Tackling Arbitrarily Heterogeneous Data in Asynchronous Stochastic Gradient Descent Without Worker Scheduling

• Xiaolu Wang

  Corresponding Author

  Xiaolu Wang

  [email protected]

  https://orcid.org/0000-0002-5267-3464

  Ministry of Education (MOE) Engineering Research Center of Software/Hardware Co-Design and Application, East China Normal University, Shanghai 200062, China

  Search for more papers by this author

  ,
• Yuchang Sun

  Yuchang Sun

  [email protected]

  Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China

  Search for more papers by this author

  ,
• Hoi-To Wai

  Hoi-To Wai

  [email protected]

  Department of Systems Engineering and Engineering Management, The Chinese University of Hong Kong, Hong Kong SAR, China

  Search for more papers by this author

  ,
• Jun Zhang

  Jun Zhang

  [email protected]

  Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China

  Search for more papers by this author