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黄新力

教授

计算机科学与技术学院      

个人资料

  • 部门: 计算机科学与技术学院
  • 毕业院校: 上海交通大学
  • 学位: 博士,计算机系统结构
  • 学历: 博士研究生毕业
  • 邮编: 200062
  • 联系电话: 021-62233627
  • 传真: N/A
  • 电子邮箱: xlhuang@cs.ecnu.edu.cn
  • 办公地址: 中山北路校区理科大楼B713
  • 通讯地址: 上海市中山北路3663号

教育经历

工作经历

个人简介

2007年4月毕业于上海交通大学计算机科学与工程系,获计算机系统结构专业工学博士学位;2007年7月起至今在华东师范大学计算机科学技术系、计算机科学与技术学院从事教学和科研工作,先后分别于2007年10月起、2010年12月起、2020年12月起,任讲师、副教授、教授;2011年受国家留学基金委资助,公派访学美国得克萨斯大学圣安东尼奥分校(UTSA)计算机科学系ICS研究所;目前的研究工作主要集中在智能网络计算(Smart Networking & Computing)、人工智能物联网(AIoT)、新型智慧城市(Smart City)等方向领域;主持国家重点研发计划“物联网与智慧城市关键技术及示范”重点专项、国家自然科学基金、教育部博士点基金、上海市“科技创新行动计划”高新技术领域重大专项、上海市“科技创新行动计划”信息技术领域重点专项、上海市“人工智能创新发展”重点专项以及政府机构和企事业单位委托科研项目课题10余项;参与国家重点研发计划“网络空间安全”基础前沿类重点专项、国家自然科学基金重大国际(地区)合作研究项目、国家高技术研究发展计划(“863计划”)“网格计算”重大专项、上海市基础研究重大项目、上海市科技攻关重大专项、华东师范大学“幸福之花”先导研究基金“智能+”领域重点专项等重要项目课题多项;以第一或通讯作者在IEEE COMST、IEEE TSUSC、COMNET、INFORMATICA等国际期刊及IPCCC、ICPADS、ISPA、WISE、ICA3PP等国际会议上发表或录用学术论文30余篇;授权或申请发明专利4项,登记软件著作权10余项;参与上海市“新型智慧城市”和“新型城域物联专网”规划建设,参与“上海感知试验场”和“上海大数据试验场”建设,参与制定并起草上海市《新型城域物联专网建设导则》(经上海市人民政府批准,已正式发布实施,见市政府官网),获“个人杰出贡献奖”等奖项(亦为高校唯一奖项);参与制定并起草上海市通信制造业行业协会《移动通信用户感知度测评规范》团体标准(已正式颁布实施);指导学生参加第十五届中国“研电赛”并获全国总决赛二等奖、上海市一等奖、优秀指导教师奖等。

社会兼职

  • IEEE会员、ACM会员、CCF会员、上海市计算机学会会员

  • 国际期刊审稿人:IEEE Transactions on Parallel and Distributed Systems (TPDS)、ACM Transactions on Data Science (TDS)、IEEE Transactions on Vehicular Technology (TVT)、Journal of Computer Science and Technology (JCST)、IEEE Access、International Journal of Network Security (IJNS)、中国科学:信息科学 (SCIS)、计算机学报、软件学报等

  • 国际会议审稿人:IEEE International Performance Computing and Communications Conference (IPCCC)、International Conference on Web Information Systems Engineering (WISE)、IEEE International Conference on Parallel and Distributed Systems (ICPADS)、International Conference on Embedded and Ubiquitous Computing (EUC)、International Workshop on Internet and Network Economics (WINE)、International Conference on Distributed Computing and Networking (ICDCN)等

  • 国家自然科学基金通讯评审专家(自2009年起)、国家科技评审专家、上海市科技评审专家

  • 上海市物联网行业协会、上海市感知专业委员会,专业委员

  • 上海软件定义网络(SDN)产业技术创新战略联盟、上海大数据试验场联盟等联盟成员单位联系人

  • 上海市《新型城域物联专网建设导则》(2018版、2019版、2020版、2021版)主要起草人

  • 上海市《新型城域物联专网测试导则》(2019版)主要起草人

  • 上海市《新型城域物联专网白皮书》(2019版)主要起草人

  • 团体标准《移动通信用户感知度测评规范》(T/SHCIA000001-2020)主要起草人

研究方向

课题组目前开展的学术研究工作及所承担的科研项目课题,主要涉及以下研究方向及研究内容:

