| Gandiva: Introspective cluster scheduling for deep learning W Xiao, R Bhardwaj, R Ramjee, M Sivathanu, N Kwatra, Z Han, P Patel, ... 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2018 | 557 | 2018 |
| {Semantically-Smart} Disk Systems M Sivathanu, V Prabhakaran, FI Popovici, TE Denehy, ... 2nd USENIX Conference on File and Storage Technologies (FAST 03), 2003 | 278 | 2003 |
| Improving storage system availability with D-GRAID M Sivathanu, V Prabhakaran, AC Arpaci-Dusseau, RH Arpaci-Dusseau ACM Transactions on Storage (TOS) 1 (2), 133-170, 2005 | 159 | 2005 |
| Balancing efficiency and fairness in heterogeneous GPU clusters for deep learning S Chaudhary, R Ramjee, M Sivathanu, N Kwatra, S Viswanatha Proceedings of the Fifteenth European Conference on Computer Systems, 1-16, 2020 | 146 | 2020 |
| Varuna: scalable, low-cost training of massive deep learning models S Athlur, N Saran, M Sivathanu, R Ramjee, N Kwatra Proceedings of the Seventeenth European Conference on Computer Systems, 472-487, 2022 | 98 | 2022 |
| Life or Death at Block-Level. M Sivathanu, LN Bairavasundaram, AC Arpaci-Dusseau, ... OSDI 4, 26-26, 2004 | 94 | 2004 |
| X-ray: A non-invasive exclusive caching mechanism for raids LN Bairavasundaram, M Sivathanu, AC Arpaci-Dusseau, ... ACM SIGARCH Computer Architecture News 32 (2), 176, 2004 | 83 | 2004 |
| Quiver: An informed storage cache for deep learning AV Kumar, M Sivathanu 18th USENIX Conference on File and Storage Technologies (FAST 20), 283-296, 2020 | 80 | 2020 |
| Astra: Exploiting predictability to optimize deep learning M Sivathanu, T Chugh, SS Singapuram, L Zhou Proceedings of the Twenty-Fourth International Conference on Architectural …, 2019 | 62 | 2019 |
| Database-Aware Semantically-Smart Storage. M Sivathanu, LN Bairavasundaram, AC Arpaci-Dusseau, ... FAST 5, 18, 2005 | 58 | 2005 |
| Semantically-smart disk systems: past, present, and future AC Arpaci-Dusseau, RH Arpaci-Dusseau, LN Bairavasundaram, ... ACM SIGMETRICS Performance Evaluation Review 33 (4), 29-35, 2006 | 51 | 2006 |
| A Logic of File Systems. M Sivathanu, AC Arpaci-Dusseau, RH Arpaci-Dusseau, S Jha FAST 5, 1-1, 2005 | 44 | 2005 |
| Evolving RPC for active storage M Sivathanu, AC Arpaci-Dusseau, RH Arpaci-Dusseau Proceedings of the 10th international conference on Architectural support …, 2002 | 37 | 2002 |
| Blockene: A high-throughput blockchain over mobile devices S Satija, A Mehra, S Singanamalla, K Grover, M Sivathanu, N Chandran, ... 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2020 | 33 | 2020 |
| Unsupervised clustering using pseudo-semi-supervised learning D Gupta, R Ramjee, N Kwatra, M Sivathanu International Conference on Learning Representations, 2020 | 30 | 2020 |
| Singularity: Planet-scale, preemptive and elastic scheduling of AI workloads D Shukla, M Sivathanu, S Viswanatha, B Gulavani, R Nehme, A Agrawal, ... arXiv preprint arXiv:2202.07848, 2022 | 26 | 2022 |
| Zero-copy transfer of memory between address spaces M Talluri, M Sivathanu US Patent 7,454,477, 2008 | 25 | 2008 |
| Wide-minima density hypothesis and the explore-exploit learning rate schedule N Iyer, V Thejas, N Kwatra, R Ramjee, M Sivathanu Journal of Machine Learning Research 24 (65), 1-37, 2023 | 24 | 2023 |
| Vishrambh: Trusted philanthropy with end-to-end transparency A Mehra, S Lokam, A Jain, M Sivathanu, S Singanamalla, J ONeill HCI for Blockchain: a CHI 2018 Workshop on Studying, Critiquing, Designing …, 2018 | 16 | 2018 |
| Lightweight blockchain based on split-trust M Sivathanu, N Chandran, D Gupta, A Mehra, SV Lokam, S Satija, ... US Patent 11,405,181, 2022 | 13 | 2022 |
