Suhas Jayaram Subramanya
Suhas Jayaram Subramanya
Verified email at andrew.cmu.edu - Homepage
Title
Cited by
Cited by
Year
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
172019
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
102021
Exploration for multi-task reinforcement learning with deep generative models
SP Bangaru, JS Suhas, B Ravindran
arXiv preprint arXiv:1611.09894, 2016
52016
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 …, 2019
42019
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
12021
{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 …, 2020
12020
Building a graph index and searching a corresponding dataset
HV Simhadri, R Krishnaswamy, SJ SUBRAMANYA
US Patent App. 16/582,682, 2020
2020
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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