赵进 - 复旦大学 - 计算机科学技术学院

个人简介

Jin Zhao (M’10-SM’19) received the B.Eng. degree in computer communications from Nanjing University of Posts and Telecommunications, China, in 2001, and the Ph.D. degree in computer science from Nanjing University, China, in 2006. He joined Fudan University in 2006. He stayed at University of Massachusetts Amherst for 1 year as a visiting scholar in 2014. His research interests include software defined networking and distributed machine learning. He is a senior member of IEEE. Awards Distinguished TPC member, IEEE INFOCOM 2021 上海市科技进步奖三等奖 2017 上海市自然科学奖二等奖 2014 教育部自然科学奖二等奖 2013

研究领域

My research interests generally include software defined networking and distributed machine learning, with a focus on scalability issues. I’m interested in both designing theoretical algorithms, and in developing practical systems that are deployable in the real Internet. Software Defined Networking Programmable Data Plane Network Function Virtualization Distributed Machine Learning

近期论文

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Journals Junte Ma, Sihao Xie and Jin Zhao, “Flexible Offloading of Service Function Chains to Programmable Switches,” IEEE Transactions on Services Computing, Vol. 16(2):1198 - 1211, Mar. 2023 Ruixin Chen and Jin Zhao, “Scalable and Flexible Traffic Steering for Service Function Chains,” IEEE Transactions on Network and Service Management, Vol. 19(3):2048 - 2062, Jan. 2022 Xinyu You, Xuanjie Li, Yuedong Xu, Hui Feng, Jin Zhao, Huaicheng Yan,”Toward Packet Routing With Fully Distributed Multiagent Deep Reinforcement Learning,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, Vol. 52(2): 855-868, Jan. 2022 Jiarui Xu, Sihao Xie and Jin Zhao, “P4Neighbor: Efficient Link Failure Recovery with Programmable Switches,” IEEE Transactions on Network and Service Management, Vol. 18(1):388-401, Mar. 2021 Sihao Xie, Junte Ma, Jin Zhao, “FlexChain: Bridging Parallelism and Placement for Service Function Chains,” IEEE Transactions on Network and Service Management, Vol. 18(1):195-208, Mar. 2021 Lei Wang, Weixi Mao, Jin Zhao, Yuedong Xu, “DDQP: A Double Deep Q-Learning Approach to Online Fault-tolerant SFC Placement,” IEEE Transactions on Network and Service Management, Vol. 18(1):118-132, Mar. 2021 Zhe Chen, Guorong Zhu, Sulei Wang, Yuedong Xu, Jie Xiong, Jin Zhao, Jun Luo, and Xin Wang , “M3: Multipath Assisted Wi-Fi Localization with a Single Access Point,” IEEE Transactions on Mobile Computing, Vol. 20(2):588-602, Feb. 2021 Bohan Zhao, Jin Zhao, Xin Wang, Tilman Wolf, “RuleTailor: Optimizing Flow Table Updates in OpenFlow Switches with Rule Transformations,” IEEE Transactions on Network and Service Management, Vol. 16(4):1581-1594, Dec. 2019. Kun Qiu, Jin Zhao, Xin Wang, Xiaoming Fu, Stefano Secci, “Efficient Recovery Path Computation for Fast Reroute in Large-scale Software Defined Networks,” IEEE Journal on Selected Areas in Communications, Vol. 37(8):1755-1768, Aug. 2019. Kun Qiu, Jing Yuan, Jin Zhao, Xin Wang, Stefano Secci, and Xiaoming Fu, “FastRule: Efficient Flow Entry Updates for TCAM-Based OpenFlow Switches,” IEEE Journal on Selected Areas in Communications, Vol. 37(3):484-498, Mar. 2019. Kun Qiu, Siyuan Huang, Qiongwen Xu, Jin Zhao, Xin Wang,Stefano Secci, “ParaCon: A Parallel Control Plane for Scaling Up Path Computation in SDN,” IEEE Transactions on Network and Service Management, 2017, 14 (4):978-990. Xunrui Yin, Yan Wang, Zongpeng Li, Xin Wang , Jin Zhao, Xiangyang Xue. “Bounding the Advantage of Multicast Network Coding in General Network Models”, IEEE Transactions on Communications 62(3): 1023-1032 (2014). Jinbiao Xu, Xin Wang, Jin Zhao, Azman Osman Lim, “I-Swifter: Improving chunked network coding for peer-to-peer content distribution,” Peer Peer Netw. Appl. 5(1):30-39, 2012 L. Yu, L. Gao, J. Zhao, and X. Wang, “SonicVoD: A VCR-Supported P2P-VoD System with Network Coding ” IEEE Transactions on Consumer Electronics, Vol 55, No. 2, May 