Gagan Somashekar

20 papers A* 1B 1Misc 2Journal 6Unranked 10
YearRankTypeTitle / Venue / Authors
2025 — conf
AIOpsLab: A Holistic Framework to Evaluate AI Agents for Enabling Autonomous Clouds.
MLSys
Yinfang Chen, Manish Shetty, Gagan Somashekar, Minghua Ma, Yogesh Simmhan, Jonathan Mace, Chetan Bansal, Rujia Wang, Saravan Rajmohan
2025 J jnl
AIOpsLab: A Holistic Framework to Evaluate AI Agents for Enabling Autonomous Clouds.
CoRR
Yinfang Chen, Manish Shetty, Gagan Somashekar, Minghua Ma, Yogesh Simmhan, Jonathan Mace, Chetan Bansal, Rujia Wang, Saravan Rajmohan
2025 — conf
Automated Service Design with Cerulean (Project Showcase).
AIOps
Vaastav Anand, Alok Gautam Kumbhare, Celine Irvene, Chetan Bansal, Gagan Somashekar, Jonathan Mace, Pedro Henrique B. Las-Casas, Ricardo Bianchini, Rodrigo Fonseca
2025 J jnl
Continuous Benchmark Generation for Evaluating Enterprise-scale LLM Agents.
CoRR
Divyanshu Saxena, Rishikesh Maurya, Xiaoxuan Ou, Gagan Somashekar, Shachee Mishra Gupta, Arun Iyer, Yu Kang, Chetan Bansal, Aditya Akella, Saravan Rajmohan
2025 — conf
Intent-based System Design and Operation.
PACMI@SOSP
Vaastav Anand, Yichen Li, Alok Gautam Kumbhare, Celine Irvene, Chetan Bansal, Gagan Somashekar, Jonathan Mace, Pedro Henrique B. Las-Casas, Ricardo Bianchini, Rodrigo Fonseca
2025 J jnl
Intent-based System Design and Operation.
CoRR
Vaastav Anand, Yichen Li, Alok Gautam Kumbhare, Celine Irvene, Chetan Bansal, Gagan Somashekar, Jonathan Mace, Pedro Henrique B. Las-Casas, Rodrigo Fonseca
2024 — conf
Building AI Agents for Autonomous Clouds: Challenges and Design Principles.
SoCC
Manish Shetty, Yinfang Chen, Gagan Somashekar, Minghua Ma, Yogesh Simmhan, Xuchao Zhang, Jonathan Mace, Dax Vandevoorde, Pedro Henrique B. Las-Casas, Shachee Mishra Gupta, Suman Nath, Chetan Bansal, Saravan Rajmohan
2024 J jnl
Building AI Agents for Autonomous Clouds: Challenges and Design Principles.
CoRR
Manish Shetty, Yinfang Chen, Gagan Somashekar, Minghua Ma, Yogesh Simmhan, Xuchao Zhang, Jonathan Mace, Dax Vandevoorde, Pedro Henrique B. Las-Casas, Shachee Mishra Gupta, Suman Nath, Chetan Bansal, Saravan Rajmohan
2024 A* conf
GAMMA: Graph Neural Network-Based Multi-Bottleneck Localization for Microservices Applications.
WWW
Gagan Somashekar, Anurag Dutt, Mainak Adak, Tania Lorido-Botran, Anshul Gandhi
2024 Misc conf
OPPerTune: Post-Deployment Configuration Tuning of Services Made Easy.
NSDI
Gagan Somashekar, Karan Tandon, Anush Kini, Chieh-Chun Chang, Petr Husak, Ranjita Bhagwan, Mayukh Das, Anshul Gandhi, Nagarajan Natarajan
2023 J jnl
Efficient and accurate Lyapunov function-based truncation technique for multi-dimensional Markov chains with applications to discriminatory processor sharing and priority queues.
Perform. Evaluation
Gagan Somashekar, Mohammad Delasay, Anshul Gandhi
2023 — conf
Enhancing the Configuration Tuning Pipeline of Large-Scale Distributed Applications Using Large Language Models (Idea Paper).
ICPE (Companion)
Gagan Somashekar, Rajat Kumar
2023 Misc conf
SelfTune: Tuning Cluster Managers.
NSDI
Ajaykrishna Karthikeyan, Nagarajan Natarajan, Gagan Somashekar, Lei Zhao, Ranjita Bhagwan, Rodrigo Fonseca, Tatiana Racheva, Yogesh Bansal
2023 — conf
Towards Performance Management of Large-Scale Microservices Applications.
ACSOS-C
Gagan Somashekar
2022 — conf
B-MEG: Bottlenecked-Microservices Extraction Using Graph Neural Networks.
ICPE (Companion)
Gagan Somashekar, Anurag Dutt, Rohith Vaddavalli, Sai Bhargav Varanasi, Anshul Gandhi
2022 — conf
Reducing the Tail Latency of Microservices Applications via Optimal Configuration Tuning.
ACSOS
Gagan Somashekar, Amoghavarsha Suresh, Saurabh Tyagi, Vikas Dhyani, Krishna Chaitanya Donkada, Anurag Pradhan, Anshul Gandhi
2022 B conf
Truncating Multi-Dimensional Markov Chains With Accuracy Guarantee.
MASCOTS
Gagan Somashekar, Mohammad Delasay, Anshul Gandhi
2021 — conf
Towards Optimal Configuration of Microservices.
EuroMLSys@EuroSys
Gagan Somashekar, Anshul Gandhi
2020 — conf
ENSURE: Efficient Scheduling and Autonomous Resource Management in Serverless Environments.
ACSOS
Amoghavarsha Suresh, Gagan Somashekar, Anandh Varadarajan, Veerendra Ramesh Kakarla, Hima Upadhyay, Anshul Gandhi
2019 J jnl
Tighter Lyapunov Truncation for Multi-Dimensional Continuous Time Markov Chains with Known Moments.
SIGMETRICS Perform. Evaluation Rev.
Gagan Somashekar, Mohammad Delasay, Anshul Gandhi