Archit Patke

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Service Requirements

Online Learning

Network Congestion

Top Venues

WOSC@Middleware

IPDPS Workshops

Publications

Haoran Qiu, Weichao Mao, Archit Patke, Shengkun Cui, Saurabh Jha, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer
Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction. CoRR (2024)
Haoran Qiu, Weichao Mao, Archit Patke, Shengkun Cui, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Tamer Basar, Ravi K. Iyer
FLASH: Fast Model Adaptation in ML-Centric Cloud Platforms. MLSys (2024)
Archit Patke, Dhemath Reddy, Saurabh Jha, Haoran Qiu, Christian Pinto, Shengkun Cui, Chandra Narayanaswami, Zbigniew Kalbarczyk, Ravishankar K. Iyer
One Queue Is All You Need: Resolving Head-of-Line Blocking in Large Language Model Serving. CoRR (2024)
Haoran Qiu, Weichao Mao, Archit Patke, Shengkun Cui, Saurabh Jha, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Tamer Basar, Ravishankar K. Iyer
Power-aware Deep Learning Model Serving with μ-Serve. USENIX ATC (2024)
Haoran Qiu, Weichao Mao, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer
Reinforcement learning for resource management in multi-tenant serverless platforms. EuroMLSys@EuroSys (2022)
Archit Patke, Haoran Qiu, Saurabh Jha, Srikumar Venugopal, Michele Gazzetti, Christian Pinto, Zbigniew Kalbarczyk, Ravishankar K. Iyer
Evaluating Hardware Memory Disaggregation under Delay and Contention. IPDPS Workshops (2022)
Haoran Qiu, Weichao Mao, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer
SIMPPO: a scalable and incremental online learning framework for serverless resource management. SoCC (2022)
Haoran Qiu, Saurabh Jha, Subho S. Banerjee, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer
Is Function-as-a-Service a Good Fit for Latency-Critical Services? WOSC@Middleware (2021)
Archit Patke, Saurabh Jha, Haoran Qiu, Jim M. Brandt, Ann C. Gentile, Joe Greenseid, Zbigniew Kalbarczyk, Ravishankar K. Iyer
Delay sensitivity-driven congestion mitigation for HPC systems. ICS (2021)
Saurabh Jha, Archit Patke, Jim M. Brandt, Ann C. Gentile, Benjamin Lim, Mike Showerman, Greg Bauer, Larry Kaplan, Zbigniew Kalbarczyk, William Kramer, Ravi K. Iyer
Measuring Congestion in High-Performance Datacenter Interconnects. NSDI (2020)
Archit Patke, Saurabh Jha, Haoran Qiu, Jim M. Brandt, Ann C. Gentile, Joe Greenseid, Zbigniew Kalbarczyk, Ravishankar K. Iyer
Application-aware Congestion Mitigation forHigh-Performance Computing Systems. CoRR (2020)
Saurabh Jha, Archit Patke, Jim M. Brandt, Ann C. Gentile, Mike Showerman, Eric Roman, Zbigniew T. Kalbarczyk, William T. Kramer, Ravishankar K. Iyer
A Study of Network Congestion in Two Supercomputing High-Speed Interconnects. CoRR (2019)
Saurabh Jha, Archit Patke, Jim M. Brandt, Ann C. Gentile, Mike Showerman, Eric Roman, Zbigniew T. Kalbarczyk, Bill Kramer, Ravishankar K. Iyer
A Study of Network Congestion in Two Supercomputing High-Speed Interconnects. Hot Interconnects (2019)