Neeraja J. Yadwadkar
Neeraja J. Yadwadkar
Postdoctoral Research Fellow, Stanford University
Verified email at eecs.berkeley.edu - Homepage
Title
Cited by
Cited by
Year
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
2222019
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
1332014
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
1122017
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
452016
Discovery of Application Workloads from Network File Traces.
NJ Yadwadkar, C Bhattacharyya, K Gopinath, T Niranjan, S Susarla
FAST, 183-196, 2010
422010
Proactive straggler avoidance using machine learning
NJ Yadwadkar, W Choi
White paper, University of Berkeley, 2012
222012
Centralized Core-granular Scheduling for Serverless Functions
K Kaffes, NJ Yadwadkar, C Kozyrakis
Proceedings of the ACM Symposium on Cloud Computing, 158-164, 2019
202019
Managing service level objectives for storage workloads
N Yadwadkar, SRK Susarla, K Voruganti, RA Talwadker, V Mathur, ...
US Patent 8,856,335, 2014
152014
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
132019
Context: The missing piece in the machine learning lifecycle
R Garcia, V Sreekanti, N Yadwadkar, D Crankshaw, JE Gonzalez, ...
KDD CMI Workshop 114, 2018
132018
Taurus: An Intelligent Data Plane
T Swamy, A Rucker, M Shahbaz, N Yadwadkar, Y Zhang, K Olukotun
10*
INFaaS: Managed & Model-less Inference Serving
F Romero, Q Li, NJ Yadwadkar, C Kozyrakis
arXiv preprint arXiv:1905.13348, 2019
92019
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
92019
Evaluating proposed storage solutions
N Yadwadkar, SRK Susarla, K Voruganti, RA Talwadker, V Mathur
US Patent 9,122,739, 2015
92015
INFaaS: A model-less inference serving system
F Romero, Q Li, NJ Yadwadkar, C Kozyrakis
arXiv preprint arXiv:1905.13348, 2019
82019
Machine Learning for Automatic Resource Management in the Datacenter and the Cloud
NJ Yadwadkar
UC Berkeley, 2018
82018
Proposed storage system solution selection for service level objective management
V Mathur, N Yadwadkar, LN Bairavasundaram, RA Talwadker, ...
US Patent 9,635,101, 2017
82017
Cloud Programming Simplified: A Berkeley View on Serverless Computing.(2019). arXiv
E Jonas, J Schleier-Smith, V Sreekanti, CC Tsai, A Khandelwal, Q Pu, ...
arXiv preprint arXiv:1902.03383, 2019
62019
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
52015
Cloud Programming Simplified: A Berkeley View on Serverless Computing, 2019
E Jonas, J Schleier-Smith, V Sreekanti, C Tsai, A Khandelwal, Q Pu, ...
51902
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