default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDAlbert Y. Zomaya
Person information
- affiliation: University of Sydney, Australia
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2025
[c350]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- 2024
- [j566]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) - [j565]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) - [j564]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) - [j563]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) - [j562]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) - [j561]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) - [j560]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) - [j559]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) - [j558]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) - [j557]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) - [j556]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) - [j555]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) - [j554]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) - [j553]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) - [j552]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) - [j551]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) - [j550]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) - [j549]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) - [c349]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 - [c348]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 - [c347]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 - [c346]MohammadReza HoseinyFarahabady, Albert Y. Zomaya:
GPU-Accelerated FDTD Solver for Electromagnetic Differential Equations. ICCS (2) 2024: 354-367 - [c345]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 - [i54]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) - [i53]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) - [i52]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) - [i51]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) - [i50]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) - 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]