| Cloud Programming Simplified: A Berkeley View on Serverless Computing E Jonas, J Schleier-Smith, V Sreekanti, CC Tsai, A Khandelwal, Q Pu, ... arXiv preprint arXiv:1902.03383, 2019 | 186 | 2019 |
| Wrangler: Predictable and Faster Jobs using Fewer Resources NJ Yadwadkar, G Ananthanarayanan, R Katz Proceedings of the ACM Symposium on Cloud Computing, 1-14, 2014 | 126 | 2014 |
| Selecting the best vm across multiple public clouds: A data-driven performance modeling approach NJ Yadwadkar, B Hariharan, JE Gonzalez, B Smith, RH Katz Proceedings of the 2017 Symposium on Cloud Computing, 452-465, 2017 | 103 | 2017 |
| Discovery of Application Workloads from Network File Traces. NJ Yadwadkar, C Bhattacharyya, K Gopinath, T Niranjan, S Susarla FAST, 183-196, 2010 | 41 | 2010 |
| Multi-task learning for straggler avoiding predictive job scheduling NJ Yadwadkar, B Hariharan, JE Gonzalez, R Katz The Journal of Machine Learning Research 17 (1), 3692-3728, 2016 | 38 | 2016 |
| Proactive straggler avoidance using machine learning NJ Yadwadkar, W Choi White paper, University of Berkeley, 2012 | 20 | 2012 |
| Centralized Core-granular Scheduling for Serverless Functions K Kaffes, NJ Yadwadkar, C Kozyrakis Proceedings of the ACM Symposium on Cloud Computing, 158-164, 2019 | 13 | 2019 |
| Managing service level objectives for storage workloads N Yadwadkar, SRK Susarla, K Voruganti, RA Talwadker, V Mathur, ... US Patent 8,856,335, 2014 | 13 | 2014 |
| A Case for Managed and Model-less Inference Serving NJ Yadwadkar, F Romero, Q Li, C Kozyrakis Proceedings of the Workshop on Hot Topics in Operating Systems, 184-191, 2019 | 11 | 2019 |
| Context: The missing piece in the machine learning lifecycle R Garcia, V Sreekanti, N Yadwadkar, D Crankshaw, JE Gonzalez, ... KDD CMI Workshop 114, 2018 | 10 | 2018 |
| Evaluating proposed storage solutions N Yadwadkar, SRK Susarla, K Voruganti, RA Talwadker, V Mathur US Patent 9,122,739, 2015 | 8 | 2015 |
| INFaaS: Managed & Model-less Inference Serving F Romero, Q Li, NJ Yadwadkar, C Kozyrakis arXiv preprint arXiv:1905.13348, 2019 | 7 | 2019 |
| Machine Learning for Automatic Resource Management in the Datacenter and the Cloud NJ Yadwadkar UC Berkeley, 2018 | 7 | 2018 |
| Proposed storage system solution selection for service level objective management V Mathur, N Yadwadkar, LN Bairavasundaram, RA Talwadker, ... US Patent 9,635,101, 2017 | 7 | 2017 |
| Taurus: An Intelligent Data Plane T Swamy, A Rucker, M Shahbaz, N Yadwadkar, Y Zhang, K Olukotun | 7* | |
| INFaaS: A model-less inference serving system F Romero, Q Li, NJ Yadwadkar, C Kozyrakis arXiv preprint arXiv:1905.13348, 2019 | 6 | 2019 |
| Cloud Programming Simplified: A Berkeley View on Serverless Computing. CoRR abs/1902.03383 (2019) E Jonas, J Schleier-Smith, V Sreekanti, C Tsai, A Khandelwal, Q Pu, ... arXiv preprint arXiv:1902.03383, 2019 | 6 | 2019 |
| Cloud Programming Simplified: A Berkeley View on Serverless Computing, 2019 E Jonas, J Schleier-Smith, V Sreekanti, C Tsai, A Khandelwal, Q Pu, ... | 5 | 1902 |
| Managing service level objectives for storage workloads V Mathur, N Yadwadkar, LN Bairavasundaram, RA Talwadker, ... US Patent 9,223,613, 2015 | 4 | 2015 |
| Faster Jobs in Distributed Data Processing using Multi-Task Learning NJ Yadwadkar, B Hariharan, J Gonzalez, R Katz SIAM International Conference on Data Mining, 2015 | 4 | 2015 |
Randy KatzUniversity of California, BerkeleyVerified email at cs.Berkeley.edu
