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2020 – today
- 2020
[c68]Xiaoyi Lu, Jianfeng Zhan:
Workshop 7: HPBDC High-Performance Big Data and Cloud Computing. IPDPS Workshops 2020: 385- [e4]Wanling Gao
, Jianfeng Zhan, Geoffrey C. Fox, Xiaoyi Lu, Dan Stanzione:
Benchmarking, Measuring, and Optimizing - Second BenchCouncil International Symposium, Bench 2019, Denver, CO, USA, November 14-16, 2019, Revised Selected Papers. Lecture Notes in Computer Science 12093, Springer 2020, ISBN 978-3-030-49555-8 [contents] - [i60]Tianshu Hao, Jianfeng Zhan, Kai Hwang, Wanling Gao, Xu Wen:
AI-oriented Medical Workload Allocation for Hierarchical Cloud/Edge/Device Computing. CoRR abs/2002.03493 (2020) - [i59]Wanling Gao, Fei Tang, Jianfeng Zhan, Chuanxin Lan, Chunjie Luo, Lei Wang, Jiahui Dai, Zheng Cao, Xiongwang Xiong, Zihan Jiang, Tianshu Hao, Fanda Fan, Xu Wen, Fan Zhang, Yunyou Huang, Jianan Chen, Mengjia Du, Rui Ren, Chen Zheng, Daoyi Zheng, Haoning Tang, Kunlin Zhan, Biao Wang, Defei Kong, Minghe Yu, Chongkang Tan, Huan Li, Xinhui Tian, Yatao Li, Gang Lu, Junchao Shao, Zhenyu Wang, Xiaoyu Wang, Hainan Ye:
AIBench: An Agile Domain-specific Benchmarking Methodology and an AI Benchmark Suite. CoRR abs/2002.07162 (2020) - [i58]Chunjie Luo, Jianfeng Zhan, Lei Wang, Wanling Gao:
Extended Batch Normalization. CoRR abs/2003.05569 (2020) - [i57]Fei Tang, Wanling Gao, Jianfeng Zhan, Chuanxin Lan, Xu Wen, Lei Wang, Chunjie Luo, Jiahui Dai, Zheng Cao, Xingwang Xiong, Zihan Jiang, Tianshu Hao, Fanda Fan, Fan Zhang, Yunyou Huang, Jianan Chen, Mengjia Du, Rui Ren, Chen Zheng, Daoyi Zheng, Haoning Tang, Kunlin Zhan, Biao Wang, Defei Kong, Minghe Yu, Chongkang Tan, Huan Li, Xinhui Tian, Yatao Li, Gang Lu, Junchao Shao, Zhenyu Wang, Xiaoyu Wang, Hainan Ye:
AIBench: An Industry Standard AI Benchmark Suite from Internet Services. CoRR abs/2004.14690 (2020) - [i56]Wanling Gao, Fei Tang, Jianfeng Zhan, Xu Wen, Lei Wang, Zheng Cao, Chuanxin Lan, Chunjie Luo, Zihan Jiang:
AIBench: Scenario-distilling AI Benchmarking. CoRR abs/2005.03459 (2020) - [i55]Chunjie Luo, Xiwen He, Jianfeng Zhan, Lei Wang, Wanling Gao, Jiahui Dai:
Comparison and Benchmarking of AI Models and Frameworks on Mobile Devices. CoRR abs/2005.05085 (2020) - [i54]Chunjie Luo, Jianfeng Zhan, Lei Wang, Wanling Gao:
Finet: Using Fine-grained Batch Normalization to Train Light-weight Neural Networks. CoRR abs/2005.06828 (2020) - [i53]Zihan Jiang, Lei Wang, Xingwang Xiong, Wanling Gao, Chunjie Luo, Fei Tang, Chuanxin Lan, Hongxiao Li, Jianfeng Zhan:
HPC AI500: The Methodology, Tools, Roofline Performance Models, and Metrics for Benchmarking HPC AI Systems. CoRR abs/2007.00279 (2020) - [i52]Yuan Liang, Yange Guo, Yanxia Gong, Chunjie Luo, Jianfeng Zhan, Yunyou Huang:
An Isolated Data Island Benchmark Suite for Federated Learning. CoRR abs/2008.07257 (2020)
2010 – 2019
- 2019
- [j21]Zhifei Zhang, Wanling Gao, Fan Zhang, Yunyou Huang, Shaopeng Dai, Fanda Fan, Jianfeng Zhan, Mengjia Du, Silin Yin, Longxin Xiong, Juan Du, Yumei Cheng, Xiexuan Zhou, Rui Ren, Lei Wang, Hainan Ye:
