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Systems & networking

Researching next-generation systems and networks that power reliable, scalable, and efficient computing.

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Published Date

Publication

Efficient Large-Scale Language Model Training on GPU Clusters Using Megatron-LM

Deepak Narayanan, Mohammad Shoeybi, Jared Casper, Patrick LeGresley, Mostofa Patwary, Vijay Anand Korthikanti, Dmitri Vainbrand, Prethvi Kashinkunti, Julie Bernauer, Bryan Catanzaro, Amar Phanishayee, Matei Zaharia

International Conference for High Performance Computing, Networking, Storage and Analysis (SC 2021) | November 2021

Best Student Paper

Project

Publication

Interpretable Feedback for AutoML and a Proposal forDomain-customized AutoML for Networking

Behnaz Arzani, Kevin Hsieh, Haoxian Chen

HotNets 2021 | November 2021

Publication

Synthesizing Collective Communication Algorithms for Heterogeneous Networks with TACCL

Aashaka Shah, Vijay Chidambaram, Meghan Cowan, Saeed Maleki, Madan Musuvathi, Todd Mytkowicz, Jacob Nelson, Olli Saarikivi, Rachee Singh

November 2021

arXiv preprint | November 2021

Publication

LWMPI: An MPI library for NoC‐based lightweight manycore processors with on‐chip memory constraints

João Fellipe Uller, João Vicente Souto, Pedro Henrique Penna, M. Castro, H. Freitas, Jean-François Méhaut, Pedro Henrique Penna

Concurrency and Computation: Practice and Experience | November 2021, Vol 35: pp. 32-48

Publication

How Complex is DNS?

Siva Kesava Reddy Kakarla, Ryan Beckett, Todd Millstein, George Varghese

HotNets 2021 | November 2021

Publication

Towards a Cost vs. Quality Sweet Spot for Monitoring Networks

Nofel Yaseen, Behnaz Arzani, Krishna Chintalapudi, Vaishnavi Ranganathan, Felipe Vieira Frujeri, Kevin Hsieh, Daniel S. Berger, Vincent Liu, Srikanth Kandula

HotNets 2021 | November 2021

Publication

GLOW: Global Weighted Self-Attention Network for Web Search

Xuan Shan, Chuanjie Liu, Yiqian Xia, Qi Chen, Yusi Zhang, Kaize Ding, Yaobo Liang, Angen Luo, Yuxiang Luo

2021 INTERNATIONAL CONFERENCE ON BIG DATA | November 2021

Publication

SPANN: Highly-efficient Billion-scale Approximate Nearest Neighbor Search

Qi Chen, Bing Zhao, Haidong Wang, Mingqin Li, Chuanjie Liu, Zengzhong Li, Mao Yang, Jingdong Wang, Mao Yang, Jingdong Wang

NeurIPS 2021 | November 2021

Spotlight presentation, Microsoft News: https://news.microsoft.com/source/features/innovation/bing-vector-search/

Publication

Faa$T: A Transparent Auto-Scaling Cache for Serverless Applications

Francisco Romero, Gohar Irfan Chaudhry, Íñigo Goiri, Pragna Gopa, Paul Batum, Neeraja J. Yadwadkar, Rodrigo Fonseca, Christos Kozyrakis, Ricardo Bianchini

Proceedings of the Symposium on Cloud Computing (SoCC) | November 2021

Project Project

Publication

Provisioning Differentiated Last-Level Cache Allocations to VMs in Public Clouds

Mohammad Shahrad, Sameh Elnikety, Ricardo Bianchini

Proceedings of the Symposium on Cloud Computing (SoCC) | November 2021

Project

Systems & networking

Highlights