comput. Appl. 59: 361 (2016) - [j257]Igor Leão dos Santos
, Luci Pirmez, Luiz F. R. C. Carmo, Paulo F. Pires, Flávia Coimbra Delicato, Samee Ullah Khan
, Albert Y. Zomaya
:
A Decentralized Damage Detection System for Wireless Sensor and Actuator Networks. IEEE Trans. Computers 65(5): 1363-1376 (2016) - [j256]Omer Y. Adam
, Young Choon Lee
, Albert Y. Zomaya
:
Constructing Performance-Predictable Clusters with Performance-Varying Resources of Clouds. IEEE Trans. Computers 65(9): 2709-2724 (2016) - [j255]Xun Yi
, Fang-Yu Rao, Zahir Tari
, Feng Hao
, Elisa Bertino, Ibrahim Khalil
, Albert Y. Zomaya
:
ID2S Password-Authenticated Key Exchange Protocols. IEEE Trans. Computers 65(12): 3687-3701 (2016) - [j254]Shiyan Hu, Xiaobo Sharon Hu
, Albert Y. Zomaya
:
Guest Editorial Leveraging Design Automation Techniques for Cyber-Physical System Design. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35(5): 697-698 (2016) - [j253]Rajiv Ranjan
, Lizhe Wang, Albert Y. Zomaya
, Jie Tao, Prem Prakash Jayaraman
, Dimitrios Georgakopoulos
:
Advances in Methods and Techniques for Processing Streaming Big Data in Datacentre Clouds. IEEE Trans. Emerg. Top. Comput. 4(2): 262-265 (2016) - [j252]Abdulmohsen Almalawi
, Adil Fahad, Zahir Tari
, Abdullah Alamri, Rayed AlGhamdi
, Albert Y. Zomaya
:
An Efficient Data-Driven Clustering Technique to Detect Attacks in SCADA Systems. IEEE Trans. Inf. Forensics Secur. 11(5): 893-906 (2016) - [j251]Yang Liu, Shiyan Hu
, Albert Y. Zomaya
:
The Hierarchical Smart Home Cyberattack Detection Considering Power Overloading and Frequency Disturbance. IEEE Trans. Ind. Informatics 12(5): 1973-1983 (2016) - [j250]Xiaohong Wu, Yonggen Gu, Jie Tao, Guoqiang Li, Prem Prakash Jayaraman
, Daniel Sun, Rajiv Ranjan
, Albert Y. Zomaya
, Jingti Han:
An online greedy allocation of VMs with non-increasing reservations in clouds. J. Supercomput. 72(2): 371-390 (2016) - [j249]Xiaodao Chen, Yunliang Chen, Albert Y. Zomaya
, Rajiv Ranjan
, Shiyan Hu:
CEVP: Cross Entropy based Virtual Machine Placement for Energy Optimization in Clouds. J. Supercomput. 72(8): 3194-3209 (2016) - [j248]Chi Chen
, Xiaojie Zhu, Peisong Shen
, Jiankun Hu
, Song Guo
, Zahir Tari
, Albert Y. Zomaya
:
An Efficient Privacy-Preserving Ranked Keyword Search Method. IEEE Trans. Parallel Distributed Syst. 27(4): 951-963 (2016) - [j247]Huawei Huang, Song Guo
, Peng Li, Weifa Liang
, Albert Y. Zomaya
:
Cost Minimization for Rule Caching in Software Defined Networking. IEEE Trans. Parallel Distributed Syst. 27(4): 1007-1016 (2016) - [j246]Qiufen Xia, Zichuan Xu, Weifa Liang
, Albert Y. Zomaya
:
Collaboration- and Fairness-Aware Big Data Management in Distributed Clouds. IEEE Trans. Parallel Distributed Syst. 27(7): 1941-1953 (2016) - [j245]Kenli Li, Chubo Liu, Keqin Li, Albert Y. Zomaya
:
A Framework of Price Bidding Configurations for Resource Usage in Cloud Computing. IEEE Trans. Parallel Distributed Syst. 27(8): 2168-2181 (2016) - [j244]ShuiGuang Deng
, Hongyue Wu, Javid Taheri, Albert Y. Zomaya
, Zhaohui Wu:
Cost Performance Driven Service Mashup: A Developer Perspective. IEEE Trans. Parallel Distributed Syst. 27(8): 2234-2247 (2016) - [j243]Nikos Tziritas, Thanasis Loukopoulos, Samee U. Khan
, Cheng-Zhong Xu
, Albert Y. Zomaya
:
On Improving Constrained Single and Group Operator Placement Using Evictions in Big Data Environments. IEEE Trans. Serv. Comput. 9(5): 818-831 (2016) - [j242]Albert Y. Zomaya
:
Editorial. IEEE Trans. Sustain. Comput. 1(1): 3-6 (2016)