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Sundar Dev
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Sage: practical and scalable ML-driven performance debugging in microservices
Y Gan, M Liang, S Dev, D Lo, C Delimitrou
Proceedings of the 26th ACM International Conference on Architectural …, 2021
1342021
Sage: Leveraging ml to diagnose unpredictable performance in cloud microservices
Y Gan, M Liang, S Dev, D Lo, C Delimitrou
arXiv preprint arXiv:2112.06263, 2021
212021
Sage: Using unsupervised learning for scalable performance debugging in microservices
Y Gan, M Liang, S Dev, D Lo, C Delimitrou
arXiv preprint arXiv:2101.00267, 2021
62021
Autonomous Warehouse-Scale Computers
S Dev, D Lo, L Cheng, P Ranganathan
DAC 2020, 2020
62020
Practical and Scalable ML-Driven Cloud Performance Debugging With Sage
Y Gan, M Liang, S Dev, D Lo, C Delimitrou
IEEE Micro 42 (4), 27-36, 2022
32022
Autonomous warehouse-scale computers
D Lo, L Cheng, P Ranganathan, SJ Dev
US Patent 11,960,936, 2024
12024
The Importance of Generalizability in Machine Learning for Systems
V Gohil, S Dev, G Upasani, D Lo, P Ranganathan, C Delimitrou
IEEE Computer Architecture Letters, 2024
12024
Enabling practical cloud performance debugging with unsupervised learning
Y Gan, M Liang, S Dev, D Lo, C Delimitrou
ACM SIGOPS Operating Systems Review 56 (1), 34-41, 2022
12022
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