2009, pp. 576 – 582 J. Zhao, F. Yang, Q. Zhang, Z. Zhang and F. Zhang, “LION: layered overlay multicast with network coding,” IEEE Transactions on Multimedia, Vol. 8, No. 5, pp.1021-1032, Oct. 2006 Conferences Ruixin Chen, Xinpeng Shan, Jin Zhao, "NFCache: Fine-grained and Flexible Offloading of Network Functions to Programmable Switches," ICPP Workshops 2023, Aug. 2023, pp.61-70 Zhuoyao Wang, Xiaokang Xu, Jin Zhao, "Spreading Factor Allocation and Rate Adaption for Minimizing Age of Information in LoRaWAN," in Proc. IEEE HPCC 2022, Dec. 2022, pp.482-489 Junte Ma, Sihao Xie, Jin Zhao, "NetMQ: High-performance In-network Caching for Message Queues with Programmable Switches," in Proc. IEEE ICC 2022, Seoul, South Korea, May, 2022, pp.4595-4600 Yanyan Mu, Lei Wang, Jin Zhao, “Energy-Efficient and Interference-Aware VNF Placement with Deep Reinforcement Learning,” in Proc. IFIP Networking 2021 Junte Ma, Sihao Xie and Jin Zhao, “P4SFC: Service Function Chain Offloading with Programmable Switches,” in Proc. IEEE IPCCC 2020, short paper, Nov. 2020, Austin, Texas, USA [PDF] Bohan Zhao, Rui Li, Jin Zhao, Tilman Wolf, “Efficient and Consistent TCAM Updates,” in Proc. IEEE INFOCOM 2020, Jul. 2020 [PDF] Rui Li, Bohan Zhao, Ruixin Chen, Jin Zhao, “Taming the Wildcards: Towards Dependency-free Rule Caching with FreeCache,” in Proc. IEEE/ACM IWQoS 2020, Jun. 2020. [PDF] Qian Liu, Yanyan Mu, Jin Zhao, Jingxia Feng, Bin Wang, “Characterizing Packet Loss in City-Scale LoRaWAN Deployment: Analysis and Implications,” in Proc. IFIP Networking 2020, Industry Track, Jun. 2020. Weixi Mao, Lei Wang, Jin Zhao, Yuedong Xu, “Online Fault-tolerant VNF Chain Placement: A Deep Reinforcement Learning Approach,” in Proc. IFIP Networking 2020, Jun. 2020. [PDF] Rui Li, Yu Pang, Jin Zhao, Xin Wang, “A Tale of Two (Flow) Tables: Demystifying Rule Caching in OpenFlow Switches,” in Proc. International Conference on Parallel Processing(ICPP 2019), Kyoto, Japan, Aug. 2019. Kun Qiu, Yuanyang Zhu, Jing Yuan, Jin Zhao, Xin Wang, and Tilman Wolf, “ParaPLL: Fast Parallel Shortest-path Distance Query on Large-scale Weighted Graphs,” in Proc. International Conference on Parallel Processing(ICPP 2018), Eugene OR, USA, Aug. 2018. Kun Qiu, Jing Yuan, Jin Zhao, Xin Wang, Stefano Secci, and Xiaoming Fu, “Fast Lookup Is Not Enough: Towards Efficient and Scalable Flow Entry Updates for TCAM-based OpenFlow Switches,” in Proc. IEEE International Conference on Distributed Computing Systems (ICDCS 2018), Vienna, Austria, July 2018. Qiongwen Xu, Xu Zhang, Jin Zhao, Xin Wang, Tilman Wolf, “Fast Shortest Path Queries on Large-Scale Weighted Graphs,” in Proc. IEEE International Conference on Network Protocols (ICNP) 2016, Singapore, Nov. 2016 Siyuan Huang, Jin Zhao, Xin Wang, “HybridFlow: A Lightweight Control Plane for Hybrid SDN in Enterprise Networks,” IEEE IWQoS 2016, poster session, Beijing China, June 2016 Kun Qiu, Renlong Tu, Siyuan Huang, Jin Zhao, Xin Wang, “cCluster: A Highly Scalable and Elastic OpenFlow Control Plane,” IEEE IWQoS 2015, short paper, Portland OR, June 2015 Renlong Tu, Xin Wang, Jin Zhao, Yue Yang, Lei Shi, Tilman Wolf, “Design of a load-balancing middlebox based on SDN for data centers,” Proc. IEEE INFOCOM Workshops, the International Workshop of Software-Defined Data Communications and Storage (SDDCS 2015): 480-485 Kun Qiu, Zhe Chen, Yang Chen, Jin Zhao, Xin Wang, “GFlow: Towards GPU-based High-Performance Table Matching in OpenFlow Switches,” ICOIN 2015 Ming Rong, Feng Xu, Jin Zhao, and Xin Wang, “GMaker: A Video Recommendation Module for Peer-Assisted VoD,” Peer-to-Peer Networking and Applications, November 2012. Jun Wu, Qin Jia, Jin Zhao and Xin Wang, “Minimizing the Energy Cost of Servers in Data Center Networks,” Proc. 2nd International Conference on Cloud and Green Computing(CGC 2012), Xiangtan, China, Nov. 2012 Xinya Zhang, Jin Zhao, Xin Wang, “GReplay: A Programming Model for Kernel-Space GPU Applications,” in USENIX