Networking | Research

Networking

Associated Publications

2023

Implementing Reinforcement Learning Datacenter Congestion Control in NVIDIA NICs

Benjamin Fuhrer, Yuval Shpigelman, Chen Tessler, Shie Mannor, Gal Chechik, Eitan Zahavy, Gal Dalal

2022

QuadStream: A Quad-Based Scene Streaming Architecture for Novel Viewpoint Reconstruction

Jozef Hladky, Michael Stengel, Nicholas Vining, Bernhard Kerbl, Hans-Peter Seidel, Markus Steinberger

ACM Transactions on Graphics (Proc. SIGGRAPH Asia 2022)

Reinforcement Learning for Datacenter Congestion Control

Chen Tessler, Yuval Shpigelman, Gal Dalal, Amit Mendelbaum, Doron Kazakov, Benjamin Fuhrer, Gal Chechik, Shie Mannor

IAAI 2022

2021

GPS: A Global Publish-Subscribe Model for Multi-GPU Memory Management

Harini Muthukrishnan, Daniel Lustig, David Nellans, Thomas Wenisch

International Symposium on Microarchitecture (MICRO)

Best Paper nominee, IEEE Micro Top Picks in Computer Architecture (Honorable Mention)

SiP-ML: high-bandwidth optical network interconnects for machine learning training

Mehrdad Khani, Manya Ghobadi, Mohammad Alizadeh, Ziyi Zhu, Madeleine Glick, Keren Bergman, Amin Vahdat, Benjamin Klenk, Eiman Ebrahimi

SIGCOMM '21: Proceedings of the 2021 ACM SIGCOMM 2021 Conference

Efficient Multi-GPU Shared Memory via Automatic Optimization of Fine-Grained Transfers

Harini Muthukrishnan, David Nellans, Daniel Lustig, Jeffrey Fessler, Thomas Wenisch

International Symposium on Computer Architecture (ISCA)

2020

An In-Network Architecture for Accelerating Shared-Memory Multiprocessor Collectives

Benjamin Klenk, Ted Jiang, Greg Thorson, Larry Dennison

International Symposium on Computer Architecture (ISCA)

2018

Light-Weight Protocols for Wire-Speed Ordering

Hans Eberle, Larry Dennison

Proceedings of the 30th International Conference for High Performance Computing…

Exploiting Idle Resources in a High-Radix Switch for Supplemental Storage

Matthias Blumrich, Ted Jiang, Larry Dennison

Proceedings of the International Conference for High Performance Computing, Net…

2017

Relaxations for High-Performance Message Passing on Massively Parallel SIMT Processors

Benjamin Klenk, Holger Fröning, Hans Eberle, Larry Dennison

32nd IEEE International Parallel and Distributed Processing

Best Paper Award

2015

Network Endpoint Congestion Control for Fine-Grained Communication

Ted Jiang, Larry Dennison, William Dally

MemcachedGPU: Scaling-up Scale-out Key-value Stores

Tayler Hetherington, Mike O'Connor, Tor Aamodt

Sixth ACM Symposium on Cloud Computing (SoCC '15)

Researchers

Harini Muthukrishnan