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SUMMARY:Experiences with Learned Systems: The Good\, The Bad\, and The Ugl
 y
DTSTART:20230601T100000
DTEND:20230601T110000
DTSTAMP:20260509T081301Z
UID:18cd22de25def250b3a261a7d8fab46db9040dd5d106d67d64f6b584
CATEGORIES:Conferences - Seminars
DESCRIPTION:Prof. Haibo Chen\nDistinguished Professor at School of Softwa
 re\, Shanghai Jiao Tong University\nDirector of Institute of Parallel and
  Distributed Systems\nDirector of Domain-specific Operating System Cente
 r of Ministry of Education\, China\nProf. Haibo Chen\nDistinguished Profe
 ssor at School of Software\, Shanghai Jiao Tong University\nDirector of I
 nstitute of Parallel and Distributed Systems\nDirector of Domain-specific
  Operating System Center of Ministry of Education\, China\n\nAbstract\nM
 any problems in systems software can be transformed into those using machi
 ne learning. In this talk\, I will share our past experiences of defining 
 and optimizing optimization problems in systems software using machine lea
 rning\, resulting in a set of learned systems ranging from operating syste
 ms\, databases\, Web systems and distributed systems. Based on these\, I w
 ill further describe the learned lessons in applying machine learnings for
  systems\, and discuss possible challenges and opportunities in fostering 
 better synergy between systems and machine learning.\n\nBiography\nHaibo C
 hen is a Distinguished Professor of Shanghai Jiao Tong University\, where 
 he directs the Institute for Parallel and Distributed Systems (IPADS). His
  main research areas are operating systems and distributed systems. He rec
 eived Best Paper Awards from ASPLOS\, EuroSys and VEE\, Test of Time Award
  from DSN\, Best Paper Honorable Mention and Research Highlight Award from
  SIGMOD\, Honorable Mention of The Dennis M. Ritchie Thesis Award (Advisor
 ) from SIGOPS. He currently serves on the editorial board member and co-ch
 air of Special Sections of Communications of the ACM\, Program Committee o
 f SOSP/OSDI\, and the inaugural technical steering committee chair of Open
 Harmony\, an open-source operating system deployed on hundreds of millions
  of devices. He is an IEEE Fellow and an ACM Distinguished Member. \n\n 
LOCATION:BC 420 https://plan.epfl.ch/?room==BC%20420
STATUS:CONFIRMED
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