报告标题: Engineering Edge-Cloud Smart IoT Systems with AI and Workflows
报告时间:10月15日10:00-11:30
报告地点:数学馆B202
报告摘要:
Edge-cloud computing has become the mainstream architecture for the design of smart IoT systems such as smart health, smart grid, and smart manufacturing. However, there are still many open challenges such as data and computational resource management, task scheduling, edge intelligence, security and privacy. In this talk, I will use a smart UAV delivery system (named UAV-EXPRESS) as a typical example to introduce our recent studies on engineering edge-cloud smart IoT systems using AI and workflow technologies. I will introduce the simulation tool, the edge workflow system, the security and privacy framework, and the device-edge-cloud collaborative learning models which are the key components for engineering smart and secure IoT systems. I will also briefly touch on our latest progress in agentic workflow system which combines agentic and workflow technology to support the development of service-oriented AI applications.
报告人简介:
Prof. Xiao Liu received his PhD degree in software engineering from the Faculty of Information and Communication Technologies, Swinburne University of Technology, Melbourne, Australia, in 2011. He was an Associate Professor at the Software Engineering Institute, East China Normal University, Shanghai, China, during 2013 to 2015. He is currently a Full Professor and a Member of University Academic Board at Deakin University, Australia. He is also the Director for Deakin’s Software Engineering Innovation Lab in the School of Information Technology. His research interests include workflow systems, service computing, cloud and edge computing, AI for Software Engineering, and Human-Centric Software Engineering. He has published nearly 300 papers with many of them in top conferences such as ICSE, ASE, CHI, IEEE VR, ICWS and ICSOC, and top journals such as IEEE TSE, ACM ToSEM, IEEE TSC, IEEE TMC, IEEE TC, and IEEE TPDS. He is currently on the editorial board for the IEEE Transactions on Service Computing, Journal of Systems and Software, Automated Software Engineering Journal, Array and Human-Centric Intelligent Systems. He is a Senior Member of ACM and IEEE.