Introduction
Most of my work centers on large-scale edge computing and cloud computing, spanning their intersection and interaction with telecommunications (e.g., 5G/6G networks), AI (e.g., machine learning systems), energy (e.g., electric vehicles), cybersecurity (e.g., DDoS), and multimedia (e.g., virtual reality). Using interdisciplinary methodologies of optimization, control, learning, and economics, I often investigate the efficiency, scalability, sustainability, and resilience of computer systems through modeling, design, theoretical derivations, and empirical experiments. My research has been supported by grants from the National Science Foundation, including the CAREER award, and the industry. I publish in the fields of networking and distributed computing (e.g., JSAC, ToN, TMC, TPDS, INFOCOM, MOBIHOC, SECON, ICNP, ICDCS, and IPDPS).
I am a faculty member in the Department of Computer Science at the University of Oregon. Previously I worked at Nokia Bell Labs in Ireland. I completed the Ph.D. (Dr. rer. nat.) degree in computer science (Informatik) at the University of Göttingen (Georg-August-Universität Göttingen), Germany, where my work was part of EU FP7 projects. I received the Ripple Faculty Fellowship, the Alcatel-Lucent Bell Labs UK and Ireland Recognition Award, and the Best Paper Awards of IEEE CNS 2019 and IEEE LANMAN 2013. I was a guest editor of JSAC. I have been on the technical program committees as the track (co-)chair for ICDCS and as a member for conferences such as INFOCOM, MOBIHOC, ICDCS, WWW, and IWQoS. I have also served as the program chair of multiple workshops with INFOCOM and ICDCS.
Recent News
- 2023.12: Joined the ACM MOBIHOC'24 technical program committee.
- 2023.10: Attended the 2023 NSF CSR PI Meeting in Durham, NC.
- 2023.10: Joined the IEEE ICDCS'24 technical program committee as the track (co-)chair for cloud computing and data centers.
- 2023.9: Joined the IEEE ICMLCN'24 technical program committee.
- 2023.6: Paper on joint orchestration of blockchain and federated learning accepted by IEEE SECON'23.
- 2023.6: Joined the IEEE MSN'23 technical program committee.
- 2023.4: Joined the IEEE INFOCOM'24 technical program committee.
- 2023.4: Served NSF on a review panel.
- 2023.3: Paper on federated split learning in cloud-edge networks accepted by IEEE/ACM IWQoS'23.
- 2023.2: Attended the NSF NeTS PI Meeting 2023.
- 2023.2: Paper on network telemetry with federated learning accepted by IEEE/ACM Transactions on Networking.
- 2023.2: Joined the IEEE/ACM IWQoS'23 technical program committee.
- 2023.2: Joined the ITC 35 technical program committee.
- 2023.1: Paper on cloud multi-source video streaming accepted by IEEE Transactions on Mobile Computing.
- 2023.1: Paper on data acquisition for federated learning accepted by Elsevier Computer Networks.
- 2022.12: SocialMeta'23 to be co-located with IEEE ICDCS'23.
- 2022.12: Paper on federated learning demand response accepted by IEEE INFOCOM'23.
- 2022.12: Paper on serverless edge video streaming accepted by IEEE INFOCOM'23.
- 2022.11: Joined the IFIP Networking'23 technical program committee.
- 2022.11: Patent on cloud workload management granted by the European Patent Office.
- 2022.11: Joined the IEEE ICDCS'23 technical program committee.
- 2022.10: Joined the ACM MOBIHOC'23 technical program committee.
- 2022.10: Delivered a colloquium talk about my recent research to our computer science department.
- 2022.10: NSF project on edge AI with streaming data reported by the university news.
- 2022.9: Quang Dang joined my group as a new PhD student.
- 2022.9: Presented our DDoS mitigation work in IEEE SECON'22.
- 2022.9: Paper on edge demand response with EVs accepted by IEEE Transactions on Mobile Computing.
- 2022.8: Project on edge AI with streaming data selected for funding by NSF.
- 2022.7: Paper on incentivizing online edge caching accepted by IEEE SECON'22.
- 2022.7: Paper on DDoS mitigation by cloud-edge coordination accepted by IEEE SECON'22.
- 2022.7: Paper on bandit learning with switching cost accepted by ACM MOBIHOC'22.
- 2022.7: Co-chaired SocialMeta'22 in conjunction with IEEE ICDCS'22.
- 2022.7: Joined the IEEE ICC'23 technical program committee.
- 2022.6: Paper on video edge caching accepted by IEEE Transactions on Parallel and Distributed Systems.
- 2022.6: Paper on contact tracing accepted by IEEE Journal on Selected Areas in Communications.
- 2022.4: Joined the IEEE INFOCOM'23 technical program committee.
- 2022.4: Paper on cloud-edge machine learning scheduling accepted by IEEE Journal on Selected Areas in Communications.
- 2022.4: Research on DDoS mitigation reported by the university news.
- 2022.4: Joined the IEEE MASS'22 technical program committee.
- 2022.3: Released the undergraduate research projects and the new application portal for our department.
- 2022.2: Recognized as a distinguished member of the IEEE INFOCOM'22 technical program committee.
- 2022.2: Joined the IEEE/ACM IWQoS'22 technical program committee.
- 2022.1: Paper on machine learning scheduling on server clusters accepted by IEEE Transactions on Cloud Computing.
- 2022.1: Joined the ITC 34 technical program committee.
- 2022.1: "News" before this date not collected.
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