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Works (13)

Building AI Agents for Autonomous Clouds: Challenges and Design Principles

arXiv preprint arXiv:2407.12165
2024 | Journal article
Contributors: Shetty, Manish; Chen, Yinfang; Somashekar, Gagan; Ma, Minghua; Simmhan, Yogesh; Zhang, Xuchao; Mace, Jonathan; Vandevoorde, Dax; Las-Casas, Pedro; Gupta, Shachee Mishra et al.
Source: Self-asserted source
Manish Shetty

R2E: Turning any Github Repository into a Programming Agent Environment

Forty-first International Conference on Machine Learning
2024 | Conference paper
Contributors: Jain, Naman; Shetty, Manish; Zhang, Tianjun; Han, King; Sen, Koushik; Stoica, Ion
Source: Self-asserted source
Manish Shetty

CodeScholar: Growing Idiomatic Code Examples

arXiv preprint arXiv:2312.15157
2023 | Journal article
Contributors: Shetty, Manish; Sen, Koushik; Stoica, Ion
Source: Self-asserted source
Manish Shetty

DSPy Assertions: Computational Constraints for Self-Refining Language Model Pipelines

arXiv preprint arXiv:2312.13382
2023 | Journal article
Contributors: Singhvi, Arnav; Shetty, Manish; Tan, Shangyin; Potts, Christopher; Sen, Koushik; Zaharia, Matei; Khattab, Omar
Source: Self-asserted source
Manish Shetty

Crash localization using crash frame sequence labelling

2023-08 | Other
Contributors: Bansal, Chetan; Molahalli, Manish Shetty; Nath, Suman Kumar; Ahari, Siamak; Wang, Haitao; Bowles, Sean A; Arman, Kamil Ozgur
Source: Self-asserted source
Manish Shetty

Performing quality-based action (s) regarding engineer-generated documentation associated with code and/or application programming interface

2023-03 | Other
Contributors: Gupta, Anurag; Bansal, Chetan; Molahalli, Manish Shetty
Source: Self-asserted source
Manish Shetty

Autotsg: learning and synthesis for incident troubleshooting

Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering
2022 | Conference paper
Contributors: Shetty, Manish; Bansal, Chetan; Upadhyayula, Sai Pramod; Radhakrishna, Arjun; Gupta, Anurag
Source: Self-asserted source
Manish Shetty

DeepAnalyze: Learning to Localize Crashes at Scale

2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE)
2022 | Conference paper
Contributors: Shetty, Manish; Bansal, Chetan; Nath, Suman; Bowles, Sean; Wang, Henry; Arman, Ozgur; Ahari, Siamak
Source: Self-asserted source
Manish Shetty

How to fight production incidents? an empirical study on a large-scale cloud service

Proceedings of the 13th Symposium on Cloud Computing
2022 | Conference paper
Contributors: Ghosh, Supriyo; Shetty, Manish; Bansal, Chetan; Nath, Suman
Source: Self-asserted source
Manish Shetty

SoftNER: Mining knowledge graphs from cloud incidents

Empirical Software Engineering
2022 | Journal article
Contributors: Shetty, Manish; Bansal, Chetan; Kumar, Sumit; Rao, Nikitha; Nagappan, Nachiappan
Source: Self-asserted source
Manish Shetty

Automated troubleshooter

2022-12 | Other
Contributors: Mittal, Rahul; Molahalli, Manish Shetty; Kapoor, Puneet; Bansal, Chetan; Sharma, Tarun; Malhotra, Abhilekh; Singhal, Sunil
Source: Self-asserted source
Manish Shetty

Automatic recognition of entities related to cloud incidents

2022-01 | Other
Contributors: Molahalli, Manish Shetty; Bansal, Chetan; Kumar, Sumit; Nikitha, RAO; Nagappan, Nachiappan; Zimmermann, Thomas Michael Josef
Source: Self-asserted source
Manish Shetty

Neural knowledge extraction from cloud service incidents

2021 IEEE/ACM 43rd International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)
2021 | Conference paper
Contributors: Shetty, Manish; Bansal, Chetan; Kumar, Sumit; Rao, Nikitha; Nagappan, Nachiappan; Zimmermann, Thomas
Source: Self-asserted source
Manish Shetty