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Gagan Somashekar
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Ensure: Efficient scheduling and autonomous resource management in serverless environments
A Suresh, G Somashekar, A Varadarajan, VR Kakarla, H Upadhyay, ...
2020 IEEE International Conference on Autonomic Computing and Self …, 2020
632020
Towards optimal configuration of microservices
G Somashekar, A Gandhi
Proceedings of the 1st Workshop on Machine Learning and Systems, 7-14, 2021
222021
{SelfTune}: Tuning Cluster Managers
A Karthikeyan, N Natarajan, G Somashekar, L Zhao, R Bhagwan, ...
20th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2023
112023
B-MEG: Bottlenecked-Microservices Extraction Using Graph Neural Networks
G Somashekar, A Dutt, R Vaddavalli, S Bhargav Varanasi, A Gandhi
ICPE '22: Companion of the 2022 ACM/SPEC International Conference on …, 2022
72022
Enhancing the Configuration Tuning Pipeline of Large-Scale Distributed Applications Using Large Language Models (Idea Paper)
G Somashekar, R Kumar
Companion of the 2023 ACM/SPEC International Conference on Performance …, 2023
42023
Reducing the Tail Latency of Microservices Applications via Optimal Configuration Tuning
G Somashekar, A Suresh, S Tyagi, V Dhyani, K Donkada, A Pradhan, ...
2022 IEEE International Conference on Autonomic Computing and Self …, 2022
42022
Oppertune: Post-deployment configuration tuning of services made easy
G Somashekar, K Tandon, A Kini, M Das, P Husak, CC Chang, ...
21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24), 2024
22024
Truncating Multi-Dimensional Markov Chains With Accuracy Guarantee
G Somashekar, M Delasay, A Gandhi
2022 30th International Symposium on Modeling, Analysis, and Simulation of …, 2022
22022
Truncating Multi-Dimensional Markov Chains with Accuracy Guarantee: Applications to Discriminatory Processor Sharing and Priority Queues
G Somashekar, M Delasay, A Gandhi
Stony Brook University, Tech. Rep. SBCS-TR-2022–17, 2022
12022
Tighter Lyapunov truncation for multi-dimensional continuous time markov chains with known moments
G Somashekar, M Delasay, A Gandhi
ACM SIGMETRICS Performance Evaluation Review 47 (2), 33-35, 2019
12019
Efficient and accurate Lyapunov function-based truncation technique for multi-dimensional Markov chains with applications to discriminatory processor sharing and priority queues
G Somashekar, M Delasay, A Gandhi
Performance Evaluation 162, 102356, 2023
2023
Towards Performance Management of Large-Scale Microservices Applications
G Somashekar
2023 IEEE International Conference on Autonomic Computing and Self …, 2023
2023
Performance Management of Large-Scale Microservices Applications
G Somashekar
Stony Brook University, 2023
2023
Performance Management of Large-Scale Microservices Applications Using Machine Learning and Optimization
G Somashekar
State University of New York at Stony Brook, 2023
2023
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Articles 1–14