Symposium on Operating Systems Design and Implementation (OSDI 2012), poster session, Hollywood, CA,USA, Oct, 2012 Shiping Li, Jin Zhao, Xin Wang, “Elite: Differentiating the Playback Lag for Peer-Assisted Live Video Streaming,” in Proc. IEEE/ACM IWQoS 2012, Coimbra, Portugal, Jun. 2012 Xunrui Yin, Xin Wang, Jin Zhao, Xiangyang Xue, Zongpeng Li, “On Benefits of Network Coding in Bidirected Networks and Hyper-networks,” in Proc. IEEE INFOCOM 2012, Mar. 2012 Jin Zhao, Xinya Zhang, Xin Wang, Yangdong Deng, Xiaoming Fu. “Exploiting Graphics Processors for High-performance IP Lookup in Software Routers,” in Proc. IEEE INFOCOM 2011 Mini-Conference, Shanghai, China, Apr., 2011 Dongbo Huang, Jin Zhao, Xin Wang, “Trading Bandwidth for Playback Lag: Can Active Peers Help?” Proc. ACM Multimedia 2010, Short paper, Oct. 2010 Dongbo Huang, Jin Zhao, Xin Wang, “Agiler: A P2P Live Streaming System with Low Playback Lag”, Proc. of the International Conference on Collaborative Computing: Networking, Applications and Worksharing 2010, Chicago USA, Oct. 2010 Yao Zhao, Xin Wang, Jin Zhao, Azman Osman Lim, “Data Collection for Distributed Surveillance Sensor Networks in Disaster-hit Regions”, Proc. of the International Conference on Collaborative Computing: Networking, Applications and Worksharing 2010, Chicago USA, Oct. 2010 Jin Zhao, Xinya Zhang, Xin Wang, “An Architecture Design of GPU-Accelerated VoD Streaming Servers with Network Coding”, Proc. of the International Conference on Collaborative Computing: Networking, Applications and Worksharing 2010, Chicago USA, Oct. 2010 Jin Zhao, Xinya Zhang, Xin Wang, Xiangyang Xue, “Achieving O(1) IP Lookup on GPU-based Software Routers,” in Proc. ACM SIGCOMM 2010 poster, New Delhi, India Shuai Wang, Jin Zhao, Xin Wang, “Is Network Coding Helpful for BitTorrent: From a Practitioner’s Perspective (Invited Paper),” in Proc. IEEE ICCCN 2010, Zurich, Switzerland, August 2–5, 2010 Yao Zhao, Xin Wang, Jin Zhao, Xiangyang Xue. “Maximizing Growth Codes Utility in Large-scale Wireless Sensor Networks,” Proc. of 16th International European Conference on Parallel and Distributed Computing (Euro-Par 2010), August, 2010. Qin Jia, Shuang Yang, Xin Wang, Jin Zhao. “Energy Efficiency in the Load-Balanced Switch,” Invited Paper, ICUFN 2010, June,2010 Tianyin Xu, Yang Chen, Jin Zhao, Xiaoming Fu, “Cuckoo: Towards Decentralized, Socio-Aware Online Microblogging Services and Data Measurement,” In Proc. ACM MobiSys 2010 HotPlanet Workshop, San Francisco, CA, USA, June 2010 Jiawu Zhong, Zhicong He, Jun Li, Xin Wang, and Jin Zhao,”Router Caching for Video Streaming Systems,” USENIX FAST 2010 poster. L. Gao, J. Zhong, L. Yu, J. Zhao and X. Wang, “The Implementation of Video-Segmentation-Accelerated VCR Support for P2P VoD Systems with Network Coding,” in Proc. IEEE ICCE 2009, Las Vegas, USA. X. Zhang, X. Chen, N. Ren, J. Zhao, X. Wang, “SonicStream: An Implementation of a Live P2P Media Streaming System with Improved Playback Lag,” in Proc. IEEE ICCE 2009, Las Vegas, USA. Z. Huang, X. Yin, X. Wang, J. Zhao, and X. Xue,”CODED IP: on the Feasibility of IP-layer Network Coding”, in Proc. IEEE ICCCN 2008, St. Thomas U.S. Virgin Islands. pp.42-47 J. Xu, J. Zhao, X. Wang, X. Xue, “Swifter:Chunked Network Coding for Peer-to-Peer Content Distribution,” in Proc. IEEE ICC , Beijing,China, May 2008, pp.5603-5608 . Zhao, F. Yang, Q. Zhang, and Z. Zhang, “On improving the throughput of media delivery applications in heterogeneous overlay network”, in Proc. IEEE Globecom 2006 J. Zhao, F. Yang, Q. Zhang, Z. Zhang and F. Zhang, “LION: layered overlay multicast with network coding,” IEEE Transactions on Multimedia, Vol. 8, No. 5, pp.1021-1032, Oct. 2006 (a shorter version of this paper appeared in IEEE Globecom) J. Zhao and F. Zhang, “A scalable RTT estimation algorithm for multicast congestion control,” in Proc. International Conference on Communications, Circuits and Systems, Chengdu, China, Jun. 2004, pp.571-574