Manish Shetty

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Dirichlet Prior

Learning Scenarios

Top Venues

ESEC/SIGSOFT FSE

Empir. Softw. Eng.

Publications

Manish Shetty, Yinfang Chen, Gagan Somashekar, Minghua Ma, Yogesh Simmhan, Xuchao Zhang, Jonathan Mace, Dax Vandevoorde, Pedro Las-Casas, Shachee Mishra Gupta, Suman Nath, Chetan Bansal, Saravan Rajmohan
Building AI Agents for Autonomous Clouds: Challenges and Design Principles. CoRR (2024)
Manish Shetty, Koushik Sen, Ion Stoica
CodeScholar: Growing Idiomatic Code Examples. CoRR (2023)
Arnav Singhvi, Manish Shetty, Shangyin Tan, Christopher Potts, Koushik Sen, Matei Zaharia, Omar Khattab
DSPy Assertions: Computational Constraints for Self-Refining Language Model Pipelines. CoRR (2023)
Manish Shetty, Chetan Bansal, Sai Pramod Upadhyayula, Arjun Radhakrishna, Anurag Gupta
AutoTSG: Learning and Synthesis for Incident Troubleshooting. CoRR (2022)
Manish Shetty, Chetan Bansal, Sumit Kumar, Nikitha Rao, Nachiappan Nagappan
SoftNER: Mining knowledge graphs from cloud incidents. Empir. Softw. Eng. 27 (4) (2022)
Manish Shetty, Chetan Bansal, Suman Nath, Sean Bowles, Henry Wang, Ozgur Arman, Siamak Ahari
DeepAnalyze: Learning to Localize Crashes at Scale. ICSE (2022)
Supriyo Ghosh, Manish Shetty, Chetan Bansal, Suman Nath
How to fight production incidents?: an empirical study on a large-scale cloud service. SoCC (2022)
Manish Shetty, Chetan Bansal, Sai Pramod Upadhyayula, Arjun Radhakrishna, Anurag Gupta
AutoTSG: learning and synthesis for incident troubleshooting. ESEC/SIGSOFT FSE (2022)
Manish Shetty, Chetan Bansal
Mining Knowledge Graphs From Incident Reports. CoRR (2021)
Manish Shetty, Soumya Mary Alex, Merlin Moni, Fabia Edathadathil, Preetha Prasanna, Veena Menon, Vidya P. Menon, Prashanth Athri, Gowri Srinivasa
A Machine Learning Understanding of Sepsis. EMBC (2021)
Manish Shetty, Chetan Bansal, Sumit Kumar, Nikitha Rao, Nachiappan Nagappan, Thomas Zimmermann
Neural Knowledge Extraction From Cloud Service Incidents. ICSE (SEIP) (2021)
Manish Shetty, Chetan Bansal, Suman Nath, Sean Bowles, Henry Wang, Ozgur Arman, Siamak Ahari
Large-scale Crash Localization using Multi-Task Learning. CoRR (2021)
Manish Shetty, Chetan Bansal, Sumit Kumar, Nikitha Rao, Nachiappan Nagappan, Thomas Zimmermann
Neural Knowledge Extraction From Cloud Service Incidents. CoRR (2020)