Gagan Somashekar

Senior Researcher

出版物

表示方法:

- Continuous Benchmark Generation for Evaluating Enterprise-scale LLM Agents
  
  Divyanshu Saxena, Rishikesh Maurya, Xiaoxuan Ou, Gagan Somashekar, Shachee Mishra Gupta, Arun Iyer, Yu Kang, Chetan Bansal, Aditya Akella, Saravan Rajmohan
  
  International Conference on Software Engineering Workshop on Large Language Models for Code | April 2026
  
  DOI Publication Publication
- AIOpsLab: A Holistic Framework for Evaluating AI Agents for Enabling Autonomous Cloud
  
  Yinfang Chen, Manish Shetty, Gagan Somashekar, Minghua Ma, Yogesh Simmhan, Jonathan Mace, Chetan Bansal, Rujia Wang, Saravan Rajmohan
  
  MLSys '25 | May 2025
  
  Publication
- Automated Service Design with Cerulean (Project Showcase)
  
  Vaastav Anand, Alok Kumbhare, Celine Irvene, Chetan Bansal, Gagan Somashekar, Jonathan Mace, Pedro Las-Casas, Ricardo Bianchini, Rodrigo Fonseca
  
  2025 IEEE/ACM International Workshop on Cloud Intelligence & AIOps (AIOps) | May 2025, pp. 1-3
  
  DOI Publication
- Intent-based System Design and Operation
  
  Vaastav Anand, Yichen Li, Alok Kumbhare, Celine Irvene, Chetan Bansal, Gagan Somashekar, Jonathan Mace, Pedro Las-Casas, Ricardo Bianchini, Rodrigo Fonseca
  
  Proceedings of the 4th Workshop on Practical Adoption Challenges of ML for Systems | February 2025
  
  DOI Publication Publication
- Building AI Agents for Autonomous Clouds: Challenges and Design Principles
  
  Manisha M Shetty, Yinfang Chen, Gagan Somashekar, Minghua Ma, Yogesh L. Simmhan, Xuchao Zhang, Jonathan Mace, Pedro Las-Casas, Shachee Mishra Gupta, Suman Nath, Chetan Bansal, Saravan Rajmohan
  
  2024 Symposium on Cloud Computing | November 2024
  
  Publication
- Reward Copilot for RL-driven Systems Optimization
  
  Karan Tandon, Manav Mishra, Gagan Somashekar, Mayukh Das, Nagarajan Natarajan
  
  Advances in Neural Information Processing Systems 2024 - Workshop on ML For Systems | November 2024
  
  Publication
- OPPerTune: Post-Deployment Configuration Tuning of Services Made Easy
  
  Gagan Somashekar, Karan Tandon, Anush Kini, Chieh-Chun Chang, Petr Husak, Ranjita Bhagwan, Mayukh Das, Anshul Gandhi, Nagarajan Natarajan
  
  NSDI 2024 | April 2024
  
  Publication Publication Github プロジェクトプロジェクト

- Continuous Benchmark Generation for Evaluating Enterprise-scale LLM Agents
  
  Divyanshu Saxena, Rishikesh Maurya, Xiaoxuan Ou, Gagan Somashekar, Shachee Mishra Gupta, Arun Iyer, Yu Kang, Chetan Bansal, Aditya Akella, Saravan Rajmohan
  
  International Conference on Software Engineering Workshop on Large Language Models for Code | April 2026
  
  DOI Publication Publication
- AIOpsLab: A Holistic Framework for Evaluating AI Agents for Enabling Autonomous Cloud
  
  Yinfang Chen, Manish Shetty, Gagan Somashekar, Minghua Ma, Yogesh Simmhan, Jonathan Mace, Chetan Bansal, Rujia Wang, Saravan Rajmohan
  
  MLSys '25 | May 2025
  
  Publication
- Automated Service Design with Cerulean (Project Showcase)
  
  Vaastav Anand, Alok Kumbhare, Celine Irvene, Chetan Bansal, Gagan Somashekar, Jonathan Mace, Pedro Las-Casas, Ricardo Bianchini, Rodrigo Fonseca
  
  2025 IEEE/ACM International Workshop on Cloud Intelligence & AIOps (AIOps) | May 2025, pp. 1-3
  
  DOI Publication
- Intent-based System Design and Operation
  
  Vaastav Anand, Yichen Li, Alok Kumbhare, Celine Irvene, Chetan Bansal, Gagan Somashekar, Jonathan Mace, Pedro Las-Casas, Ricardo Bianchini, Rodrigo Fonseca
  
  Proceedings of the 4th Workshop on Practical Adoption Challenges of ML for Systems | February 2025
  
  DOI Publication Publication
- Building AI Agents for Autonomous Clouds: Challenges and Design Principles
  
  Manisha M Shetty, Yinfang Chen, Gagan Somashekar, Minghua Ma, Yogesh L. Simmhan, Xuchao Zhang, Jonathan Mace, Pedro Las-Casas, Shachee Mishra Gupta, Suman Nath, Chetan Bansal, Saravan Rajmohan
  
