所属研究所、院系:
先进网络与计算系统研究所

职称:
副教授

E-mail:
zhangxx89@mail.sysu.edu.cn

办公地点:
广州市番禺区大学城外环东路132号中山大学东校区国家超级计算广州中心529L




教师简介:
张晓溪，博士，中山大学计算机学院“****”副教授。2013年于华中科技大学电子与信息工程系取得学士学位，2017年于香港大学计算机科学系取得博士学位，2017年至2020年于美国卡耐基梅隆大学电气与计算机工程系任博士后研究员，2020年10月加入中山大学。迄今在IEEE JSAC, IEEE/ACM Transactions?on Networking (ToN), ACM SIGMETRICS, IEEE INFOCOM, AAAI, ACM MobiSys,?IEEE ICNP, IEEE Transactions on Cloud Computing (TCC) 等国际高水平期刊及会议上发表论文20余篇。
Google scholar:?https://scholar.google.com/citations?user=nyLg3KMAAAAJ&hl=en
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研究领域:
云计算(Cloud computing)，边缘计算(Edge computing)，实时优化问题 (online optimization)，强化学习 (reinforcement learning) 与联邦学习 (federated learning) 在网络中的应用及理论研究

教育背景:
2009/09 -- 2013/06: 华中科技大学，电子与信息工程系， 学士学位
2013/09 -- 2017/08：香港大学，计算机科学系（CS），哲学博士学位

工作经历:
2017/09 -- 2020/08：美国卡耐基梅隆大学，电气与计算机工程系（ECE），博士后研究员
2020/10 -- 至今：中山大学，计算机学院，副教授

获奖及荣誉:
? ? - Asian Dean's Forum 2018 The Rising Stars 入选者
? ? - 2017 IEEE INFOCOM Best-In-Session Presentation Award
? ? - Teaching Excellence & Best Tutor Award of HKU CS Department?
? ? -?HK & China Gas Co., Ltd. Postgraduate Scholarship
? ? -?HKU Postgraduate Scholarship
? ? - 华中科技大学优秀毕业生毕业论文一等奖
? ? - 华中科技大学科技创新标兵
? ? - 华中科技大学 “三好学生”
? ? -?华中科技大学“XILINX-依元素杯”电子设计竞赛一等奖
? ? - 国家励志奖学金， 华中科技大学一等奖学金

主要学术兼职:
? ? - TPC member of IEEE ICDCS 2021
? ? - TPC member of ACM MobiCom 2018 Demo Program
? ? - TPC member of IEEE INFOCOM?2019 Demo, Poster,?and?ECOFEC Workshop
? ? - TPC member of?Sarnoff Symposium 2019
? ? - Reviewer for?IEEE Journal of Selected Areas (JSAC)
? ? - Reviewer for?IEEE Transactions on Networking (ToN)
? ? - Reviewer for?IEEE Transactions on Mobile Computing (TMC)
? ? - Reviewer for?IEEE Transactions on Cloud Computing (TCC)
? ? - Reviewer for?IEEE Transactions on Service Computing (TSC)
? ? - Reviewer for?IEEE Internet of Things (IoT) Journal

代表性论著:
- Yichen Ruan, Xiaoxi Zhang, Shu-che Liang, and Carlee Joe-Wong, "Towards Flexible Device Participation in Federated Learning", AISTATS, A?Virtual Conference, April 13-15, 2021?
- Xiaoxi Zhang, Jianyu Wang, Gauri Joshi, and Carlee Joe-Wong, "Machine Learning on Volatile Instances",?IEEE INFOCOM, Beijing, China, April 27-30, 2020 (acceptance rate: 19.8%)
- Jinhang Zuo, Xiaoxi Zhang, and Carlee Joe-Wong, "Observe before Play: Multi-armed Bandit with Pre-observations",?AAAI Conference on Artificial Intelligence, New York, New York, USA, February 7-12, 2020 (acceptance rate: 20.6% )
- Xiaoxi Zhang, Siqi Chen, Youngbin Im, Maria Gorlatova, Sangtae Ha, and Carlee Joe-Wong, "Towards Automated Network Management: Learning the Optimal Protocol Selection", IEEE ICNP (shortpaper), Chicago, Illinois, USA, October 7-10, 2019 (overall acceptance rate: 19.3%)
- Xiaoxi Zhang, Zhiyi Huang, Chuan Wu, Zongpeng Li, and Francis C.M. Lau,?"Dynamic VM Scaling: Provisioning and Pricing through an Online Auction",?IEEE Transactions on Cloud Computing (TCC), 2018 (early access)
- Xiaoxi Zhang, Chuan Wu, Zhiyi Huang, and Zongpeng Li, "Occupation-Oblivious Pricing of Cloud Jobs via Online Learning",?IEEE INFOCOM, Honolulu, Hawaii, USA, April 14-19, 2018 (acceptance rate: 19.2%)
- Xiaoxi Zhang, Chuan Wu, Zongpeng Li, and Francis C.M. Lau, "Proactive VNF Provisioning with Multi-timescale Cloud Resources: Fusing Online Learning and Online Optimization", IEEE INFOCOM, Atlanta, Georgia, USA, May 1-4, 2017 (acceptance rate: 20.9%)
- Xiaoxi Zhang, Zhiyi Huang, Chuan Wu, Zongpeng Li, and Francis C.M. Lau, "Online Stochastic Buy-Sell Mechanism for VNF chains in the NFV market",?IEEE Journal on Selected Areas in Communications (JSAC) Special Issue on Game Theory for Networks 35(2): 392-406, 2017 (JCR Impact Factor: 8.085)
- Xiaoxi Zhang, Zhiyi Huang, Chuan Wu, Zongpeng Li, and Francis C.M. Lau, "Online Auctions in IaaS Clouds: Welfare and Profit Maximization with Server Costs",? IEEE/ACM Transactions on Networking (ToN), 25(2):1034-1047, 2017 (JCR Impact Factor: 3.376)
- Xiaoxi Zhang, Zhiyi Huang, Chuan Wu, Zongpeng Li, and Francis C.M. Lau, "Online Auctions in IaaS Clouds: Welfare and Profit Maximization with Server Costs",? ACM SIGMETRICS, Portland, Oregon, USA, June 15-19, 2015 (acceptance rate: 13.4%)
- Xiaoxi Zhang, Chuan Wu, Zongpeng Li, and Francis C.M. Lau, "A Truthful (1 - ε)-Optimal Mechanism for On-demand Cloud Resource Provisioning", IEEE INFOCOM, Hong Kong, China, April 26-May 1, 2015 (acceptance rate: 19.3%)
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