Archit Patke

According to our database, Archit Patke authored at least 12 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

One Queue Is All You Need: Resolving Head-of-Line Blocking in Large Language Model Serving.

Archit Patke, Dhemath Reddy, Saurabh Jha, Haoran Qiu, Christian Pinto, Shengkun Cui, Chandra Narayanaswami, Zbigniew Kalbarczyk, Ravishankar K. Iyer

CoRR, 2024

Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction.

Haoran Qiu, Weichao Mao, Archit Patke, Shengkun Cui, Saurabh Jha, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer

CoRR, 2024

Power-aware Deep Learning Model Serving with μ-Serve.

Haoran Qiu, Weichao Mao, Archit Patke, Shengkun Cui, Saurabh Jha, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Tamer Basar, Ravishankar K. Iyer

Proceedings of the 2024 USENIX Annual Technical Conference, 2024

FLASH: Fast Model Adaptation in ML-Centric Cloud Platforms.

Haoran Qiu, Weichao Mao, Archit Patke, Shengkun Cui, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Tamer Basar, Ravi K. Iyer

Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

2022

Evaluating Hardware Memory Disaggregation under Delay and Contention.

Archit Patke, Haoran Qiu, Saurabh Jha, Srikumar Venugopal, Michele Gazzetti, Christian Pinto, Zbigniew Kalbarczyk, Ravishankar K. Iyer

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

Reinforcement learning for resource management in multi-tenant serverless platforms.

Haoran Qiu, Weichao Mao, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer

Proceedings of the EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine Learning and Systems, Rennes, France, April 5, 2022

SIMPPO: a scalable and incremental online learning framework for serverless resource management.

Haoran Qiu, Weichao Mao, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer

Proceedings of the 13th Symposium on Cloud Computing, SoCC 2022, 2022

2021

Is Function-as-a-Service a Good Fit for Latency-Critical Services?

Haoran Qiu, Saurabh Jha, Subho S. Banerjee, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer

Proceedings of the WoSC '21: Proceedings of the Seventh International Workshop on Serverless Computing (WoSC7) 2021, 2021

Delay sensitivity-driven congestion mitigation for HPC systems.

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

Proceedings of the ICS '21: 2021 International Conference on Supercomputing, 2021

2020

Application-aware Congestion Mitigation forHigh-Performance Computing Systems.

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

CoRR, 2020

Measuring Congestion in High-Performance Datacenter Interconnects.

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

Proceedings of the 17th USENIX Symposium on Networked Systems Design and Implementation, 2020

2019

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

Saurabh Jha, Archit Patke, Jim M. Brandt, Ann C. Gentile, Mike Showerman, Eric Roman, Zbigniew T. Kalbarczyk, Bill Kramer, Ravishankar K. Iyer

Proceedings of the 2019 IEEE Symposium on High-Performance Interconnects, 2019