  • 人工智能物联网(AIoT)技术及应用

新型物联网架构与赋能技术、边缘计算/边云协同/边缘智能

面向感知、数据、算法、平台等的新型城域物联专网综合评估体系研发及环境建设

人工智能物联网技术在城市精细管理与精准治理、城市大脑与智慧城市、智慧养老等领域中的应用

  • 大数据技术及应用

运营级实时大数据高性能分析处理关键技术

基于大数据的情境感知和用户行为分析及其在智慧健康养老领域中的应用

大数据技术在健康物联计算、移动群智感知、城市智能计算等领域中的应用

  • 云计算与数据中心网络/软件定义网络/未来网络

云数据中心网络虚拟化技术;大二层网络技术;云数据中心网络资源优化调度

SDN网络控制平面行为建模/一致性监测/故障恢复;数据平面可信拓扑认证;混合部署与流量牵引优化

以信息/内容/数据为中心的未来网络体系结构(ICN/CCN/NDN)

  • 网络空间安全

SDN网络防火墙原型系统、SDN网络入侵检测原型系统研发与典型应用示范

区块链网络安全/新型APT/LDDoS/RDDoS攻击检测与防御

安全边界模糊化及BYOD开放式移动接入应用场景下的新型入侵/攻击手段及其检测/防御策略

招生信息每年计划招收全日制硕士研究生(学硕:计算机科学与技术专业,专硕:计算机技术专业)2-3名、非全日制硕士研究生(专硕:计算机技术专业)3-4名,欢迎有志于科学研究和技术研发,在上述方向领域兴趣浓、基础好、能力强的优秀学生联系推免或报考!请附上个人基本信息、教育与学习经历、科创竞赛/学术研究/科研实践/项目开发等方面较为详细的介绍材料,以及其它能表明个人成绩或专业技能的材料,发送至:xlhuang AT cs.ecnu.edu.cn专业背景要求:计算机、数学、信息、通信类及相关专业。实验室能够为学生提供优越的学习科研条件和发展平台。课题组同时欢迎有科学研究兴趣的优秀本科生到实验室开展科创项目与毕业设计!联系方式同上。

开授课程

  • COMS0031131036.02: Computer Networks, Fall (since 2010), for undergraduates of the CS dept., East China Normal University

  • COMS0031132033.01: Fundamentals of Network Security, Fall (since 2009), for undergraduates of the CS dept., East China Normal University

  • CMST0021120059: Advanced Topics on Computer Networks, Spring (since 2008), for MS & Ph.D. candidates of the CS dept., East China Normal University

  • ME003511202013: Advanced Network Computing: Architectures, Technologies and Progresses, Fall (since 2020), for MS & Ph.D. candidates of the CS dept., East China Normal University

科研项目

  • 国家重点研发计划“物联网与智慧城市关键技术及示范”重点专项课题No.2019YFB2012803城市公共基础设施的预警预报模型及智能决策机制2020.01-2022.12,PI

  • 上海市科技创新行动计划高新技术领域重大专项课题No.19DZ1100400上海城域物联专网关键技术研究及城市级综合试验环境建设2019.07-2021.06,PI

  • 华东师范大学幸福之花先导研究基金“智能+”领域重点项目No.40500-20104-222100,Edge-Cloud范式驱动的高性能安全网关与智能安全引擎关键技术研究及应用”,2019.07-2022.06,Co-PI

  • 上海市人工智能创新发展重点专项课题No.2018-RGZN-02060新型城域物联专网评估体系研发及环境建设2018.11-2020.12,PI

  • 上海市科技创新行动计划高新技术领域重大专项课题No.18511103302运营级实时大数据高性能处理关键技术研究2018.07-2020.06,PI

  • 上海市闵行区政府机构委托研究项目No.15901-412312-20030,智慧健康养老大数据分析及应用平台研发2018.03-2020.12,PI

  • 教育部“人口老龄化国家中长期规划”重大专项“科技支撑”课题No.41300-20205-552100,“建立我国多机构跨界协同个性化智慧养老服务体系”,2018.01-2019.12,Co-PI

  • 企事业单位委托研究项目,No.14506-412312-17117,“LJ-SERVICE新型业务应用平台研发与系统集成”,2017.07-2019.07,PI

  • 企事业单位委托研究项目,No.14506-412312-17052,“基于大数据的智能远程长者关怀系统的设计与实现”,2017.04-2019.04,PI

  • 国家重点研发计划“网络空间安全”重点专项基础前沿类项目,No.2017YFB0801700,“地址驱动的网络安全管控体系结构及其机理研究”,2017.04-2020.03,Co-PI

