I am a PhD student in Electrical and Computer Engineering at UIUC advised by Ravishankar K. Iyer in the DEPEND research group. My research interests are using ML-based methods for developing workload-optimized systems and networks. I am interested in applications in high-performance computing, serverless computing, and memory disaggregation. My work is supported by IBM Research and Sandia National Labs.

Previously, I have interned at the IBM T.J. Watson Research Center.

Publications

• Delay Sensitivity-driven Congestion Mitigation for HPC Systems.

  Archit Patke, Saurabh Jha, Haoran Qiu, Jim Brandt, Ann Gentile, Joe Greenseid, Zbigniew Kalbarczyk, and Ravishankar Iyer.

  ICS 2021.

  •  Paper

• Measuring Congestion in High-Performance Datacenter Interconnects.

  Saurabh Jha, Archit Patke, Jim Brandt, Ann Gentile, Benjmain Lim, Mike Showerman, Greg Bauer, Larry Kaplan, Zbigniew Kalbarczyk, William Kramer and Ravishankar Iyer.

  NSDI 2020.

  •  DOI
  •  Data
  •  Code
  •  Talk
  •  Paper

• A Study of Network Congestion in Two Supercomputing High-Speed Interconnects.

  Saurabh Jha, Archit Patke, Jim Brandt, Ann Gentile, Mike Showerman, Eric Roman, Zbigniew Kalbarczyk, William Kramer and Ravishankar Iyer.

  Hot Interconnects 2019.

  •  DOI
  •  Paper

Short Papers

• Modeling Communication Latency in High-speed Interconnection Networks.

  Archit Patke, Saurabh Jha, Jim Brandt, Ann Gentile, Zbigniew Kalbarczyk, and Ravishankar Iyer.

  NSDI 2020.

  •  Paper
  •  Poster