| 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 | 556 | 2009 |
| An architecture for parallel topic models A Smola, S Narayanamurthy Proceedings of the VLDB Endowment 3 (1-2), 703-710, 2010 | 433 | 2010 |
| 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 | 419 | 2013 |
| 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 | 293 | 2012 |
| Smart reply: Automated response suggestion for email A Kannan, K Kurach, S Ravi, T Kaufmann, A Tomkins, B Miklos, ... Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016 | 194 | 2016 |
| 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 …, 2016 | 175 | 2016 |
| Word features for latent dirichlet allocation J Petterson, W Buntine, S Narayanamurthy, T Caetano, A Smola Advances in Neural Information Processing Systems 23, 1921-1929, 2010 | 108 | 2010 |
| Push-button verification of file systems via crash refinement H Sigurbjarnarson, J Bornholt, E Torlak, X Wang 12th {USENIX} Symposium on Operating Systems Design and Implementation …, 2016 | 78 | 2016 |
| 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 | 37 | 2015 |
| 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 | 31 | 2013 |
| 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 | 19 | 2013 |
| 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 | 17 | 2008 |
| Efficiently Exploiting Symmetries in Real Time Dynamic Programming. SM Narayanamurthy, B Ravindran IJCAI, 2556-2561, 2007 | 10 | 2007 |
| Fastex: Hash clustering with exponential families A Ahmed, S Ravi, A Smola, S Narayanamurthy Advances in Neural Information Processing Systems 25, 2798-2806, 2012 | 9 | 2012 |
| 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 | 8 | 2017 |
| Resource and latency estimation-based scheduling SM Narayanamurthy, Y Li, SK Selvaraj US Patent App. 15/290,948, 2018 | 1 | 2018 |
| 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 | 1 | 2017 |
| Resource and latency estimation-based scheduling in a distributed computing environment SM Narayanamurthy, Y Li, SK Selvaraj US Patent 10,503,548, 2019 | | 2019 |
| Machine Learning - Cognition at Scale with U-SQL on ADLA SMN Hiren Patel MSDN Magazine 32 (7), 2017 | | 2017 |
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