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Viswanath Sivakumar
Viswanath Sivakumar
Facebook AI Research
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Year
f4: Facebook's warm {BLOB} storage system
S Muralidhar, W Lloyd, S Roy, C Hill, E Lin, W Liu, S Pan, S Shankar, ...
11th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2014
4372014
Rosetta: Large scale system for text detection and recognition in images
V Sivakumar, F Borisyuk, A Gordo
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
329*2018
Deep learning inference in facebook data centers: Characterization, performance optimizations and hardware implications
J Park, M Naumov, P Basu, S Deng, A Kalaiah, D Khudia, J Law, P Malani, ...
arXiv preprint arXiv:1811.09886, 2018
1982018
Torchbeast: A pytorch platform for distributed rl
H Küttler, N Nardelli, T Lavril, M Selvatici, V Sivakumar, T Rocktäschel, ...
arXiv preprint arXiv:1910.03552, 2019
592019
Mvfst-rl: An asynchronous rl framework for congestion control with delayed actions
V Sivakumar, O Delalleau, T Rocktäschel, AH Miller, H Küttler, N Nardelli, ...
arXiv preprint arXiv:1910.04054, 2019
422019
Rosetta: Understanding text in images and videos with machine learning
V Sivakumar, A Gordo, M Paluri
Facebook Engineering blog posted on 11, 2018, 2018
182018
Feature selection for high-dimensional data with rapidminer
S Lee
Deutsche Nationalbibliothek, 2012
182012
Improving rotated text detection with rotation region proposal networks
J Huang, V Sivakumar, M Mnatsakanyan, G Pang
arXiv preprint arXiv:1811.07031, 2018
172018
Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications. CoRR abs/1811.09886 (2018)
J Park, M Naumov, P Basu, S Deng, A Kalaiah, DS Khudia, J Law, ...
arXiv preprint arXiv:1811.09886, 2018
32018
Feature Selection for High-Dimensional Data with RapidMiner
L Sangkyun, B Schowe, V Sivakumar, K Morik
2011
f4: Facebook’s Warm BLOB Storage System
W Liu, S Pan, S Shankar, V Sivakumar, L Tang, S Kumar
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