  2024 Symposium on Cloud Computing | November 2024
  
  Publication
- Reward Copilot for RL-driven Systems Optimization
  
  Karan Tandon, Manav Mishra, Gagan Somashekar, Mayukh Das, Nagarajan Natarajan
  
  Advances in Neural Information Processing Systems 2024 - Workshop on ML For Systems | November 2024
  
  Publication
- Automated Service Design with Cerulean (Project Showcase)
  
  Vaastav Anand, Alok Kumbhare, Celine Irvene, Chetan Bansal, Gagan Somashekar, Jonathan Mace, Pedro Las-Casas, Ricardo Bianchini, Rodrigo Fonseca
  
  2025 IEEE/ACM International Workshop on Cloud Intelligence & AIOps (AIOps) | May 2025, pp. 1-3
  
  DOI Publication
- Intent-based System Design and Operation
  
  Vaastav Anand, Yichen Li, Alok Kumbhare, Celine Irvene, Chetan Bansal, Gagan Somashekar, Jonathan Mace, Pedro Las-Casas, Ricardo Bianchini, Rodrigo Fonseca
  
  Proceedings of the 4th Workshop on Practical Adoption Challenges of ML for Systems | February 2025
  
  DOI Publication Publication
- Building AI Agents for Autonomous Clouds: Challenges and Design Principles
  
  Manisha M Shetty, Yinfang Chen, Gagan Somashekar, Minghua Ma, Yogesh L. Simmhan, Xuchao Zhang, Jonathan Mace, Pedro Las-Casas, Shachee Mishra Gupta, Suman Nath, Chetan Bansal, Saravan Rajmohan
  
  2024 Symposium on Cloud Computing | November 2024
  
  Publication
- AIOpsLab: A Holistic Framework for Evaluating AI Agents for Enabling Autonomous Cloud
  
  Yinfang Chen, Manish Shetty, Gagan Somashekar, Minghua Ma, Yogesh Simmhan, Jonathan Mace, Chetan Bansal, Rujia Wang, Saravan Rajmohan
  
  MLSys '25 | May 2025
  
  Publication
- Automated Service Design with Cerulean (Project Showcase)
  
  Vaastav Anand, Alok Kumbhare, Celine Irvene, Chetan Bansal, Gagan Somashekar, Jonathan Mace, Pedro Las-Casas, Ricardo Bianchini, Rodrigo Fonseca
  
  2025 IEEE/ACM International Workshop on Cloud Intelligence & AIOps (AIOps) | May 2025, pp. 1-3
  
  DOI Publication
- Intent-based System Design and Operation
  
  Vaastav Anand, Yichen Li, Alok Kumbhare, Celine Irvene, Chetan Bansal, Gagan Somashekar, Jonathan Mace, Pedro Las-Casas, Ricardo Bianchini, Rodrigo Fonseca
  
  Proceedings of the 4th Workshop on Practical Adoption Challenges of ML for Systems | February 2025
  
  DOI Publication Publication
- Building AI Agents for Autonomous Clouds: Challenges and Design Principles
  
  Manisha M Shetty, Yinfang Chen, Gagan Somashekar, Minghua Ma, Yogesh L. Simmhan, Xuchao Zhang, Jonathan Mace, Pedro Las-Casas, Shachee Mishra Gupta, Suman Nath, Chetan Bansal, Saravan Rajmohan
  
  2024 Symposium on Cloud Computing | November 2024
  
  Publication
- Reward Copilot for RL-driven Systems Optimization
  
  Karan Tandon, Manav Mishra, Gagan Somashekar, Mayukh Das, Nagarajan Natarajan
  
  Advances in Neural Information Processing Systems 2024 - Workshop on ML For Systems | November 2024
  
  Publication
- OPPerTune: Post-Deployment Configuration Tuning of Services Made Easy
  
  Gagan Somashekar, Karan Tandon, Anush Kini, Chieh-Chun Chang, Petr Husak, Ranjita Bhagwan, Mayukh Das, Anshul Gandhi, Nagarajan Natarajan
  
  NSDI 2024 | April 2024
  
  Publication Publication Github プロジェクトプロジェクト
- Reward Copilot for RL-driven Systems Optimization
  
  Karan Tandon, Manav Mishra, Gagan Somashekar, Mayukh Das, Nagarajan Natarajan
  
  Advances in Neural Information Processing Systems 2024 - Workshop on ML For Systems | November 2024
  
  Publication
- OPPerTune: Post-Deployment Configuration Tuning of Services Made Easy
  
  Gagan Somashekar, Karan Tandon, Anush Kini, Chieh-Chun Chang, Petr Husak, Ranjita Bhagwan, Mayukh Das, Anshul Gandhi, Nagarajan Natarajan
  
  NSDI 2024 | April 2024
  
  Publication Publication Github プロジェクトプロジェクト
- AIOpsLab: A Holistic Framework for Evaluating AI Agents for Enabling Autonomous Cloud
  
  Yinfang Chen, Manish Shetty, Gagan Somashekar, Minghua Ma, Yogesh Simmhan, Jonathan Mace, Chetan Bansal, Rujia Wang, Saravan Rajmohan
  