Landscape of Big Medical Data: A Pragmatic Survey on Prioritized Tasks. IEEE Access 7: 15590-15611 (2019) - [j20]Rui Ren, Jiechao Cheng, Xiwen He, Lei Wang, Jianfeng Zhan, Wanling Gao, Chunjie Luo:
HybridTune: Spatio-Temporal Performance Data Correlation for Performance Diagnosis of Big Data Systems. J. Comput. Sci. Technol. 34(6): 1167-1184 (2019) - [j19]Zhen Jia, Wanling Gao, Yingjie Shi, Sally A. McKee, Zhenyan Ji, Jianfeng Zhan, Lei Wang, Lixin Zhang:
Understanding Processors Design Decisions for Data Analytics in Homogeneous Data Centers. IEEE Trans. Big Data 5(1): 81-94 (2019) - [j18]Rui Han, Chi Harold Liu, Zan Zong, Lydia Y. Chen, Wending Liu, Siyi Wang, Jianfeng Zhan:
Workload-Adaptive Configuration Tuning for Hierarchical Cloud Schedulers. IEEE Trans. Parallel Distributed Syst. 30(12): 2879-2895 (2019) - [c67]Xiaoyi Lu, Jianfeng Zhan, Dhabaleswar K. Panda:
Introduction to HPBDC 2019. IPDPS Workshops 2019: 394 - [e3]Chen Zheng, Jianfeng Zhan:
Benchmarking, Measuring, and Optimizing - First BenchCouncil International Symposium, Bench 2018, Seattle, WA, USA, December 10-13, 2018, Revised Selected Papers. Lecture Notes in Computer Science 11459, Springer 2019, ISBN 978-3-030-32812-2 [contents] - [i51]Zhifei Zhang, Wanling Gao, Fan Zhang, Yunyou Huang, Shaopeng Dai, Fanda Fan, Jianfeng Zhan, Mengjia Du, Silin Yin, Longxin Xiong, Juan Du, Yumei Cheng, Xiexuan Zhou, Rui Ren, Lei Wang, Hainan Ye:
Landscape of Big Medical Data: A Pragmatic Survey on Prioritized Tasks. CoRR abs/1901.00642 (2019) - [i50]Chen Zheng, Lei Wang, Sally A. McKee, Lixin Zhang, Hainan Ye, Jianfeng Zhan:
XOS: An Application-Defined Operating System for Data Center Servers. CoRR abs/1901.00825 (2019) - [i49]Yunyou Huang, Zhifei Zhang, Nana Wang, Nengquan Li, Mengjia Du, Tianshu Hao, Jianfeng Zhan:
A new direction to promote the implementation of artificial intelligence in natural clinical settings. CoRR abs/1905.02940 (2019) - [i48]Fanda Fan, Yunyou Huang, Lei Wang, Xingwang Xiong, Zihan Jiang, Zhifei Zhang, Jianfeng Zhan:
A Semantic-based Medical Image Fusion Approach. CoRR abs/1906.00225 (2019) - [i47]Yunyou Huang, Nana Wang, Tianshu Hao, Wanling Gao, Cheng Huang, Jianqing Li, Jianfeng Zhan:
LoadCNN: A Efficient Green Deep Learning Model for Day-ahead Individual Resident Load Forecasting. CoRR abs/1908.00298 (2019) - [i46]Tianshu Hao, Yunyou Huang, Xu Wen, Wanling Gao, Fan Zhang, Chen Zheng, Lei Wang, Hainan Ye, Kai Hwang, Zujie Ren, Jianfeng Zhan:
Edge AIBench: Towards Comprehensive End-to-end Edge Computing Benchmarking. CoRR abs/1908.01924 (2019) - [i45]Zihan Jiang, Wanling Gao, Lei Wang, Xingwang Xiong, Yuchen Zhang, Xu Wen, Chunjie Luo, Hainan Ye, Yunquan Zhang, Shengzhong Feng, Kenli Li, Weijia Xu, Jianfeng Zhan:
