教育背景

2010.09-2014.03   帝国理工学院  计算机   博士(国家高水平大学公派研究生项目)

2007.09-2010.07   清华大学  软件工程   硕士(优秀毕业生,硕士生前2%)

2004.09-2007.07   华南理工大学   计算机科学与技术(校级重点实验班,三年完成四年制本科,成绩第一保研)   本科


工作经历

2014.03-至今   中科院计算所  先进计算机系统研究中心 助理研究员


研究方向&代表性论著(Google学术

应用驱动的数据中心系统管理与优化(高并发在线服务、大规模离线分析应用、多层云计算应用),大数据基准测试集,工作流管理系统。

1. 高并发在线服务长尾延迟

  • Rui Han, Siguang Huang, Zhentao Wang, and Jianfeng Zhan. “CLAP: Component-level Approximate Processing for Low Tail Latency and High Result Accuracy in Cloud Online Services.” In IEEE Transactions on Parallel and Distributed Systems (TPDS). (CCF A类期刊)
  • Rui Han, Siguang Huang, Fei Tang, Fugui Chang, and Jianfeng Zhan. AccuracyTrader: Accuracy-aware Approximate Processing for Low Tail Latency and High Result Accuracy in Cloud Online Services. In: The 45th International Conference on Parallel Processing (ICPP 2016), Philadelphia, PA, USA. IEEE Press. pp. 278-287. IEEE, 2016. (CCF B类会议,全文)
  • Rui Han, Junwei Wang, Siguang Huang, Chenrong Shao, Shulin Zhan, Jianfeng Zhan and Jose Luis Vazquez-Poletti. PCS: Predictive Component-level Scheduling for Reducing Tail Latency in Cloud Online Services. In: The 44th International Conference on Parallel Processing (ICPP 2015), Beijing, China. IEEE Press. pp. 490-499. IEEE, 2015. (CCF B类会议,全文)

2. 大规模离线分析应用

  • Rui Han, Fan Zhang, and Zhentao Wang. AccurateML: Information-aggregation-based Approximate Processing for Fast and Accurate Machine Learning on MapReduce. In: IEEE International Conference on Computer Communications (INFOCOM 2017), Atlanta, GA, USA. IEEE Press.  (CCF A类会议
  • Zhen Jia, Jianfeng Zhan, Lei Wang, Chunjie Luo, Wanling Gao, Yi Jin, Rui Han, and Lixin Zhang . Understanding Big Data Analytics Workloads on Modern Processor. In IEEE Transactions on Parallel and Distributed Systems (TPDS). (CCF A类期刊

3. 多层云计算应用

  • Rui Han, Li Guo, Moustafa M Ghanem, Yike Guo.  Lightweight Resource Scaling for Cloud Applications. 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2012), Ottawa, Canada. IEEE Press. pp. 644-651. (CCF C类会议,全文,单篇引用141次)
  • Rui Han, Moustafa M. Ghanem, Li Guo, Yike Guo and Michelle Osmond. Enabling Cost-Aware and Adaptive Elasticity of Multi-tier Cloud Applications. In: Future Generation Computer Systems, 32, 82-98, 2014. (CCF C类期刊,单篇引用92次)
  • J.L. Vazquez-Poletti, R. Moreno-Vozmediano, Rui Han, Weikun Wang, I.M. Llorente. SaaS enabled admission control for MCMC simulation in cloud computing infrastructures. Computer Physics Communications. Volume 211, February 2017, Pages 88–97.  (影响因子: 3.635).
  • Schahram Dustdar, Yike Guo, Rui Han, Benjamin Satzger, Hong-Linh Truong.Programming Directives for Elastic Computing. In: IEEE Internet Computing, 16(6), 72-77, 2012. (影响因子: 2.0).

