| Pollux: Co-adaptive cluster scheduling for goodput-optimized deep learning A Qiao, SK Choe, SJ Subramanya, W Neiswanger, Q Ho, H Zhang, ... 15th {USENIX} Symposium on Operating Systems Design and Implementation …, 2021 | 128 | 2021 |
| Rand-nsg: Fast accurate billion-point nearest neighbor search on a single node SJ Subramanya, D Lnu, HV Simhadri, R Krishnawamy | 121 | 2019 |
| Results of the NeurIPS’21 challenge on billion-scale approximate nearest neighbor search HV Simhadri, G Williams, M Aumüller, M Douze, A Babenko, D Baranchuk, ... NeurIPS 2021 Competitions and Demonstrations Track, 177-189, 2022 | 37 | 2022 |
| Freshdiskann: A fast and accurate graph-based ann index for streaming similarity search A Singh, SJ Subramanya, R Krishnaswamy, HV Simhadri arXiv preprint arXiv:2105.09613, 2021 | 27 | 2021 |
| {PACEMAKER}: Avoiding {HeART} attacks in storage clusters with disk-adaptive redundancy S Kadekodi, F Maturana, SJ Subramanya, J Yang, KV Rashmi, ... 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2020 | 21 | 2020 |
| Diskann: Fast accurate billion-point nearest neighbor search on a single node S Jayaram Subramanya, F Devvrit, HV Simhadri, R Krishnawamy, ... Advances in Neural Information Processing Systems 32, 2019 | 21 | 2019 |
| {BLAS-on-flash}: An Efficient Alternative for Large Scale {ML} Training and Inference? SJ Subramanya, HV Simhadri, S Garg, A Kag, V Balasubramanian 16th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2019 | 12 | 2019 |
| Sia: Heterogeneity-aware, goodput-optimized ML-cluster scheduling S Jayaram Subramanya, D Arfeen, S Lin, A Qiao, Z Jia, GR Ganger Proceedings of the 29th Symposium on Operating Systems Principles, 642-657, 2023 | 9 | 2023 |
| Exploration for multi-task reinforcement learning with deep generative models SP Bangaru, JS Suhas, B Ravindran arXiv preprint arXiv:1611.09894, 2016 | 6 | 2016 |
| Building a graph index and searching a corresponding dataset HV Simhadri, R Krishnaswamy, SJ SUBRAMANYA US Patent App. 18/178,343, 2023 | | 2023 |
| Building a graph index and searching a corresponding dataset HV Simhadri, R Krishnaswamy, SJ SUBRAMANYA US Patent 11,599,578, 2023 | | 2023 |
| Results of the NeurIPS'21 Challenge on Billion-Scale Approximate Nearest Neighbor Search H Vardhan Simhadri, G Williams, M Aumüller, M Douze, A Babenko, ... arXiv e-prints, arXiv: 2205.03763, 2022 | | 2022 |
| Exploration for Multi-task Reinforcement Learning with Deep Generative Models S Praveen Bangaru, JS Suhas, B Ravindran arXiv e-prints, arXiv: 1611.09894, 2016 | | 2016 |
| BLAS-on-flash: An Alternative for Large Scale ML Training and Inference? SJ Subramanya, HV Simhadri, S Garg, A Kag, B Venkatesh | | |
| BLAS-on-flash: an alternative for training large ML models? SJ Subramanya, S Garg, HV Simhadri | | |
Harsha Vardhan SimhadriMicrosoft ResearchVerified email at microsoft.com