HPC AI500: A Benchmark Suite for HPC AI Systems. CoRR abs/1908.02607 (2019) - [i44]Wanling Gao, Fei Tang, Lei Wang, Jianfeng Zhan, Chunxin Lan, Chunjie Luo, Yunyou Huang, Chen Zheng, Jiahui Dai, Zheng Cao, Daoyi Zheng, Haoning Tang, Kunlin Zhan, Biao Wang, Defei Kong, Tong Wu, Minghe Yu, Chongkang Tan, Huan Li, Xinhui Tian, Yatao Li, Junchao Shao, Zhenyu Wang, Xiaoyu Wang, Hainan Ye:
AIBench: An Industry Standard Internet Service AI Benchmark Suite. CoRR abs/1908.08998 (2019) - [i43]Jianfeng Zhan, Lei Wang, Wanling Gao, Rui Ren:
BenchCouncil's View on Benchmarking AI and Other Emerging Workloads. CoRR abs/1912.00572 (2019) - 2018
- [j17]Xinhui Tian, Jianfeng Zhan:
GraphDuo: A Dual-Model Graph Processing Framework. IEEE Access 6: 35057-35071 (2018) - [j16]Rui Han, Lizy Kurian John, Jianfeng Zhan:
Benchmarking Big Data Systems: A Review. IEEE Trans. Serv. Comput. 11(3): 580-597 (2018) - [c66]Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Daoyi Zheng, Fei Tang, Biwei Xie, Chen Zheng, Xu Wen, Xiwen He, Hainan Ye, Rui Ren:
Data motifs: a lens towards fully understanding big data and AI workloads. PACT 2018: 2:1-2:14 - [c65]Wanling Gao, Chunjie Luo, Lei Wang, Xingwang Xiong, Jianan Chen, Tianshu Hao, Zihan Jiang, Fanda Fan, Mengjia Du, Yunyou Huang, Fan Zhang, Xu Wen, Chen Zheng, Xiwen He, Jiahui Dai, Hainan Ye, Zheng Cao, Zhen Jia, Kent Zhan, Haoning Tang, Daoyi Zheng, Biwei Xie, Wei Li, Xiaoyu Wang, Jianfeng Zhan:
AIBench: Towards Scalable and Comprehensive Datacenter AI Benchmarking. Bench 2018: 3-9 - [c64]Zihan Jiang, Wanling Gao, Lei Wang, Xingwang Xiong, Yuchen Zhang, Xu Wen, Chunjie Luo, Hainan Ye, Xiaoyi Lu, Yunquan Zhang, Shengzhong Feng, Kenli Li, Weijia Xu, Jianfeng Zhan:
HPC AI500: A Benchmark Suite for HPC AI Systems. Bench 2018: 10-22 - [c63]Tianshu Hao, Yunyou Huang, Xu Wen, Wanling Gao, Fan Zhang, Chen Zheng, Lei Wang, Hainan Ye, Kai Hwang, Zujie Ren, Jianfeng Zhan:
Edge AIBench: Towards Comprehensive End-to-End Edge Computing Benchmarking. Bench 2018: 23-30 - [c62]Chunjie Luo, Fan Zhang, Cheng Huang, Xingwang Xiong, Jianan Chen, Lei Wang, Wanling Gao, Hainan Ye, Tong Wu, Runsong Zhou, Jianfeng Zhan:
AIoT Bench: Towards Comprehensive Benchmarking Mobile and Embedded Device Intelligence. Bench 2018: 31-35 - [c61]Chen Zheng, Lei Wang, Sally A. McKee, Lixin Zhang, Hainan Ye, Jianfeng Zhan:
XOS: An Application-Defined Operating System for Datacenter Computing. BigData 2018: 398-407 - [c60]Rui Ren, Jiechao Cheng, Yan Yin, Jianfeng Zhan, Lei Wang, Jinheng Li, Chunjie Luo:
Deep Convolutional Neural Networks for Log Event Classification on Distributed Cluster Systems. BigData 2018: 1639-1646 - [c59]Biwei Xie, Jianfeng Zhan, Xu Liu, Wanling Gao, Zhen Jia, Xiwen He, Lixin Zhang:
CVR: efficient vectorization of SpMV on x86 processors. CGO 2018: 149-162 - [c58]Chunjie Luo, Jianfeng Zhan, Xiaohe Xue, Lei Wang, Rui Ren, Qiang Yang:
Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks. ICANN (1) 2018: 382-391 - [c57]Rui Han, Zan Zong, Lydia Y. Chen, Siyi Wang, Jianfeng Zhan:
