ML for Computer Architecture and Systems

Accepted Papers

• Towards GPU-driven Code Execution for Distributed Deep Learning (Best Paper Nominee)

  • Changho Hwang, KyoungSoo Park, Ran Shu, Xinyuan Qu, Peng Cheng, Yongqiang Xiong

• Autophase V2: Towards Function Level Phase Ordering Optimization (Best Paper Nominee)

  • Mohammed Almakki, Ayman Izzeldin, Qijing Huang, Ameer Haj Ali, Chris Cummins

• Exploring Efficient ML-based Scheduler for Microservices in Heterogenous Clusters

  • Rohan Mahapatra, Byung Hoon Ahn, Shu-Ting Wang, Hanyang Xu, Hadi Esmaeilzadeh

• DiffTune Revisited

  • Andreas Abel

• Unveiling Source of Performance Variance on Searching-based Compiler Optimization

  • Pranati Modumudi, Xiyou Zhou, Sunghyun Park