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Shravan Matthur Narayanamurthy
Shravan Matthur Narayanamurthy
Sr Software Engineering Manager, Microsoft Corp, Redmond
microsoft.com의 이메일 확인됨
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Distributed large-scale natural graph factorization
A Ahmed, N Shervashidze, S Narayanamurthy, V Josifovski, AJ Smola
Proceedings of the 22nd international conference on World Wide Web, 37-48, 2013
8492013
Building a high-level dataflow system on top of Map-Reduce: the Pig experience
AF Gates, O Natkovich, S Chopra, P Kamath, SM Narayanamurthy, ...
Proceedings of the VLDB Endowment 2 (2), 1414-1425, 2009
6262009
An architecture for parallel topic models
A Smola, S Narayanamurthy
Proceedings of the VLDB Endowment 3 (1-2), 703-710, 2010
5342010
Scalable inference in latent variable models
A Ahmed, M Aly, J Gonzalez, S Narayanamurthy, AJ Smola
Proceedings of the fifth ACM international conference on Web search and data …, 2012
3292012
Morpheus: Towards automated {SLOs} for enterprise clusters
SA Jyothi, C Curino, I Menache, SM Narayanamurthy, A Tumanov, ...
12th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2016
3142016
Word features for latent dirichlet allocation
J Petterson, W Buntine, S Narayanamurthy, T Caetano, A Smola
Advances in Neural Information Processing Systems 23, 2010
1342010
Reef: Retainable evaluator execution framework
M Weimer, Y Chen, BG Chun, T Condie, C Curino, C Douglas, Y Lee, ...
Proceedings of the 2015 ACM SIGMOD International Conference on Management of …, 2015
402015
Reef: Retainable evaluator execution framework
BG Chun, T Condie, C Curino, C Douglas, S Matusevych, B Myers, ...
Proceedings of the VLDB Endowment 6 (12), 1370-1373, 2013
322013
On the hardness of finding symmetries in Markov decision processes
SM Narayanamurthy, B Ravindran
Proceedings of the 25th international conference on Machine learning, 688-695, 2008
312008
Towards resource-elastic machine learning
S Narayanamurthy, M Weimer, D Mahajan, T Condie, S Sellamanickam, ...
NIPS 2013 BigLearn Workshop 1 (2.1), 2-3, 2013
232013
Apache REEF: Retainable evaluator execution framework
BG Chun, T Condie, Y Chen, B Cho, A Chung, C Curino, C Douglas, ...
ACM Transactions on Computer Systems (TOCS) 35 (2), 1-31, 2017
102017
Efficiently Exploiting Symmetries in Real Time Dynamic Programming.
SM Narayanamurthy, B Ravindran
IJCAI, 2556-2561, 2007
102007
Fastex: Hash clustering with exponential families
A Ahmed, S Ravi, A Smola, S Narayanamurthy
Advances in Neural Information Processing Systems 25, 2012
92012
Efficient estimation of generalization error and bias-variance components of ensembles
D Mahajan, V Gupta, SS Keerthi, S Sundararajan, S Narayanamurthy, ...
arXiv preprint arXiv:1711.05482, 2017
52017
Resource and latency estimation-based scheduling
SM Narayanamurthy, Y Li, SK Selvaraj
US Patent App. 15/290,948, 2018
22018
Resource and latency estimation-based scheduling in a distributed computing environment
SM Narayanamurthy, Y Li, SK Selvaraj
US Patent 10,503,548, 2019
12019
Machine Learning - Cognition at Scale with U-SQL on ADLA
SMN Hiren Patel
MSDN Magazine 32 (7), 2017
2017
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