4. 大数据基准测试集

  • Rui Han, Lizy Kurian John, and Jianfeng Zhan. Benchmarking Big Data Systems: A Review. In: IEEE Transactions on Services Computing, 2017. (CCF B类期刊,长文)
  • Rui Han, Shulin Zhan, Chenrong Shao, Junwei Wang, Lizy K John, Jiangtao Xu, Gang Lu, and Lei Wang. BigDataBench-MT: A Benchmark Tool for Generating Realistic Mixed Data Center Workloads. In: The 2015 ACM Symposium on Cloud Computing conference (SoCC 2015), Kohala Coast, Hawai’i, USA, 2015. (CCF B类会议,墙报论文)
  • Rui Han,  Zan Zong, Fan Zhang, Jose Luis Vazquez-Poletti, Zhen Jia, and Lei Wang. CloudMix: Generating Diverse and Reducible Workloads for Cloud Systems. In: The 10th IEEE International Conference on Cloud Computing (CLOUD 2017), Kohala Coast, Hawai’i, USA, 2017. (CCF C类会议)
  • Rui Han, Xiaoyi Lu, and Jiangtao Xu. On big data benchmarking. In: Workshop on Big Data Benchmarks, Performance Optimization, and Emerging Hardware (BPOE 2014), Salt Lake City, USA, LNCS Press. pp. 3-18. (作为大数据基准测试代表性论文入选The 100 recommended big data papers by PayPal ,2篇中国文章之一,CSDN翻译)。
  • 詹剑锋,高婉铃,王 磊,李经伟,魏 凯,罗纯杰,韩 锐,田昕晖,姜春宇. “BigDataBench: 开源的大数据系统评测基准.” 计算机学报,第39卷,第1期,196-211.

5. 工作流管理系统

  • Rui Han,Yingbo Liu,Lijie Wen,Jianmin Wang: Dynamically analyzing time constraints in workflow systems with fixed-date constraint. In: 12th International Asia-Pacific Web Conference (APWEB 2010):99-105. (CCF C类论文,全文).
  • Rui Han, Yingbo Liu, Lijie Wen and Jianmin Wang. A Two-Stage Probabilistic Approach to Manage Personal Worklist in Workflow Management Systems. In: OTM’09, 17th International Conference on COOPERATIVE INFORMATION SYSTEMS (CoopIS 2009), Vilamoura, Algarve, Portugal. Published by Springer Verlag, Part I, LNCS 5870, pp. 24–41. (CCF C类论文,全文).
  • 韩锐,刘英博,闻立杰,王建民。工作流管理系统中一种概率性分析和调整时间约束的方法。计算机研究与发展,47(1),157-163, 2010 (第26届中国数据库学术会议(NDBC2009)萨师煊优秀研究生论文奖)。

科研项目

  • 国家自然科学基金(项目编号:61502451)。云计算平台中大规模交互式服务长尾延迟消减关键技术研究,2016.1至2018.12,负责人
  • 国家重点研发计划,科学大数据管理系统(项目编号:2016YFB1000600),课题1:可溯源科学大数据体系架构、规范及评测基准(课题编号:2016YFB1000601),2016.6至2019.6,课题骨干与执行负责人,负责大数据系统体系结构设计与实现。
  • 国家自然科学基金重点项目(项目编号:61432006)。大数据管理系统评测基准的理论与方法,2015.1至2019.12,课题主要参与者
  • 中科院计算所-华为高通量服务器研究项目(横向项目)。依托BigDataBench,负载数据中心混合负载研发并发布开源软件包,2014.3至今,课题主要参与者
  • 国家高技术研究发展计划(863 计划)(项目编号:2015AA01308)。基于内存计算的实时大数据关键技术和系统,2015.1至2017.12 ,课题参与者

学术服务

  • 国际会议程序委员会委员(TPC):  ICDCS 2018, IEEE CLOUD 2015-2017, CLOUD COMPUTING 2014-2017, BPOE 2013-2017, ICFC 2017, 3PGCIC 2015, CloudCom 2014 PhD constum等。
  • Shadow TPC: EuroSys 2017 and 2018.
  • 国际研讨会主席:BPOE 2014,2015,2016联合主席(与VLDB 2014, VLDB 2015, ASPLOS 2016联合举办)。
  • 国际会议宣传主席:USENIX ICAC 2014。
  • 国际期刊审稿人:IEEE/ACM Transactions on Networking (ToN)(CCF A类期刊),ACM Transactions on Architecture and Code Optimization(CCF B类期刊),IEEE Transactions on Emerging Topics in Computing,FGCS(CCF C类期刊), Concurrency and Computation Practice and Experience(CCF C类期刊),Computer Architecture Letters,Computers and Electrical Engineering等。