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Suhas Jayaram Subramanya
Suhas Jayaram Subramanya
Verified email at andrew.cmu.edu - Homepage
Title
Cited by
Cited by
Year
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
1282021
Rand-nsg: Fast accurate billion-point nearest neighbor search on a single node
SJ Subramanya, D Lnu, HV Simhadri, R Krishnawamy
1242019
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
372022
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
272021
{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
212020
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
212019
{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
122019
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
92023
Exploration for multi-task reinforcement learning with deep generative models
SP Bangaru, JS Suhas, B Ravindran
arXiv preprint arXiv:1611.09894, 2016
62016
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
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