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2020 – today
- 2025
[j26]Yunyou Huang
, Xiaoshuang Liang, Jiyue Xie, Xiangjiang Lu, Xiuxia Miao, Wenjing Liu, Fan Zhang, Guoxin Kang, Li Ma, Suqin Tang, Jianfeng Zhan:
OpenClinicalAI: An open and dynamic model for Alzheimer's Disease diagnosis. Expert Syst. Appl. 261: 125528 (2025)- 2024
- [j25]Pengfei Wang, Daqing Wu, Chong Chen, Kunpeng Liu, Yanjie Fu, Jianqiang Huang, Yuanchun Zhou, Jianfeng Zhan, Xiansheng Hua:
Deep Adaptive Graph Clustering via von Mises-Fisher Distributions. ACM Trans. Web 18(2): 22:1-22:21 (2024) - [i91]Fanda Fan, Chunjie Luo, Wanling Gao, Jianfeng Zhan:
AIGCBench: Comprehensive Evaluation of Image-to-Video Content Generated by AI. CoRR abs/2401.01651 (2024) - [i90]Jianfeng Zhan, Lei Wang, Wanling Gao, Hongxiao Li, Chenxi Wang, Yunyou Huang, Yatao Li, Zhengxin Yang, Guoxin Kang, Chunjie Luo, Hainan Ye, Shaopeng Dai, Zhifei Zhang:
Evaluatology: The Science and Engineering of Evaluation. CoRR abs/2404.00021 (2024) - [i89]Xu Wen, Wanling Gao, Lei Wang, Jianfeng Zhan:
Bridging the Gap Between Domain-specific Frameworks and Multiple Hardware Devices. CoRR abs/2405.12491 (2024) - [i88]Wanling Gao, Yuan Liu, Zhuoming Yu, Dandan Cui, Wenjing Liu, Xiaoshuang Liang, Jiahui Zhao, Jiyue Xie, Hao Li, Li Ma, Ning Ye, Yumiao Kang, Dingfeng Luo, Peng Pan, Wei Huang, Zhongmou Liu, Jizhong Hu, Fan Huang, Gangyuan Zhao, Chongrong Jiang, Tianyi Wei, Zhifei Zhang, Yunyou Huang, Jianfeng Zhan:
AI.vs.Clinician: Unveiling Intricate Interactions Between AI and Clinicians through an Open-Access Database. CoRR abs/2406.07362 (2024) - [i87]Zhengxin Yang, Wanling Gao, Luzhou Peng, Yunyou Huang, Fei Tang, Jianfeng Zhan:
Younger: The First Dataset for Artificial Intelligence-Generated Neural Network Architecture. CoRR abs/2406.15132 (2024) - [i86]Wanling Gao, Yunyou Huang, Dandan Cui, Zhuoming Yu, Wenjing Liu, Xiaoshuang Liang, Jiahui Zhao, Jiyue Xie, Hao Li, Li Ma, Ning Ye, Yumiao Kang, Dingfeng Luo, Peng Pan, Wei Huang, Zhongmou Liu, Jizhong Hu, Gangyuan Zhao, Chongrong Jiang, Fan Huang, Tianyi Wei, Suqin Tang, Bingjie Xia, Zhifei Zhang, Jianfeng Zhan:
Establishing Rigorous and Cost-effective Clinical Trials for Artificial Intelligence Models. CoRR abs/2407.08554 (2024) - [i85]Guoxin Kang, Wanling Gao, Lei Wang, Chunjie Luo, Hainan Ye, Qian He, Shaopeng Dai, Jianfeng Zhan:
Could Bibliometrics Reveal Top Science and Technology Achievements and Researchers? The Case for Evaluatology-based Science and Technology Evaluation. CoRR abs/2408.12158 (2024) - [i84]Chenxi Wang, Lei Wang, Wanling Gao, Yikang Yang, Yutong Zhou, Jianfeng Zhan:
Achieving Consistent and Comparable CPU Evaluation Outcomes. CoRR abs/2411.08494 (2024) - 2023
- [j24]Tianshu Hao, Kai Hwang, Jianfeng Zhan, Yuejin Li, Yong Cao:
Scenario-Based AI Benchmark Evaluation of Distributed Cloud/Edge Computing Systems. IEEE Trans. Computers 72(3): 719-731 (2023) - [c82]Yatao Li, Wanling Gao, Lei Wang, Lixin Sun, Zun Wang, Jianfeng Zhan:
Does AI for Science Need Another ImageNet or Totally Different Benchmarks? A Case Study of Machine Learning Force Fields. Bench 2023: 38-52 - [c81]Yikang Yang, Lei Wang, Jianfeng Zhan:
A Linear Combination-Based Method to Construct Proxy Benchmarks for Big Data Workloads. Bench 2023: 120-136 - [c80]Fei Tang, Wanling Gao, Luzhou Peng, Jianfeng Zhan:
AGIBench: A Multi-granularity, Multimodal, Human-Referenced, Auto-Scoring Benchmark for Large Language Models. Bench 2023: 137-152 - [c79]Xu Wen, Wanling Gao, Anzheng Li, Lei Wang, Zihan Jiang, Jianfeng Zhan:
CMLCompiler: A Unified Compiler for Classical Machine Learning. ICS 2023: 63-74 - [c78]Fanda Fan, Chaoxu Guo, Litong Gong, Biao Wang, Tiezheng Ge, Yuning Jiang, Chunjie Luo, Jianfeng Zhan:
Hierarchical Masked 3D Diffusion Model for Video Outpainting. ACM Multimedia 2023: 7890-7900 - [i83]Xu Wen, Wanling Gao, Anzheng Li, Lei Wang, Zihan Jiang, Jianfeng Zhan:
CMLCompiler: A Unified Compiler for Classical Machine Learning. CoRR abs/2301.13441 (2023) - [i82]Guoxin Kang, Lei Wang, Simin Chen, Jianfeng Zhan:
NHtapDB: Native HTAP Databases. CoRR abs/2302.09927 (2023) - [i81]Ke Liu, Wanling Gao, Chunjie Luo, Cheng Huang, Chunxin Lan, Zhenxing Zhang, Lei Wang, Xiwen He, Nan Li, Jianfeng Zhan:
DCNetBench: Scaleable Data Center Network Benchmarking. CoRR abs/2302.11866 (2023) - [i80]Lei Wang, Kaiyong Yang, Chenxi Wang, Wanling Gao, Chunjie Luo, Fan Zhang, Zhongxin Ge, Li Zhang, Guoxin Kang, Jianfeng Zhan:
WPC: Whole-picture Workload Characterization. CoRR abs/2302.12954 (2023) - [i79]Yunyou Huang, Xianglong Guan, Xiangjiang Lu, Xiaoshuang Liang, Xiuxia Miao, Jiyue Xie, Wenjing Liu, Li Ma, Suqin Tang, Zhifei Zhang, Jianfeng Zhan:
OpenAPMax: Abnormal Patterns-based Model for Real-World Alzheimer's Disease Diagnosis. CoRR abs/2307.00936 (2023) - [i78]Yunyou Huang, Xiaoshuang Liang, Xiangjiang Lu, Xiuxia Miao, Jiyue Xie, Wenjing Liu, Fan Zhang, Guoxin Kang, Li Ma, Suqin Tang, Zhifei Zhang, Jianfeng Zhan:
OpenClinicalAI: An Open and Dynamic Model for Alzheimer's Disease Diagnosis. CoRR abs/2307.00965 (2023) - [i77]Hongxiao Li, Wanling Gao, Lei Wang, Jianfeng Zhan:
IterLara: A Turing Complete Algebra for Big Data, AI, Scientific Computing, and Database. CoRR abs/2307.08315 (2023) - [i76]Yatao Li, Wanling Gao, Lei Wang, Lixin Sun, Zun Wang, Jianfeng Zhan:
Does AI for science need another ImageNet Or totally different benchmarks? A case study of machine learning force fields. CoRR abs/2308.05999 (2023) - [i75]Fanda Fan, Chaoxu Guo, Litong Gong, Biao Wang, Tiezheng Ge, Yuning Jiang, Chunjie Luo, Jianfeng Zhan:
Hierarchical Masked 3D Diffusion Model for Video Outpainting. CoRR abs/2309.02119 (2023) - [i74]Fei Tang, Wanling Gao, Luzhou Peng, Jianfeng Zhan:
AGIBench: A Multi-granularity, Multimodal, Human-referenced, Auto-scoring Benchmark for Large Language Models. CoRR abs/2309.06495 (2023) - [i73]Yikang Yang, Lei Wang, Jianfeng Zhan:
A Linear Combination-based Method to Construct Proxy Benchmarks for Big Data Workloads. CoRR abs/2309.10281 (2023) - [i72]Yatao Li, Jianfeng Zhan:
SAIBench: A Structural Interpretation of AI for Science Through Benchmarks. CoRR abs/2311.17869 (2023) - 2022
- [j23]Nana Wang, Chunjie Luo, Xi Huang, Yunyou Huang, Jianfeng Zhan:
DeepCS: Training a deep learning model for cervical spondylosis recognition on small-labeled sensor data. Neurocomputing 472: 24-34 (2022) - [c77]Fan Zhang, Chuanxin Lan, Lei Wang, Fei Tang, Shaopeng Dai, Jiangtao Wang, Jiantao Ma, Jianfeng Zhan:
EAIBench: An Energy Efficiency Benchmark for AI Training. Bench 2022: 19-34 - [c76]Guoxin Kang, Lei Wang, Wanling Gao, Fei Tang, Jianfeng Zhan:
OLxPBench: Real-time, Semantically Consistent, and Domain-specific are Essential in Benchmarking, Designing, and Implementing HTAP Systems. ICDE 2022: 1822-1834 - [i71]Guoxin Kang, Lei Wang, Wanling Gao, Fei Tang, Jianfeng Zhan:
OLxPBench: Real-time, Semantically Consistent, and Domain-specific are Essential in Benchmarking, Designing, and Implementing HTAP Systems. CoRR abs/2203.16095 (2022) - [i70]Jianfeng Zhan:
Three Laws of Technology Rise or Fall. CoRR abs/2204.03241 (2022) - [i69]Jianfeng Zhan:
A BenchCouncil View on Benchmarking Emerging and Future Computing. CoRR abs/2205.07769 (2022) - [i68]Yatao Li, Jianfeng Zhan:
SAIBench: Benchmarking AI for Science. CoRR abs/2206.05418 (2022) - [i67]Wanling Gao, Lei Wang, Mingyu Chen, Jin Xiong, Chunjie Luo, Wenli Zhang, Yunyou Huang, Weiping Li, Guoxin Kang, Chen Zheng, Biwei Xie, Shaopeng Dai, Qian He, Hainan Ye, Yungang Bao, Jianfeng Zhan:
High fusion computers: The IoTs, edges, data centers, and humans-in-the-loop as a computer. CoRR abs/2212.00721 (2022) - [i66]Hongxiao Li, Wanling Gao, Lei Wang, Jianfeng Zhan:
ToL: A Tensor of List-Based Unified Computation Model. CoRR abs/2212.10740 (2022) - [i65]Zhengxin Yang, Wanling Gao, Chunjie Luo, Lei Wang, Jianfeng Zhan:
Quality at the Tail. CoRR abs/2212.13925 (2022) - 2021
- [j22]Lei Wang, Xingwang Xiong, Jianfeng Zhan, Wanling Gao, Xu Wen, Guoxin Kang, Fei Tang:
WPC: Whole-Picture Workload Characterization Across Intermediate Representation, ISA, and Microarchitecture. IEEE Comput. Archit. Lett. 20(2): 86-89 (2021) - [c75]Wanling Gao, Fei Tang, Jianfeng Zhan, Xu Wen, Lei Wang, Zheng Cao, Chuanxin Lan, Chunjie Luo, Xiaoli Liu, Zihan Jiang:
AIBench Scenario: Scenario-Distilling AI Benchmarking. PACT 2021: 142-158 - [c74]Nana Wang, Chunjie Luo, Yunyou Huang, Jianfeng Zhan:
Ensemble Clustering-based Cervical Spondylosis Fine-classification. BIBM 2021: 1090-1097 - [c73]Tianshu Hao, Jianfeng Zhan, Kai Hwang, Wanling Gao, Xu Wen:
AI-oriented Workload Allocation for Cloud-Edge Computing. CCGRID 2021: 555-564 - [c72]Zihan Jiang, Wanling Gao, Fei Tang, Lei Wang, Xingwang Xiong, Chunjie Luo, Chuanxin Lan, Hongxiao Li, Jianfeng Zhan:
HPC AI500 V2.0: The Methodology, Tools, and Metrics for Benchmarking HPC AI Systems. CLUSTER 2021: 47-58 - [c71]Chunjie Luo, Jianfeng Zhan, Lei Wang, Wanling Gao:
Finet: Using Fine-grained Batch Normalization to Train Light-weight Neural Networks. IJCNN 2021: 1-8 - [c70]Fei Tang, Wanling Gao, Jianfeng Zhan, Chuanxin Lan, Xu Wen, Lei Wang, Chunjie Luo, 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, Junchao Shao, Zhenyu Wang, Xiaoyu Wang, Jiahui Dai, Hainan Ye:
AIBench Training: Balanced Industry-Standard AI Training Benchmarking. ISPASS 2021: 24-35 - [i64]Zihan Jiang, Wanling Gao, Fei Tang, Xingwang Xiong, Lei Wang, Chuanxin Lan, Chunjie Luo, Hongxiao Li, Jianfeng Zhan:
HPC AI500: Representative, Repeatable and Simple HPC AI Benchmarking. CoRR abs/2102.12848 (2021) - [i63]Chunjie Luo, Jianfeng Zhan, Tianshu Hao, Lei Wang, Wanling Gao:
Shift-and-Balance Attention. CoRR abs/2103.13080 (2021) - [i62]Yunyou Huang, Nana Wang, Suqin Tang, Li Ma, Tianshu Hao, Zihan Jiang, Fan Zhang, Guoxin Kang, Xiuxia Miao, Xianglong Guan, Ruchang Zhang, Zhifei Zhang, Jianfeng Zhan:
OpenClinicalAI: enabling AI to diagnose diseases in real-world clinical settings. CoRR abs/2109.04004 (2021) - [i61]Jianfeng Zhan:
Call for establishing benchmark science and engineering. CoRR abs/2112.09514 (2021) - 2020
- [c69]Guoxin Kang, Defei Kong, Lei Wang, Jianfeng Zhan:
OStoreBench: Benchmarking Distributed Object Storage Systems Using Real-World Application Scenarios. Bench 2020: 90-105 - [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. IEEE 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. IEEE 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. IEEE 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]