  • 上海市“科技创新行动计划”信息技术领域重点专项课题,No.13511500400,“基于开放架构的高可靠软件定义网络体系研究”,2013.07-2015.06,PI

  • 国家自然科学基金青年科学基金项目,No.60803127,“对等计算复杂网络的拓扑生成、行为牵引与标靶免疫”,2009.01-2011.12PI

  • 教育部高等学校博士学科点专项科研基金项目,No.200802691053,“对等计算复杂网络的分散式标靶免疫方法研究”,2009.01-2011.12PI

  • 上海市科委科技攻关重大专项,No.07DZ15006,“综合业务传输性能测量方法及其关键技术研究”,2007.07-2009.06,Co-PI

学术成果

Selected Publications:

  • J. Zhou, X. Huang*, F. Lu, Y, Liu, "Path-Based Reasoning over the Knowledge Graph: A Survey of Methods and Applications," IEEE Transactions on Knowledge and Data Engineering. Submitted, under review.

  • Y. Wen, F. Lu, Y. Liu, and X. Huang*, "Attacks and Countermeasures on Blockchains: A Survey From Layering Perspective," Computer Networks, Volume 191, 22 May 2021, 107978. DOI: 10.1016/j.comnet.2021.107978

  • X. Huang, P. Shi, Y. Liu, and F. Xu, "Towards Trusted and Efficient SDN Topology Discovery: A Lightweight Topology Verification Scheme," Computer Networks, Volume 170, 7 April 2020, 107119. DOI: 10.1016/j.comnet.2020.107119

  • X. Huang, F. Li, K. Cao, T. Wei and S. Hu, "Queueing Theoretic Approach for Performance-Aware Modeling of Sustainable SDN Control Planes," IEEE Transactions on Sustainable Computing, vol.5, no. 1, pp. 121-133, 2020. DOI: 10.1109/TSUSC.2018.2889561

  • X. Huang, S. Cheng, K. Cao, P. Cong, T. Wei and S. Hu, "A Survey of Deployment Solutions and Optimization Strategies for Hybrid SDN Networks," IEEE Communications Surveys and Tutorials, vol. 21, no. 2, pp. 1483-1507, 2019. DOI: 10.1109/COMST.2018.2871061, (2019/2020 Journal Impact Factor: 23.700, ranking Top#1 for impact and citations in all IEEE publications according to the Thomson Reuters Journal Citation Reports)

  • Y. Yang, X. Huang*, S. Cheng, S. Chen, and P. Cong, "SHSA: A Method of Network Verification with Stateful Header Space Analysis," in Proceedings of the 22nd IEEE International Conference on Parallel and Distributed Systems (ICPADS), IEEE Computer Society Press, pp. 232-238, Wuhan, China, Dec. 13-16, 2016.

  • H. Li, X. Huang*, and Z. Zheng, "Detection Method of DDoS Attack Based on Software Defined Network and Its Application," Computer Engineering, vol. 42, no. 2, pp. 118-123, 2016. (in Chinese)

  • T. Ren, and X. Huang*, "A Modified Max-min Ant Colony Optimization Algorithm for Virtual Machines Replacement in Cloud Datacenter," in Proceedings of the 33rd IEEE International Performance Computing and Communications Conference (IPCCC), Austin, TX, USA, Dec. 5-7, 2014.

  • Y. Zhou, and X. Huang*, "Scheduling Workflow in Cloud Computing Based on Ant Colony Optimization Algorithm," in Proceedings of the 6th IEEE International Conference on Business Intelligence and Financial Engineering (BIFE), IEEE Computer Society Press, pp. 57-61, Hangzhou, China, Nov. 14-16, 2013.

  • H. Qian, X. Li, and X. Huang, "Tightly Secure Non-Interactive Multisignatures in the Plain Public Key Model," Informatica, vol. 23, no. 3, pp. 443-460, 2012.

  • L. Yu, X. Huang, and F. You, "MSTG: A Multi-Service Traffic Generator for Testing Next Generation Wireless Broadband Communication Systems," in Proceedings of the 1st IEEE International Conference on Networks Security, Wireless Communications and Trusted Computing (NSWCTC), IEEE Computer Society Press, pp. 580-583, Wuhan, China, Apr. 25-26, 2009.

