Microsoft at OSDI 2022

Cancellation in Systems: An Empirical Study of Task Cancellation Patterns and Failures

Utsav Sethi, Haochen Pan, Shan Lu, Suman Nath, Madan Musuvathi

SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute

Ningxin Zheng, Bin Lin, Quanlu Zhang, Lingxiao Ma, Yuqing Yang, Fan Yang, Yang Wang, Mao Yang, Lidong Zhou

Roller: Fast and Efficient Tensor Compilation for Deep Learning

Hongyu Zhu , Ruofan Wu , Yijia Diao , Shanbin Ke , Haoyu Li , Chen Zhang , Jilong Xue, Lingxiao Ma, Yuqing Xia, Wei Cui, Fan Yang, Mao Yang, Lidong Zhou, Asaf Cidon , Gennady Pekhimenko

ORION and the Three Rights: Sizing, Bundling, and Prewarming for Serverless DAGs

Ashraf Mahgoub, Edgardo Barsallo Yi, Karthick Shankar, Sameh Elnikety, Somali Chaterji, Saurabh Bagchi

Looking Beyond GPUs for DNN Scheduling on Multi-Tenant Clusters

Jayashree Mohan, Amar Phanishayee, Janardhan (Jana) Kulkarni, Vijay Chidambaram