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Neeraja J. Yadwadkar
Neeraja J. Yadwadkar
Assistant Professor, University of Texas at Austin
Підтверджена електронна адреса в austin.utexas.edu - Домашня сторінка
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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
8722019
What serverless computing is and should become: The next phase of cloud computing
J Schleier-Smith, V Sreekanti, A Khandelwal, J Carreira, NJ Yadwadkar, ...
Communications of the ACM 64 (5), 76-84, 2021
2762021
INFaaS: Automated Model-less Inference Serving
F Romero, Q Li, NJ Yadwadkar, C Kozyrakis
2021 {USENIX} Annual Technical Conference ({USENIX}{ATC} 21), 397-411, 2021
2482021
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
2312017
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
1792014
Faa $ T: A transparent auto-scaling cache for serverless applications
F Romero, GI Chaudhry, Í Goiri, P Gopa, P Batum, NJ Yadwadkar, ...
Proceedings of the ACM Symposium on Cloud Computing, 122-137, 2021
1312021
Centralized Core-granular Scheduling for Serverless Functions
K Kaffes, NJ Yadwadkar, C Kozyrakis
Proceedings of the ACM Symposium on Cloud Computing, 158-164, 2019
1272019
Llama: A heterogeneous & serverless framework for auto-tuning video analytics pipelines
F Romero, M Zhao, NJ Yadwadkar, C Kozyrakis
Proceedings of the ACM Symposium on Cloud Computing, 1-17, 2021
1032021
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
792016
SmartHarvest: harvesting idle CPUs safely and efficiently in the cloud
Y Wang, K Arya, M Kogias, M Vanga, A Bhandari, NJ Yadwadkar, S Sen, ...
Proceedings of the Sixteenth European Conference on Computer Systems, 1-16, 2021
732021
Hermod: principled and practical scheduling for serverless functions
K Kaffes, NJ Yadwadkar, C Kozyrakis
Proceedings of the 13th Symposium on Cloud Computing, 289-305, 2022
542022
Discovery of Application Workloads from Network File Traces.
NJ Yadwadkar, C Bhattacharyya, K Gopinath, T Niranjan, S Susarla
FAST, 183-196, 2010
502010
Cloud programming simplified: A berkeley view on serverless computing.(2019)
E Jonas, J Schleier-Smith, V Sreekanti, CC Tsai, A Khandelwal, Q Pu, ...
arXiv preprint arXiv:1902.03383, 2019
492019
Context: The missing piece in the machine learning lifecycle
R Garcia, V Sreekanti, N Yadwadkar, D Crankshaw, JE Gonzalez, ...
KDD CMI Workshop 114, 2018
472018
INFaaS: A Model-less and Managed Inference Serving System
F Romero, Q Li, NJ Yadwadkar, C Kozyrakis
arXiv preprint arXiv:1905.13348, 2019
392019
Proactive straggler avoidance using machine learning
NJ Yadwadkar, W Choi
White paper, University of Berkeley, 2012
362012
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
342019
Managing service level objectives for storage workloads
N Yadwadkar, SRK Susarla, K Voruganti, RA Talwadker, V Mathur, ...
US Patent 8,856,335, 2014
342014
Interference-Aware Scheduling for Inference Serving
D Mendoza, F Romero, Q Li, NJ Yadwadkar, C Kozyrakis
Proceedings of the 1st Workshop on Machine Learning and Systems, 80-88, 2021
332021
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
332019
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