  • X. Huang, F. Zou, and F. Ma, "On Targeted Local Immunization in Scale-free Peer-to-Peer Networks," Journal of Computer Science and Technology, vol. 22, no. 3, pp. 457-468, 2007.

  • W. Zhang, X. Huang, F. Zou, F. Ma, "O-match: Semantic resource discovery in grid environments," WSEAS Transactions on Information Science and Applications, vol. 4, no. 6, pp. 1175-1180, 2007.

  • X. Huang, and F. Ma, "DEAON: Dynamically-Evolving Active Overlay Networks for Scalable Information Retrieval," High Technology Letters (English Language Edition), vol. 13, no. 4, pp. 413-417, 2007.

  • X. Huang, Y. Li, and F. Ma, "GToS: Examining the Role of Overlay Topology on System Performance Improvement," in Proceedings of the 7th International Workshop on Distributed Computing (IWDC), Lecture Notes in Computer Science, Springer-Verlag, vol. 3741, pp. 213-225, Kharagpur, India, Dec. 27-30, 2005.

  • X. Huang, F. Ma, and Y. Li, "Attack Vulnerability of Peer-to-Peer Networks and Cost-Effective Immunization," in Proceedings of the 3rd International Symposium on Parallel and Distributed Processing and Applications (ISPA), Lecture Notes in Computer Science, Springer-Verlag, vol. 3759, pp. 45-53, Nanjing, China, Nov. 2-5, 2005.

  • Y. Li, X. Huang, F. Ma, and F. Zou, "Building Efficient Super-Peer Overlay Network for DHT Systems," in Proceedings of the 4th International Conference on Grid and Cooperative Computing (GCC), Lecture Notes in Computer Science, Springer-Verlag, vol. 3795, pp. 787-798, Beijing, China, Nov. 30 - Dec. 3, 2005.

  • X. Huang, F. Ma, and W. Zhang, "A Unique Design for High-Performance Decentralized Resources Locating: A Topological Perspective," in Proceedings of the 6th International Conference on Web Information Systems Engineering (WISE), Lecture Notes in Computer Science, Springer-Verlag, vol. 3806, pp. 609-610, New York, NY, USA, Nov. 20-22, 2005.

  • X. Huang, F. Ma, W. Zhang, and Y. Li, "On Protection of Threatened Unstructured Overlays: An Economic Defense Model and Its Applications," in Proceedings of the 1st International Workshop on Internet and Network Economics (WINE), Lecture Notes in Computer Science, Springer-Verlag, vol. 3828, pp. 936-946, Hong Kong, China, Dec. 15-17, 2005.

  • X. Huang, W. Zhang, F. Ma, and F. Li, "Exploring Small-World-Like Topologies via SplitProber: Turning Power Laws into an Advantage in Unstructured Overlays," in Proceedings of the 2nd IFIP International Conference on Embedded and Ubiquitous Computing (EUC), Lecture Notes in Computer Science, Springer-Verlag, vol. 3823, pp. 724-733, Nagasaki, Japan, Dec. 6-9, 2005.

  • Y. Li, X. Huang, F. Zou, and F. Ma, "eDSR: A Decentralized Service Registry for e-Commerce," in Proceedings of the 1st IEEE International Conference on e-Business Engineering (ICEBE), IEEE Computer Society Press, pp. 615-618, Beijing, China, Oct. 18-21, 2005.

  • X. Huang, Y. Li, R. Yang, and F. Ma, "Enhancing Attack Survivability of Gnutella-like P2P Networks by Targeted Immunization Scheme," in Proceedings of the 6th IEEE International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT), IEEE Computer Society Press, pp. 503-506, Dalian, China, Dec. 5-8, 2005.

  • R. Yang, Q. Xia, W. Wang, Q. Pan, X. Huang, and M. Li, "Secure Protocols Enhancement Based on Radio-propagation Related Looser Assumptions in Mobile Ad hoc Networks," in Proceedings of the 6th IEEE International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT), IEEE Computer Society Press, pp. 201-204, Dalian, China, Dec. 5-8, 2005.

  • X. Huang, Y. Li, F. Liu, and F. Ma, "ToA3: Beyond the Limit of Unstructured P2P Networks," in Proceedings of the 1st Joint International Conference on Autonomic and Autonomous Systems & International Conference on Networking and Services (ICAS&ICNS), IEEE Computer Society Press, pp. 40-45, Papeete, Tahiti, France, Oct. 23-28, 2005

荣誉及奖励

招生信息

10 访问

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