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陈昊鹏 上海交通大学 副教授

上海交通大学,软件学院, 副教授。中国计算机学会高级会员,中国计算机学会计算机应用专委会委员。本人1999年4月和2001年12月分别于西北工业大学计算机科学与工程系获工学硕士和工学博士学位,2002年3月进入上海...

专家简介

上海交通大学,软件学院, 副教授。中国计算机学会高级会员,中国计算机学会计算机应用专委会委员。

本人19994月和200112月分别于西北工业大学计算机科学与工程系获工学硕士和工学博士学位,20023月进入上海交通大学计算机科学与技术博士后流动站工作,20043月博士后出站在上海交通大学软件学院任教至今,其间于200812月被聘为副教授。从攻读硕士学位至今,一直从事分布式计算方面的研究。200912月至201012月,受国家留学基金委资助,公派赴美国佐治亚理工学院(Georgia Institute of Technology)访问一年,从事云计算和服务计算方面的研究。

作为项目负责人承担过863专题课题1项“互联网环境下基于闭环反馈的服务描述、发现与管理技术研究”,提出了完整的基于QoS的服务管理技术,并设计实现了相应的软件工具,以此为基础获得发明专利3项、软件著作权3项,在国际会议或期刊上发表相关学术论文20余篇。该项目于2010年顺利通过验收。

目前,本人的主要研究精力集中在云计算和大数据上,包括负载感知的混合存储技术、多目标优化的资源动态调度、虚拟机相干与迁移技术、大数据处理中的任务调度机制优化等。以此为基础,本人和企业合作承担为上海市科委创新行动计划1项,上海市经信委产学研项目1项,教育部-中移动科研基金1项,企业合作项目10多项,在国际会议或期刊上发表相关学术论文50余篇。


讲授的课程

《程序设计1》《Web开发技术》《企业级应用系统体系架构》《数据科学引论》

 

近期发表的论文

[1]     Chen D, Chen H, Jiang Z, et al. An adaptive memory tuning strategy with high performance for Spark[J]. International Journal of Big Data Intelligence, 2017, 4(4): 276-286.

[2]     Zhang Q, Chen H, Shen Y, et al. Optimization of virtual resource management for cloud applications to cope with traffic burst[J]. Future Generation Computer Systems, 2016, 58: 42-55. doi: 10.1016/j.future.2015.12.011

[3]     Wang H, Chen H, Du Z, et al. BeTL: MapReduce Checkpoint Tactics Beneath the Task Level[J]. IEEE Transactions on Services Computing (9): 84-95. doi: 10.1109/TSC.2015.2453973

[4]     Wang Z, Chen H, Fu Y, et al. Workload balancing and adaptive resource management for the swift storage system on cloud[J]. Future Generation Computer Systems, 2015, 51: 120-131. doi:10.1016/j.future.2014.11.006. [pdf]

[5]     Nie J, Chen H. An MAS Framework for Speculative Trading Research in Stock Index Futures Market[J]. (英文版), 2014, 4: 012.

[6]     Zhang X, Chen H, Hu F. Back Propagation Grouping: Load Balancing at Global Scale When Sources Are Skewed[C]//Services Computing (SCC), 2017 IEEE International Conference on. IEEE, 2017: 426-433.

[7]     Yin Z, Chen H, Sun J, et al. EAERS: An Enhanced Version of Autonomic and Elastic Resource Scheduling Framework for Cloud Applications[C]//Cloud Computing (CLOUD), 2017 IEEE 10th International Conference on. IEEE, 2017: 512-519. 

[8]     Zhang Q, Chen H, Yin Z. PRMRAP: A Proactive Virtual Resource Management Framework in Cloud[C]//Edge Computing (EDGE), 2017 IEEE International Conference on. IEEE, 2017: 120-127.