AdaptiveConfig: Run-Time Configuration of Cluster Schedulers for Cloud Short-Running Jobs. ICDCS 2018: 1519-1526 - [c56]Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Zhen Jia, Daoyi Zheng, Chen Zheng, Xiwen He, Hainan Ye, Haibin Wang, Rui Ren:
Data Motif-based Proxy Benchmarks for Big Data and AI Workloads. IISWC 2018: 48-58 - [c55]Xiaoyi Lu, Jianfeng Zhan, Dhabaleswar K. Panda:
Introduction to HPBDC 2018. IPDPS Workshops 2018: 446 - [c54]Xinhui Tian, Biwei Xie, Jianfeng Zhan:
Cymbalo: An Efficient Graph Processing Framework for Machine Learning. ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018: 572-579 - [i42]Lei Wang, Jianfeng Zhan, Wanling Gao, Rui Ren, Xiwen He, Chunjie Luo, Gang Lu, Jingwei Li:
BOPS, Not FLOPS! A New Metric, Measuring Tool, and Roofline Performance Model For Datacenter Computing. CoRR abs/1801.09212 (2018) - [i41]Wanling Gao, Lei Wang, Jianfeng Zhan, Chunjie Luo, Daoyi Zheng, Zhen Jia, Biwei Xie, Chen Zheng, Qiang Yang, Haibin Wang:
Big Data Dwarfs: Towards Fully Understanding Big Data Analytics Workloads. CoRR abs/1802.00699 (2018) - [i40]Yunyou Huang, Jianfeng Zhan, Chunjie Luo, Lei Wang, Nana Wang, Daoyi Zheng, Fanda Fan, Rui Ren:
A veracity preserving model for synthesizing scalable electricity load profiles. CoRR abs/1802.03500 (2018) - [i39]Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Daoyi Zheng, Rui Ren, Chen Zheng, Gang Lu, Jingwei Li, Zheng Cao, Shujie Zhang, Haoning Tang:
BigDataBench: A Dwarf-based Big Data and AI Benchmark Suite. CoRR abs/1802.08254 (2018) - [i38]Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Daoyi Zheng, Fei Tang, Biwei Xie, Chen Zheng, Xu Wen, Xiwen He, Hainan Ye, Rui Ren:
Data Motifs: A Lens Towards Fully Understanding Big Data and AI Workloads. CoRR abs/1808.08512 (2018) - [i37]Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Zhen Jia, Daoyi Zheng, Chen Zheng, Xiwen He, Hainan Ye, Haibin Wang, Rui Ren:
Data Motif-based Proxy Benchmarks for Big Data and AI Workloads. CoRR abs/1810.09376 (2018) - [i36]Rui Ren, Jinheng Li, Lei Wang, Jianfeng Zhan, Zheng Cao:
Anomaly Analysis for Co-located Datacenter Workloads in the Alibaba Cluster. CoRR abs/1811.06901 (2018) - [i35]Yunyou Huang, Jianfeng Zhan, Nana Wang, Chunjie Luo, Lei Wang, Rui Ren:
Clustering Residential Electricity Load Curves via Community Detection in Network. CoRR abs/1811.10356 (2018) - 2017
- [j15]Zhen Jia, Jianfeng Zhan, Lei Wang, Chunjie Luo, Wanling Gao, Yi Jin, Rui Han, Lixin Zhang:
Understanding Big Data Analytics Workloads on Modern Processors. IEEE Trans. Parallel Distributed Syst. 28(6): 1797-1810 (2017) - [j14]Rui Han, Siguang Huang, Zhentao Wang, Jianfeng Zhan:
CLAP: Component-Level Approximate Processing for Low Tail Latency and High Result Accuracy in Cloud Online Services. IEEE Trans. Parallel Distributed Syst. 28(8): 2190-2203 (2017) - [c53]Xinhui Tian, Yuanqing Guo, Jianfeng Zhan, Lei Wang:
Towards memory and computation efficient graph processing on spark. BigData 2017: 375-382 - [c52]Xiaoyi Lu, Jianfeng Zhan, Dhabaleswar K. Panda:
Introduction to HPBDC Workshop. IPDPS Workshops 2017: 1020 - [c51]Xinhui Tian, Shaopeng Dai, Zhihui Du, Wanling Gao, Rui Ren, Yaodong Cheng, Zhifei Zhang, Zhen Jia, Peijian Wang, Jianfeng Zhan:
BigDataBench-S: An Open-Source Scientific Big Data Benchmark Suite. IPDPS Workshops 2017: 1068-1077 - [c50]Rui Han, Fan Zhang, Lydia Y. Chen, Jianfeng Zhan:
Work-in-Progress: Maximizing Model Accuracy in Real-time and Iterative Machine Learning. RTSS 2017: 351-353 - [i34]Chunjie Luo, Jianfeng Zhan, Lei Wang, Qiang Yang:
Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks. CoRR abs/1702.05870 (2017) - [i33]Wanling Gao, Lei Wang, Jianfeng Zhan, Chunjie Luo, Daoyi Zheng, Zhen Jia, Biwei Xie, Chen Zheng, Qiang Yang, Haibin Wang:
A Dwarf-based Scalable Big Data Benchmarking Methodology. CoRR abs/1711.03229 (2017) - [i32]Rui Ren, Jiechao Cheng, Xiwen He, Lei Wang, Chunjie Luo, Jianfeng Zhan:
HybridTune: Spatio-temporal Data and Model Driven Performance Diagnosis for Big Data Systems. CoRR abs/1711.07639 (2017) - 2016
- [j13]Rui Han, Jianfeng Zhan, José Luis Vázquez-Poletti:
SARP: Synopsis-Based Approximate Request Processing for Low Latency and Small Correctness Loss in Cloud Online Services. Int. J. Parallel Program. 44(5): 1054-1077 (2016) - [j12]Ning Liu, Dengming Zhu, Zhaoqi Wang, Hong Qin, Jianfeng Zhan, Jinzhu Gao:
Pipelining image compositing in heterogeneous networking environments. Comput. Animat. Virtual Worlds 27(3-4): 385-393 (2016) - [c49]Zhen Jia, Chao Xue, Guancheng Chen, Jianfeng Zhan, Lixin Zhang, Yonghua Lin, H. Peter Hofstee:
Auto-tuning Spark Big Data Workloads on POWER8: Prediction-Based Dynamic SMT Threading. PACT 2016: 387-400 - [c48]Rui Ren, Zhen Jia, Lei Wang, Jianfeng Zhan, Tianxu Yi:
BDTUne: Hierarchical correlation-based performance analysis and rule-based diagnosis for big data systems. BigData 2016: 555-562 - [c47]Biwei Xie, Xu Liu, Sally A. McKee, Jianfeng Zhan, Zhen Jia, Lei Wang, Lixin Zhang:
Understanding Data Analytics Workloads on Intel(R) Xeon Phi(R). HPCC/SmartCity/DSS 2016: 206-215 - [c46]Chen Zheng, Jianfeng Zhan, Zhen Jia, Lixin Zhang:
Characterizing OS Behaviors of Datacenter and Big Data Workloads. HPCC/SmartCity/DSS 2016: 1079-1086 - [c45]Rui Han, Siguang Huang, Fei Tang, Fu-Gui Chang, Jianfeng Zhan:
AccuracyTrader: Accuracy-Aware Approximate Processing for Low Tail Latency and High Result Accuracy in Cloud Online Services. ICPP 2016: 278-287 - [c44]Dhabaleswar K. Panda, Jianfeng Zhan, Xiaoyi Lu:
HPBDC Introduction and Committees. IPDPS Workshops 2016: 1596 - [c43]Lei Wang, Rui Ren, Jianfeng Zhan, Zhen Jia:
Characterization and architectural implications of big data workloads. ISPASS 2016: 145-146 - [e2]Jianfeng Zhan, Rui Han, Roberto V. Zicari:
Big Data Benchmarks, Performance Optimization, and Emerging Hardware - 6th Workshop, BPOE 2015, Kohala, HI, USA, August 31 - September 4, 2015. Revised Selected Papers. Lecture Notes in Computer Science 9495, Springer 2016, ISBN 978-3-319-29005-8 [contents] - [i31]Gang Lu, Jianfeng Zhan, Xinlong Lin, Chongkang Tan, Lei Wang:
On Horizontal Decomposition of the Operating System. CoRR abs/1604.01378 (2016) - [i30]Rui Han, Siguang Huang, Fei Tang, Fu-Gui Chang, Jianfeng Zhan:
AccuracyTrader: Accuracy-aware Approximate Processing for Low Tail Latency and High Result Accuracy in Cloud Online Services. CoRR abs/1607.02734 (2016) - [i29]Gang Lu, Jianfeng Zhan, Tianshu Hao, Lei Wang:
10-millisecond Computing. CoRR abs/1610.01267 (2016) - 2015
- [j11]Gang Lu, Jianfeng Zhan, Haining Wang, Lin Yuan, Yunwei Gao, Chuliang Weng, Yong Qi:
PowerTracer: Tracing Requests in Multi-Tier Services to Reduce Energy Inefficiency. IEEE Trans. Computers 64(5): 1389-1401 (2015) - [j10]Chuliang Weng, Jianfeng Zhan, Yuan Luo:
TSAC: Enforcing Isolation ofVirtual Machines in Clouds. IEEE Trans. Computers 64(5): 1470-1482 (2015) - [c42]Rui Han, Junwei Wang, Fengming Ge, José Luis Vázquez-Poletti, Jianfeng Zhan:
SARP: producing approximate results with small correctness losses for cloud interactive services. Conf. Computing Frontiers 2015: 22:1-22:8 - [c41]Rui Han, Junwei Wang, Siguang Huang, Chenrong Shao, Shulin Zhan, Jianfeng Zhan, José Luis Vázquez-Poletti:
Interference-Aware Component Scheduling for Reducing Tail Latency in Cloud Interactive Services. ICDCS 2015: 744-745 - [c40]Rui Han, Junwei Wang, Siguang Huang, Chenrong Shao, Shulin Zhan, Jianfeng Zhan, José Luis Vázquez-Poletti:
PCS: Predictive Component-Level Scheduling for Reducing Tail Latency in Cloud Online Services. ICPP 2015: 490-499 - [c39]Biwei Xie, Xu Liu, Jianfeng Zhan, Zhen Jia, Yuqing Zhu, Lei Wang, Lixin Zhang:
Characterizing Data Analytics Workloads on Intel Xeon Phi. IISWC 2015: 114-115 - [i28]Rui Han, Shulin Zhan, Chenrong Shao, Junwei Wang, Jiangtao Xu, Lizy K. John, Lei Wang, Jianfeng Zhan:
BigDataBench-MT: A Benchmark Tool for Generating Realistic Mixed Data Center Workloads. CoRR abs/1504.02205 (2015) - [i27]Zhen Jia, Lei Wang, Jianfeng Zhan, Lixin Zhang, Chunjie Luo, Ninghui Sun:
Understanding Big Data Analytic Workloads on Modern Processors. CoRR abs/1504.04974 (2015) - [i26]Wanling Gao, Chunjie Luo, Jianfeng Zhan, Hainan Ye, Xiwen He, Lei Wang, Yuqing Zhu, Xinhui Tian:
Identifying Dwarfs Workloads in Big Data Analytics. CoRR abs/1505.06872 (2015) - [i25]Lei Wang, Jianfeng Zhan, Zhen Jia, Rui Han:
Characterization and Architectural Implications of Big Data Workloads. CoRR abs/1506.07943 (2015) - [i24]Rui Han, Junwei Wang, Siguang Huang, Chenrong Shao, Shulin Zhan, Jianfeng Zhan, José Luis Vázquez-Poletti:
PCS: Predictive Component-level Scheduling for Reducing Tail Latency in Cloud Online Services. CoRR abs/1511.02960 (2015) - 2014
- [j9]Pengfei Zheng, Yong Qi, Yangfan Zhou, Pengfei Chen, Jianfeng Zhan, Michael R. Lyu:
An Automatic Framework for Detecting and Characterizing Performance Degradation of Software Systems. IEEE Trans. Reliab. 63(4): 927-943 (2014) - [c38]Xiaoyu Fu, Rui Ren, Sally A. McKee, Jianfeng Zhan, Ninghui Sun:
