| FAWN: A Fast Array of Wimpy Nodes DG Andersen, J Franklin, M Kaminsky, A Phanishayee, L Tan, ... SOSP 2009: Proceedings of the ACM SIGOPS 22nd Symposium on Operating Systems …, 2009 | 753 | 2009 |
| Safe and effective fine-grained TCP retransmissions for datacenter communication V Vasudevan, A Phanishayee, H Shah, E Krevat, DG Andersen, ... SIGCOMM 2009: 39 (4), 303-314, 2009 | 554 | 2009 |
| Measurement and Analysis of TCP Throughput Collapse in Cluster-based Storage Systems. A Phanishayee, E Krevat, V Vasudevan, DG Andersen, GR Ganger, ... FAST 2008: 6th USENIX Conference on File and Storage Technologies 8, 1-14, 2008 | 352 | 2008 |
| PipeDream: generalized pipeline parallelism for DNN training D Narayanan, A Harlap, A Phanishayee, V Seshadri, NR Devanur, ... SOSP 2019: Proceedings of the 27th ACM Symposium on Operating Systems …, 2019 | 307 | 2019 |
| ProjecToR: Agile Reconfigurable Data Center Interconnect M Ghobadi, R Mahajan, A Phanishayee, N Devanur, J Kulkarni, ... SIGCOMM 2016, 216-229, 2016 | 267 | 2016 |
| The non-IID data quagmire of decentralized machine learning K Hsieh, A Phanishayee, O Mutlu, PB Gibbons ICML 2020: International Conference on Machine Learning (arXiv preprint …, 2019 | 220 | 2019 |
| Analysis of Large-Scale Multi-Tenant GPU Clusters for DNN Training Workloads M Jeon, S Venkataraman, A Phanishayee, J Qian, W Xiao, F Yang USENIX ATC 2019 (arXiv preprint arXiv:1901.05758), 2019 | 209* | 2019 |
| PipeDream: Fast and efficient pipeline parallel DNN training A Harlap, D Narayanan, A Phanishayee, V Seshadri, N Devanur, ... arXiv preprint arXiv:1806.03377, 2018 | 150 | 2018 |
| TBD: Benchmarking and Analyzing Deep Neural Network Training H Zhu, M Akrout, B Zheng, A Pelegris, A Phanishayee, B Schroeder, ... IISWC 2018 - International Symposium on Workload Characterization - arXiv …, 2018 | 149 | 2018 |
| Gist: Efficient Data Encoding for Deep Neural Network Training A Jain, A Phanishayee, J Mars, L Tang, G Pekhimenko ISCA 2018: Proceedings of The 45th International Symposium on Computer …, 2018 | 122 | 2018 |
| Atomic In-place Updates for Non-volatile Main Memories with Kamino-Tx A Memaripour, A Badam, A Phanishayee, Y Zhou, R Alagappan, ... EuroSys 2017: Twelfth European Conference on Computer Systems, 499-512, 2017 | 104 | 2017 |
| Themis: Fair and Efficient GPU Cluster Scheduling K Mahajan, A Balasubramanian, A Singhvi, S Venkataraman, A Akella, ... NSDI 2020: 17th USENIX Symposium on Networked Systems Design and …, 2020 | 94 | 2020 |
| On application-level approaches to avoiding TCP throughput collapse in cluster-based storage systems E Krevat, V Vasudevan, A Phanishayee, DG Andersen, GR Ganger, ... Proceedings of the 2nd international workshop on Petascale data storage …, 2007 | 94 | 2007 |
| Parameter hub: a rack-scale parameter server for distributed deep neural network training L Luo, J Nelson, L Ceze, A Phanishayee, A Krishnamurthy SOCC 2018: Proceedings of the ACM Symposium on Cloud Computing, 41-54, 2018 | 88 | 2018 |
| Ditto: a system for opportunistic caching in multi-hop wireless networks FR Dogar, A Phanishayee, H Pucha, O Ruwase, DG Andersen Mobicom 2008: Proceedings of the 14th ACM international conference on Mobile …, 2008 | 75 | 2008 |
| Heterogeneity-Aware Cluster Scheduling Policies for Deep Learning Workloads D Narayanan, K Santhanam, F Kazhamiaka, A Phanishayee, M Zaharia OSDI 2020: 14th USENIX Symposium on Operating Systems Design and …, 2020 | 71 | 2020 |
| Bolt: Data management for connected homes T Gupta, RP Singh, A Phanishayee, J Jung, R Mahajan NSDI 2014: Proceedings of the 11th USENIX Symposium on Networked Systems …, 2014 | 65 | 2014 |
| FAWN: A fast array of wimpy nodes DG Andersen, J Franklin, M Kaminsky, A Phanishayee, L Tan, ... Communications of the ACM 54 (7), 101-109, 2011 | 57 | 2011 |
| Ricochet: Lateral Error Correction for Time-Critical Multicast. M Balakrishnan, KP Birman, A Phanishayee, S Pleisch NSDI 2007: Proceedings of the 4th USENIX Symposium on Networked Systems …, 2007 | 56 | 2007 |
| Blink: Fast and generic collectives for distributed ML G Wang, S Venkataraman, A Phanishayee, J Thelin, N Devanur, I Stoica MLSys 2020: Third Conference on Machine Learning and Systems (arXiv preprint …, 2019 | 52 | 2019 |
David G. AndersenProfessor of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