[9]     Wu Y, Chen H. ABP Scheduler: Speeding up Service Spread in Docker swarm[C]//Parallel and Distributed Processing with Applications(ISPA), 2017 IEEE 15th International Symposium on. IEEE, 2017: accepted

[10]   Shu B, Chen H, Sun M. Dynamic Load Balancing and Channel Strategy for Apache Flume Collecting Real-time Data Stream[C]//Parallel and Distributed Processing with Applications(ISPA), 2017 IEEE 15th International Symposium on. IEEE, 2017: accepted

[11]   Sun J, Chen H, Yin Z. AERS: An Autonomic and Elastic Resource Scheduling Framework for Cloud Applications[C]//Services Computing (SCC), 2016 IEEE International Conference on. IEEE, 2016: 66-73.

[12]   Gong L, Wang Z, Chen H, et al. QoS-Driven Frequency Scaling for Energy Efficiency and Reliability of Static Web Servers in Software-Defined Data Centers[C]//International Conference on Smart Computing and Communication. Springer, Cham, 2016: 287-296.

[13]   Zhao Z, Wu Q, Chen H, et al. Learning Quality Evaluation of MOOC Based on Big Data Analysis[C]//International Conference on Smart Computing and Communication. Springer, Cham, 2016: 277-286.

[14]   Du Z, Chen H, Jiang J. Research on the big data system of massive open online course[C]//Big Data (Big Data), 2016 IEEE International Conference on. IEEE, 2016: 1931-1936.

[15]   Zhu W, Chen H, Hu F. ASC: Improving spark driver performance with automatic spark checkpoint[C]//Advanced Communication Technology (ICACT), 2016 18th International Conference on. IEEE, 2016: 607-611.

[16]   Zhao Y, Hu F, Chen H. An adaptive tuning strategy on spark based on in-memory computation characteristics[C]//Advanced Communication Technology (ICACT), 2016 18th International Conference on. IEEE, 2016: 484-488.

[17]   Fu Y, Chen H, Song F. STWM: A Solution to Self-adaptive Task-Worker Matching in Software Crowdsourcing[M]//Algorithms and Architectures for Parallel Processing. Springer International Publishing, 2015: 383-398.

[18]   Song F, Chen H, Fu Y. An Approach to Rapid Worker Discovery in Software Crowdsourcing[M]//Algorithms and Architectures for Parallel Processing. Springer International Publishing, 2015: 370-382.

[19]   Feng Y, Chen D, Zhao Z, Chen H & Xi P, The Impact of Students And TAs’ Participation on Students’ Academic Performance in MOOC[C]//, Advances in Social Networks Analysis and Mining(ASONAM), 2015 IEEE/ACM International Conference on. IEEE, 2015: 1149-1154.

[20]   Dai W, Chen H, Wang W. RaHeC: A Mechanism of Resource Management for Heterogeneous Clouds[C]//High Performance Computing and Communications (HPCC), 2015 IEEE 7th International Symposium on Cyberspace Safety and Security (CSS), 2015 IEEE 12th International Conferen on Embedded Software and Systems (ICESS), 2015 IEEE 17th International Conference on. IEEE, 2015: 40-45.

[21]   Shen L, Chen H, Ma S, et al. WHOBBS: An Object-Based Distributed Hybrid Storage Providing Block Storage for Virtual Machines[C]//High Performance Computing and Communications (HPCC), 2015 IEEE 7th International Symposium on Cyberspace Safety and Security (CSS), 2015 IEEE 12th International Conferen on Embedded Software and Systems (ICESS), 2015 IEEE 17th International Conference on. IEEE, 2015: 160-165.

 

获得的表彰、奖励

[1] 陈昊鹏(3/11),基于进程模型的服务集成平台,上海市人民政府,上海市科技进步奖,二等奖,2013。(傅育熙,蔡鸿明,陈昊鹏,步丰林,姜丽红,李志,陈雨亭,李国强,蔡小娟,谢诚,黄承曦)

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