Digging deeper into cluster system logs for failure prediction and root cause diagnosis. CLUSTER 2014: 103-112 - [c37]Yuqing Zhu, Jianfeng Zhan, Chuliang Weng, Raghunath Nambiar, Jinchao Zhang, Xingzhen Chen, Lei Wang:
BigOP: Generating Comprehensive Big Data Workloads as a Benchmarking Framework. DASFAA (2) 2014: 483-492 - [c36]Lei Wang, Jianfeng Zhan, Chunjie Luo, Yuqing Zhu, Qiang Yang, Yongqiang He, Wanling Gao, Zhen Jia, Yingjie Shi, Shujie Zhang, Chen Zheng, Gang Lu, Kent Zhan, Xiaona Li, Bizhu Qiu:
BigDataBench: A big data benchmark suite from internet services. HPCA 2014: 488-499 - [c35]Zhen Jia, Jianfeng Zhan, Lei Wang, Rui Han, Sally A. McKee, Qiang Yang, Chunjie Luo, Jingwei Li:
Characterizing and subsetting big data workloads. IISWC 2014: 191-201 - [e1]Jianfeng Zhan, Rui Han, Chuliang Weng:
Big Data Benchmarks, Performance Optimization, and Emerging Hardware - 4th and 5th Workshops, BPOE 2014, Salt Lake City, USA, March 1, 2014 and Hangzhou, China, September 5, 2014, Revised Selected Papers. Lecture Notes in Computer Science 8807, Springer 2014, ISBN 978-3-319-13020-0 [contents] - [i23]Lei Wang, Jianfeng Zhan, Chunjie Luo, Yuqing Zhu, Qiang Yang, Yongqiang He, Wanling Gao, Zhen Jia, Yingjie Shi, Shujie Zhang, Chen Zheng, Gang Lu, Kent Zhan, Xiaona Li, Bizhu Qiu:
BigDataBench: a Big Data Benchmark Suite from Internet Services. CoRR abs/1401.1406 (2014) - [i22]Zijian Ming, Chunjie Luo, Wanling Gao, Rui Han, Qiang Yang, Lei Wang, Jianfeng Zhan:
BDGS: A Scalable Big Data Generator Suite in Big Data Benchmarking. CoRR abs/1401.5465 (2014) - [i21]Yuqing Zhu, Jianfeng Zhan, Chuliang Weng, Raghunath Nambiar, Jinchao Zhang, Xingzhen Chen, Lei Wang:
BigOP: Generating Comprehensive Big Data Workloads as a Benchmarking Framework. CoRR abs/1401.6628 (2014) - [i20]Zhen Jia, Jianfeng Zhan, Lei Wang, Rui Han, Sally A. McKee, Qiang Yang, Chunjie Luo, Jingwei Li:
Characterizing and Subsetting Big Data Workloads. CoRR abs/1409.0792 (2014) - 2013
- [j8]Jianfeng Zhan, Lei Wang, Xiaona Li, Weisong Shi, Chuliang Weng, Wenyao Zhang, Xiutao Zang:
Cost-Aware Cooperative Resource Provisioning for Heterogeneous Workloads in Data Centers. IEEE Trans. Computers 62(11): 2155-2168 (2013) - [j7]Wenyao Zhang, Yi Wang, Jianfeng Zhan, Beichen Liu, Jianguo Ning:
Parallel Streamline Placement for 2D Flow Fields. IEEE Trans. Vis. Comput. Graph. 19(7): 1185-1198 (2013) - [c34]Xiaodong Zhang, Ying Zhang, Xing Chen, Kai Liu, Gang Huang, Jianfeng Zhan:
A Relationship-Based VM Placement Framework of Cloud Environment. COMPSAC 2013: 124-133 - [c33]Zhen Jia, Lei Wang, Jianfeng Zhan, Lixin Zhang, Chunjie Luo:
Characterizing data analysis workloads in data centers. IISWC 2013: 66-76 - [c32]Pengfei Chen, Yong Qi, Pengfei Zheng, Jianfeng Zhan, Yihan Wu:
Multi-scale Entropy: One Metric of Software Aging. SOSE 2013: 162-169 - [c31]Zijian Ming, Chunjie Luo, Wanling Gao, Rui Han, Qiang Yang, Lei Wang, Jianfeng Zhan:
BDGS: A Scalable Big Data Generator Suite in Big Data Benchmarking. WBDB 2013: 138-154 - [i19]Wanling Gao, Yuqing Zhu, Zhen Jia, Chunjie Luo, Lei Wang, Zhiguo Li, Jianfeng Zhan, Yong Qi, Yongqiang He, Shimin Gong, Xiaona Li, Shujie Zhang, Bizhu Qiu:
BigDataBench: a Big Data Benchmark Suite from Web Search Engines. CoRR abs/1307.0320 (2013) - [i18]Zhen Jia, Runlin Zhou, Chunge Zhu, Lei Wang, Wanling Gao, Yingjie Shi, Jianfeng Zhan, Lixin Zhang:
The Implications of Diverse Applications and Scalable Data Sets in Benchmarking Big Data Systems. CoRR abs/1307.7943 (2013) - [i17]Zhen Jia, Lei Wang, Jianfeng Zhan, Lixin Zhang, Chunjie Luo:
Characterizing Data Analysis Workloads in Data Centers. CoRR abs/1307.8013 (2013) - 2012
- [j6]Chunjie Luo, Jianfeng Zhan, Zhen Jia, Lei Wang, Gang Lu, Lixin Zhang, Cheng-Zhong Xu, Ninghui Sun:
CloudRank-D: benchmarking and ranking cloud computing systems for data processing applications. Frontiers Comput. Sci. 6(4): 347-362 (2012) - [j5]Bibo Tu, Jianping Fan, Jianfeng Zhan, Xiaofang Zhao:
Performance analysis and optimization of MPI collective operations on multi-core clusters. J. Supercomput. 60(1): 141-162 (2012) - [j4]Lei Wang, Jianfeng Zhan, Weisong Shi, Yi Liang:
In Cloud, Can Scientific Communities Benefit from the Economies of Scale? IEEE Trans. Parallel Distributed Syst. 23(2): 296-303 (2012) - [j3]Bo Sang, Jianfeng Zhan, Gang Lu, Haining Wang, Dongyan Xu, Lei Wang, Zhihong Zhang, Zhen Jia:
Precise, Scalable, and Online Request Tracing for Multitier Services of Black Boxes. IEEE Trans. Parallel Distributed Syst. 23(6): 1159-1167 (2012) - [c30]Gang Lu, Jianfeng Zhan, Haining Wang, Lin Yuan, Chuliang Weng:
PowerTracer: tracing requests in multi-tier services to diagnose energy inefficiency. ICAC 2012: 97-102 - [c29]Jianfeng Zhan, Lixin Zhang, Ninghui Sun, Lei Wang, Zhen Jia, Chunjie Luo:
High Volume Throughput Computing: Identifying and Characterizing Throughput Oriented Workloads in Data Centers. IPDPS Workshops 2012: 1712-1721 - [c28]Xiaoyu Fu, Rui Ren, Jianfeng Zhan, Wei Zhou, Zhen Jia, Gang Lu:
LogMaster: Mining Event Correlations in Logs of Large-Scale Cluster Systems. SRDS 2012: 71-80 - [c27]Zhen Jia, Runlin Zhou, Chunge Zhu, Lei Wang, Wanling Gao, Yingjie Shi, Jianfeng Zhan, Lixin Zhang:
The Implications of Diverse Applications and Scalable Data Sets in Benchmarking Big Data Systems. WBDB 2012: 44-59 - [i16]Jianfeng Zhan, Lixin Zhang, Ninghui Sun, Lei Wang, Zhen Jia, Chunjie Luo:
High Volume Throughput Computing: Identifying and Characterizing Throughput Oriented Workloads in Data Centers. CoRR abs/1202.6134 (2012) - 2011
- [j2]Xu Liu, Jianfeng Zhan, Kunlin Zhan, Weisong Shi, Lin Yuan, Dan Meng, Lei Wang:
Automatic performance debugging of SPMD-style parallel programs. J. Parallel Distributed Comput. 71(7): 925-937 (2011) - [c26]Huafeng Xi, Jianfeng Zhan, Zhen Jia, Xuehai Hong, Lei Wang, Lixin Zhang, Ninghui Sun, Gang Lu:
Characterization of real workloads of web search engines. IISWC 2011: 15-25 - [c25]Linping Wu, Hongbing Luo, Jianfeng Zhan, Dan Meng:
A Runtime Fault Detection Method for HPC Cluster. PDCAT 2011: 68-72 - [i15]