دنبال کردن
Neeraja J. Yadwadkar
Neeraja J. Yadwadkar
Assistant Professor, University of Texas at Austin
ایمیل تأیید شده در austin.utexas.edu - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
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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مقاله‌ها 1–20