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In recent years, researchers have investigated a wide range of topics related to mobile edge computing (MEC) from both the mobile computing and the wireless communications perspectives, such as MEC architecture and virtualization, computation offloading, task scheduling and resource management. In comparison, service caching has been severely under-investigated. Service caching refers to pre-storing the necessary programs for task computation at MEC servers. It effectively reduces the real time delay/bandwidth cost on acquiring and initializing service applications when computation tasks are offloaded to the MEC servers. The limited caching space at edge servers calls for careful design of caching placement to determine which programs to cache over time. This is in general a complicated problem that highly correlates with the computation offloading and resource allocation decisions. In this talk, I am going to introduce our recent work on MEC service caching in various scenarios.
关于 CIR2020: 为助力人工智能的理论技术创新，促进群体智能相关领域的学术交流和技术进步，加强科研成果和知识共享，AIRS于2020年10月-11月举办“群体智能与多智能体交互”系列讲座（Crowd Intelligence Research Series Seminar 2020, 简称CIR2020）。系列讲座邀请九位群体智能领域的资深权威学者进行主题分享，其中有来自AIRS和香港中文大学（深圳）的教授与研究员，还有清华大学、北京大学、香港中文大学、上海交大等名校的学者。演讲内容涵盖群体智能领域多个主题，包括多机器人协同、移动边缘计算、强化学习、群体激励机制等。
Angela Yingjun Zhang is a Professor with the Department on Information Engineering, The Chinese University of Hong Kong. Her research interests include optimization and learning for wireless communications and smart grid systems.
Angela is now a Member of the IEEE ComSoc Fellow Evaluation Standing Committee, an Editor-at-Large of IEEE Open Journal of the Communications Society, and a Steering Committee Member of IEEE SmartGridComm conference. Previously, she had served as the Chair of the Executive Editorial Committee of IEEE Transactions on Wireless Communications, and many years on the editorial boards of IEEE Transactions on Wireless Communications, IEEE Transactions on Communications, and Wiley Journal on Security and Communications Networks. She was the Founding Chair of the IEEE ComSoc Technical Committee on Smart Grid Communications. She has been on the organizing committees of major IEEE conferences, including ICC, GLOBECOM, SmartGridComm, VTC, CCNC, ICCC, and MASS. Angela is a Fellow of IEEE, a Fellow of IET, and a IEEE ComSoc Distinguished Lecturer.