  MLSys '25 | May 2025
  
  Publication

- Continuous Benchmark Generation for Evaluating Enterprise-scale LLM Agents
  
  Divyanshu Saxena, Rishikesh Maurya, Xiaoxuan Ou, Gagan Somashekar, Shachee Mishra Gupta, Arun Iyer, Yu Kang, Chetan Bansal, Aditya Akella, Saravan Rajmohan
  
  International Conference on Software Engineering Workshop on Large Language Models for Code | April 2026
  
  DOI Publication Publication
- AIOpsLab: A Holistic Framework for Evaluating AI Agents for Enabling Autonomous Cloud
  
  Yinfang Chen, Manish Shetty, Gagan Somashekar, Minghua Ma, Yogesh Simmhan, Jonathan Mace, Chetan Bansal, Rujia Wang, Saravan Rajmohan
  
  MLSys '25 | May 2025
  
  Publication
- Building AI Agents for Autonomous Clouds: Challenges and Design Principles
  
  Manisha M Shetty, Yinfang Chen, Gagan Somashekar, Minghua Ma, Yogesh L. Simmhan, Xuchao Zhang, Jonathan Mace, Pedro Las-Casas, Shachee Mishra Gupta, Suman Nath, Chetan Bansal, Saravan Rajmohan
  
  2024 Symposium on Cloud Computing | November 2024
  
  Publication
- Reward Copilot for RL-driven Systems Optimization
  
  Karan Tandon, Manav Mishra, Gagan Somashekar, Mayukh Das, Nagarajan Natarajan
  
  Advances in Neural Information Processing Systems 2024 - Workshop on ML For Systems | November 2024
  
  Publication
- OPPerTune: Post-Deployment Configuration Tuning of Services Made Easy
  
  Gagan Somashekar, Karan Tandon, Anush Kini, Chieh-Chun Chang, Petr Husak, Ranjita Bhagwan, Mayukh Das, Anshul Gandhi, Nagarajan Natarajan
  
  NSDI 2024 | April 2024
  
  Publication Publication Github プロジェクトプロジェクト
- Automated Service Design with Cerulean (Project Showcase)
  
  Vaastav Anand, Alok Kumbhare, Celine Irvene, Chetan Bansal, Gagan Somashekar, Jonathan Mace, Pedro Las-Casas, Ricardo Bianchini, Rodrigo Fonseca
  
  2025 IEEE/ACM International Workshop on Cloud Intelligence & AIOps (AIOps) | May 2025, pp. 1-3
  
  DOI Publication
- Intent-based System Design and Operation
  
  Vaastav Anand, Yichen Li, Alok Kumbhare, Celine Irvene, Chetan Bansal, Gagan Somashekar, Jonathan Mace, Pedro Las-Casas, Ricardo Bianchini, Rodrigo Fonseca
  
  Proceedings of the 4th Workshop on Practical Adoption Challenges of ML for Systems | February 2025
  
  DOI Publication Publication

Gagan Somashekar

出版物

Continuous Benchmark Generation for Evaluating Enterprise-scale LLM Agents

AIOpsLab: A Holistic Framework for Evaluating AI Agents for Enabling Autonomous Cloud

Automated Service Design with Cerulean (Project Showcase)

Intent-based System Design and Operation

Building AI Agents for Autonomous Clouds: Challenges and Design Principles

Reward Copilot for RL-driven Systems Optimization

OPPerTune: Post-Deployment Configuration Tuning of Services Made Easy

Continuous Benchmark Generation for Evaluating Enterprise-scale LLM Agents

AIOpsLab: A Holistic Framework for Evaluating AI Agents for Enabling Autonomous Cloud

Automated Service Design with Cerulean (Project Showcase)

Intent-based System Design and Operation

Building AI Agents for Autonomous Clouds: Challenges and Design Principles

Reward Copilot for RL-driven Systems Optimization

Automated Service Design with Cerulean (Project Showcase)

Intent-based System Design and Operation

Building AI Agents for Autonomous Clouds: Challenges and Design Principles

AIOpsLab: A Holistic Framework for Evaluating AI Agents for Enabling Autonomous Cloud

Automated Service Design with Cerulean (Project Showcase)

Intent-based System Design and Operation

Building AI Agents for Autonomous Clouds: Challenges and Design Principles

Reward Copilot for RL-driven Systems Optimization

OPPerTune: Post-Deployment Configuration Tuning of Services Made Easy

Reward Copilot for RL-driven Systems Optimization

OPPerTune: Post-Deployment Configuration Tuning of Services Made Easy

AIOpsLab: A Holistic Framework for Evaluating AI Agents for Enabling Autonomous Cloud

Continuous Benchmark Generation for Evaluating Enterprise-scale LLM Agents

AIOpsLab: A Holistic Framework for Evaluating AI Agents for Enabling Autonomous Cloud

Building AI Agents for Autonomous Clouds: Challenges and Design Principles

Reward Copilot for RL-driven Systems Optimization

OPPerTune: Post-Deployment Configuration Tuning of Services Made Easy

Automated Service Design with Cerulean (Project Showcase)

Intent-based System Design and Operation