Looking Beyond GPUs for DNN Scheduling on Multi-Tenant Clusters
Jayashree Mohan, Amar Phanishayee, Janardhan (Jana) Kulkarni, Vijay Chidambaram
USENIX Symposium on Operating Systems Design and Implementation (OSDI 2022) | July 2022
July 11, 2022 –
July 13, 2022
Microsoft at OSDI 2022
Pacific Daylight Time (UTC – 7)
Location: Carlsbad, California
Publications
Publications
Publications by Year
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RESIN: A Holistic Service for Dealing with Memory Leaks in Production Cloud Infrastructure
Chang Lou, Cong Chen, Peng Huang, Yingnong Dang, Si Qin, Xinsheng Yang, Xukun Li, Qingwei Lin 林庆维, Murali Chintalapati
OSDI 2022 | July 2022
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
OSDI 2022 | July 2022
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
The 16th USENIX Symposium on Operating Systems Design and Implementation (OSDI’22) | July 2022
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
OSDI 2022 | July 2022
Cancellation in Systems: An Empirical Study of Task Cancellation Patterns and Failures
Utsav Sethi, Haochen Pan, Shan Lu, Suman Nath, Madan Musuvathi
OSDI | June 2022
Publications by Research Area
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RESIN: A Holistic Service for Dealing with Memory Leaks in Production Cloud Infrastructure
Chang Lou, Cong Chen, Peng Huang, Yingnong Dang, Si Qin, Xinsheng Yang, Xukun Li, Qingwei Lin 林庆维, Murali Chintalapati
OSDI 2022 | July 2022
Looking Beyond GPUs for DNN Scheduling on Multi-Tenant Clusters
Jayashree Mohan, Amar Phanishayee, Janardhan (Jana) Kulkarni, Vijay Chidambaram
USENIX Symposium on Operating Systems Design and Implementation (OSDI 2022) | July 2022
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
OSDI 2022 | July 2022
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
OSDI 2022 | July 2022
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
The 16th USENIX Symposium on Operating Systems Design and Implementation (OSDI’22) | July 2022
Cancellation in Systems: An Empirical Study of Task Cancellation Patterns and Failures
Utsav Sethi, Haochen Pan, Shan Lu, Suman Nath, Madan Musuvathi
OSDI | June 2022
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RESIN: A Holistic Service for Dealing with Memory Leaks in Production Cloud Infrastructure
Chang Lou, Cong Chen, Peng Huang, Yingnong Dang, Si Qin, Xinsheng Yang, Xukun Li, Qingwei Lin 林庆维, Murali Chintalapati
OSDI 2022 | July 2022
-
RESIN: A Holistic Service for Dealing with Memory Leaks in Production Cloud Infrastructure
Chang Lou, Cong Chen, Peng Huang, Yingnong Dang, Si Qin, Xinsheng Yang, Xukun Li, Qingwei Lin 林庆维, Murali Chintalapati
OSDI 2022 | July 2022
Looking Beyond GPUs for DNN Scheduling on Multi-Tenant Clusters
Jayashree Mohan, Amar Phanishayee, Janardhan (Jana) Kulkarni, Vijay Chidambaram
USENIX Symposium on Operating Systems Design and Implementation (OSDI 2022) | July 2022
-
RESIN: A Holistic Service for Dealing with Memory Leaks in Production Cloud Infrastructure
Chang Lou, Cong Chen, Peng Huang, Yingnong Dang, Si Qin, Xinsheng Yang, Xukun Li, Qingwei Lin 林庆维, Murali Chintalapati
OSDI 2022 | July 2022
-
RESIN: A Holistic Service for Dealing with Memory Leaks in Production Cloud Infrastructure
Chang Lou, Cong Chen, Peng Huang, Yingnong Dang, Si Qin, Xinsheng Yang, Xukun Li, Qingwei Lin 林庆维, Murali Chintalapati
OSDI 2022 | July 2022
Publications by Type
-
RESIN: A Holistic Service for Dealing with Memory Leaks in Production Cloud Infrastructure
Chang Lou, Cong Chen, Peng Huang, Yingnong Dang, Si Qin, Xinsheng Yang, Xukun Li, Qingwei Lin 林庆维, Murali Chintalapati
OSDI 2022 | July 2022
Looking Beyond GPUs for DNN Scheduling on Multi-Tenant Clusters
Jayashree Mohan, Amar Phanishayee, Janardhan (Jana) Kulkarni, Vijay Chidambaram
USENIX Symposium on Operating Systems Design and Implementation (OSDI 2022) | July 2022
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
OSDI 2022 | July 2022
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
OSDI 2022 | July 2022
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
The 16th USENIX Symposium on Operating Systems Design and Implementation (OSDI’22) | July 2022
Cancellation in Systems: An Empirical Study of Task Cancellation Patterns and Failures
Utsav Sethi, Haochen Pan, Shan Lu, Suman Nath, Madan Musuvathi
OSDI | June 2022