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I am currently a UK EPSRC-funded research fellow at the School of Computing, Faculty of Engineering and Physical Sciences, University of Leeds, UK. I am also a visiting research scientist with the Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC), Beijing, China. I was a research scientist at Edgetic Ltd., a UK-based startup high-tech company that employs distributed scheduling, machine learning, hardware-software modeling, etc. to reshape the future of data center efficiency. I have been (co-)leading several China/UK national and international projects in terms of distributed resource management and scheduling, massive-scale data analysis for intelligent decision making, and deep learning systems. We build large-scale resource management infrastructures and system profiling framework to support those functionalities. I has published more than 50 peer-reviewed papers, in the field of distributed systems, cloud computing, data centric engineering, and applied deep learning techniques. They appear in top journals and conference proceedings such as IEEE TPDS, TC, TKDE, TNNLS, TOIS, VLDB, SC, ICDCS, DSN, SECON, CCGRID, SoCC, etc. I am a recipient of the Best Paper Award in IEEE ISADS 2013 for energy-efficient computing and Alan Turing Institute Post-Doctoral Enrichment Award 2022 for resilient deep reinforcement learning, and the Grand Class of Scientific and Technological Progress Award of Chinese Institute of Electronics of year 2017 (the only grand class award since the award is established) for the key contribution to the reliable resource management at massive scale and its industrial and societal impact.
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CoRR (2024)
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IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERINGno. 1 (2024): 261-274
ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATAno. 5 (2023): 1-23
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERINGno. 12 (2023): 12109-12124
PROCEEDINGS OF THE 46TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL, SIGIR 2023pp.1660-1669, (2023)
IEEE TRANSACTIONS ON SERVICES COMPUTINGno. 6 (2023): 4302-4316
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