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Supriyo Ghosh
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Dynamic repositioning to reduce lost demand in bike sharing systems
S Ghosh, P Varakantham, Y Adulyasak, P Jaillet
Journal of Artificial Intelligence Research 58, 387-430, 2017
2032017
Recommending root-cause and mitigation steps for cloud incidents using large language models
T Ahmed, S Ghosh, C Bansal, T Zimmermann, X Zhang, S Rajmohan
2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE …, 2023
912023
Automatic root cause analysis via large language models for cloud incidents
Y Chen, H Xie, M Ma, Y Kang, X Gao, L Shi, Y Cao, X Gao, H Fan, M Wen, ...
Proceedings of the Nineteenth European Conference on Computer Systems, 674-688, 2024
70*2024
Robust Repositioning to Counter Unpredictable Demand in Bike Sharing Systems
S Ghosh, M Trick, P Varakantham
International Joint Conference on Artificial Intelligence (IJCAI), 2016
602016
Incentivizing the use of bike trailers for dynamic repositioning in bike sharing systems
S Ghosh, P Varakantham
Proceedings of the International Conference on Automated Planning and …, 2017
522017
Online repositioning in bike sharing systems
M Lowalekar, P Varakantham, S Ghosh, S Jena, P Jaillet
Proceedings of the International Conference on Automated Planning and …, 2017
492017
How to fight production incidents? an empirical study on a large-scale cloud service
S Ghosh, M Shetty, C Bansal, S Nath
Proceedings of the 13th Symposium on Cloud Computing, 126-141, 2022
362022
A deep ensemble method for multi-agent reinforcement learning: A case study on air traffic control
S Ghosh, S Laguna, SH Lim, L Wynter, H Poonawala
Proceedings of the International Conference on Automated Planning and …, 2021
36*2021
Improving Customer Satisfaction in Bike Sharing Systems through Dynamic Repositioning
S Ghosh, JY Koh, P Jaillet
Twenty-Eighth International Joint Conference on Artificial Intelligence …, 2019
272019
Dynamic redeployment to counter congestion or starvation in vehicle sharing systems
S Ghosh, P Varakantham, Y Adulyasak, P Jaillet
Proceedings of the International Conference on Automated Planning and …, 2015
272015
Deep offline reinforcement learning for real-world treatment optimization applications
M Nambiar, S Ghosh, P Ong, YE Chan, YM Bee, P Krishnaswamy
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
132023
Strategic planning for setting up base stations in emergency medical systems
S Ghosh, P Varakantham
Proceedings of the International Conference on Automated Planning and …, 2016
132016
Automated root causing of cloud incidents using in-context learning with gpt-4
X Zhang, S Ghosh, C Bansal, R Wang, M Ma, Y Kang, S Rajmohan
Companion Proceedings of the 32nd ACM International Conference on the …, 2024
122024
Detection is better than cure: A cloud incidents perspective
V Ganatra, A Parayil, S Ghosh, Y Kang, M Ma, C Bansal, S Nath, J Mace
Proceedings of the 31st ACM Joint European Software Engineering Conference …, 2023
122023
Dispatch guided allocation optimization for effective emergency response
S Ghosh, P Varakantham
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
122018
Probabilistic inference based message-passing for resource constrained DCOPs
S Ghosh, A Kumar, P Varakantham
AAAI Press, 2015
122015
Picking pearl from seabed: Extracting artefacts from noisy issue triaging collaborative conversations for hybrid cloud services
AP Azad, S Ghosh, A Gupta, H Kumar, P Mohapatra, L Eckstein, L Posner, ...
Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 12440 …, 2022
102022
X-lifecycle learning for cloud incident management using llms
D Goel, F Husain, A Singh, S Ghosh, A Parayil, C Bansal, X Zhang, ...
Companion Proceedings of the 32nd ACM International Conference on the …, 2024
72024
Modeling of multiagent based railway system using BDI logic
A Bhardwaj, S Ghosh, A Dutta
International Conference on Future Trends in Computing and Communication, 2013
72013
Multi-agent based railway track management system
S Ghosh, A Dutta, MA Alam
2013 3rd IEEE International Advance Computing Conference (IACC), 1408-1413, 2013
72013
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