Gagan Somashekar

Orcid: 0000-0001-6949-8685

According to our database1, Gagan Somashekar authored at least 13 papers between 2019 and 2024.

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Bibliography

2024
GAMMA: Graph Neural Network-Based Multi-Bottleneck Localization for Microservices Applications.
Proceedings of the ACM on Web Conference 2024, 2024

OPPerTune: Post-Deployment Configuration Tuning of Services Made Easy.
Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

Building AI Agents for Autonomous Clouds: Challenges and Design Principles.
Proceedings of the 2024 ACM Symposium on Cloud Computing, 2024

2023
Efficient and accurate Lyapunov function-based truncation technique for multi-dimensional Markov chains with applications to discriminatory processor sharing and priority queues.
Perform. Evaluation, November, 2023

Enhancing the Configuration Tuning Pipeline of Large-Scale Distributed Applications Using Large Language Models (Idea Paper).
Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

SelfTune: Tuning Cluster Managers.
Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

Towards Performance Management of Large-Scale Microservices Applications.
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2023

2022
B-MEG: Bottlenecked-Microservices Extraction Using Graph Neural Networks.
Proceedings of the ICPE '22: ACM/SPEC International Conference on Performance Engineering, Bejing, China, April 9, 2022

Truncating Multi-Dimensional Markov Chains With Accuracy Guarantee.
Proceedings of the 30th International Symposium on Modeling, 2022

Reducing the Tail Latency of Microservices Applications via Optimal Configuration Tuning.
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2022

2021
Towards Optimal Configuration of Microservices.
Proceedings of the EuroMLSys@EuroSys 2021, 2021

2020
ENSURE: Efficient Scheduling and Autonomous Resource Management in Serverless Environments.
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2020

2019
Tighter Lyapunov Truncation for Multi-Dimensional Continuous Time Markov Chains with Known Moments.
SIGMETRICS Perform. Evaluation Rev., 2019


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