个人简介
教育经历
2012年-2017年，清华大学，计算机科学与技术系，博士
2008年-2012年，西安电子科技大学，计算机学院，本科
工作经历
2020年9月-今，中国人民大学数据工程与知识工程教育部重点实验室，副教授
2019年7月-2020年8月，中国人民大学数据工程与知识工程教育部重点实验室，讲师
2017年9月-2019年6月，中国人民大学数据工程与知识工程教育部重点实验室，博士后
2016年4月-2016年11月，北卡罗来纳州立大学，访问学者
2013年8月-2013年12月，AMD超微半导体公司，实习生
近期论文
查看导师新发文章
（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）
“iMLBench: A Machine Learning Benchmark Suite for CPU-GPU Integrated Architectures”, Chenyang Zhang, Feng Zhang, Xiaoguang Guo, Bingsheng He, Xiao Zhang, and Xiaoyong Du. IEEE Transactions on Parallel and Distributed Systems, 2020.
“Payment Behavior Prediction and Statistical Analysis for Shared Parking Lots”, Qingyu Xu, Feng Zhang, Mingde Zhang, Jidong Zhai, Jiazao Lin,Haidi Liu, Xiaoyong Du. International Conference on Network and Parallel Computing (NPC 2020).
“TADOC: Text Analytics Directly on Compression”, Feng Zhang, Jidong Zhai, Xipeng Shen, Dalin Wang, Zheng Chen, Onur Mutlu, Wenguang Chen, Xiaoyong Du. VLDB Journal.
“CapelliniSpTRSV: A Thread-Level Synchronization-Free Sparse Triangular Solve on GPUs”, Jiya Su, Feng Zhang, Weifeng Liu, Bingsheng He, Ruofan Wu, Xiaoyong Du, Rujia Wang. The 49th International Conference on Parallel Processing (ICPP 2020), 17-20 August 2020, Edmonton, AB, Canada.
“ParSecureML: An Efficient Parallel Secure Machine Learning Framework on GPUs”, Zheng Chen, Feng Zhang, Amelie Chi Zhou, Jidong Zhai, Chenyang Zhang, Xiaoyong Du. The 49th International Conference on Parallel Processing (ICPP 2020), 17-20 August 2020, Edmonton, AB, Canada.
“Survey on Performance Analysis, Optimization, and Applications of Heterogeneous Fusion Processors”, Feng Zhang, Jidong Zhai, Zheng Chen, Jiazao Lin, Xiaoyong Du. Journal of Software, 2020 (面向异构融合处理器的性能分析、优化及应用综述, 软件学报).
“FineStream: Fine-Grained Window-Based Stream Processing on CPU-GPU Integrated Architectures”, Feng Zhang, Lin Yang, Shuhao Zhang, Bingsheng He, Wei Lu, Xiaoyong Du. USENIX ATC, September 2020.
“PewLSTM: Periodic LSTM with Weather-Aware Gating Mechanism for Parking Behavior Prediction”, Feng Zhang, Ningxuan Feng, Yani Liu, Cheng Yang, Jidong Zhai, Shuhao Zhang, Bingsheng He, Jiazao Lin, Xiaoyong Du. IJCAI, July 2020.
“Exploration of TransE in a Distributed Environment”, Meiyan Lu, Dandan Song, Feng Zhang, Lejian Liao. ICDCS Poster, July 2020.
“Hardware-Conscious Stream Processing: A Survey”, Shuhao Zhang, Feng Zhang, Yingjun Wu, Bingsheng He, Paul Johns. ACM SIGMOD Record, February 2020.
“Modeling Analysis and Cost-performance Ratio Optimization of Virtual Machine Scheduling in Cloud Computing”, Bo Wan, Jiale Dang, Zhetao Li, Hongfang Gong, Feng Zhang, Sangyoon Oh. IEEE Transactions on Parallel and Distributed Systems, 2020.
“Towards Concurrent Stateful Stream Processing on Multicore Processors”, Shuhao Zhang, Yingjun Wu, Feng Zhang, Bingsheng He. IEEE ICDE, 2020.
“Enabling Efficient Random Access to Hierarchically-Compressed Data”, Feng Zhang, Jidong Zhai, Xipeng Shen, Onur Mutlu, and Xiaoyong Du. IEEE ICDE, 2020.
学术兼职
中国计算机学会CCF高性能专业委员会委员；
中国计算机学会CCF数据库专业委员会通信委员；
Executive Committee Member of ACM SIGHPC China；
TPDS、TJSC、FCS、JCST等期刊审稿人;
IPDPS、ICPP等会议审稿人
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