Biblio

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2022
Mohan J, Phanishayee A, Kulkarni J, Chidambaram V.  2022.  Looking Beyond GPUs for DNN Scheduling on Multi-Tenant Clusters. 16th USENIX Symposium on Operating Systems Design and Implementation (OSDI 22). :579--596.
2021
Mohan J, Phanishayee A, Chidambaram V.  2021.  CheckFreq: Frequent, Fine-Grained DNN Checkpointing. 19th USENIX Conference on File and Storage Technologies (FAST 21). :203--216.
2020
Zhu H, Phanishayee A, Pekhimenko G.  2020.  Daydream: Accurately Estimating the Efficacy of Optimizations for DNN Training. 2020 USENIX Annual Technical Conference (USENIX ATC 20). :337--352.
Narayanan D, Santhanam K, Kazhamiaka F, Phanishayee A, Zaharia M.  2020.  Heterogeneity-Aware Cluster Scheduling Policies for Deep Learning Workloads. 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI 20). :481--498.
Mahajan K, Balasubramanian A, Singhvi A, Venkataraman S, Akella A, Phanishayee A, Chawla S.  2020.  Themis: Fair and Efficient GPU Cluster Scheduling . 17th USENIX Symposium on Networked Systems Design and Implementation (NSDI 20). :289--304.
2019
Jeon M, Venkataraman S, Phanishayee A, Qian J, Xiao W, Yang F.  2019.  Analysis of Large-Scale Multi-Tenant GPU Clusters for DNN Training Workloads. 2019 USENIX Annual Technical Conference (USENIX ATC 19). :947--960.
Kakaraparthy A, Venkatesh A, Phanishayee A, Venkataraman S.  2019.  The Case for Unifying Data Loading in Machine Learning Clusters. 11th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud 19).
2017
Zhuo D, Ghobadi M, Mahajan R, Phanishayee A, Zou XKelvin, Guan H, Krishnamurthy A, Anderson T.  2017.  RAIL: A Case for Redundant Arrays of Inexpensive Links in Data Center Networks. 14th USENIX Symposium on Networked Systems Design and Implementation (NSDI 17). :561--576.
2016
Shen C, Singh RPreet, Phanishayee A, Kansal A, Mahajan R.  2016.  Beam: Ending Monolithic Applications for Connected Devices. 2016 USENIX Annual Technical Conference (USENIX ATC 16). :143--157.
2015
Singh RPreet, Shen C, Phanishayee A, Kansal A, Mahajan R.  2015.  A Case for Ending Monolithic Apps for Connected Devices. 15th Workshop on Hot Topics in Operating Systems (HotOS XV).
2014
Gupta T, Singh RPreet, Phanishayee A, Jung J, Mahajan R.  2014.  Bolt: Data Management for Connected Homes. 11th USENIX Symposium on Networked Systems Design and Implementation (NSDI 14). :243--256.
2009
Vasudevan V, Franklin J, Andersen D, Phanishayee A, Tan L, Kaminsky M, Moraru I.  2009.  FAWNdamentally Power-efficient Clusters. 12th Workshop on Hot Topics in Operating Systems (HotOS XII).
2008
Phanishayee A, Krevat E, Vasudevan V, Andersen DG, Gibson GA, Seshan S.  2008.  Measurement and Analysis of TCP Throughput Collapse in Cluster-based Storage Systems. 6th USENIX Conference on File and Storage Technologies (FAST 08).
2007
Balakrishnan M, Birman K, Phanishayee A, Pleisch S.  2007.  Ricochet: Lateral Error Correction for Time-Critical Multicast . 4th USENIX Symposium on Networked Systems Design & Implementation (NSDI 07).