| 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 | 202 | 2017 |
| 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 | 87 | 2023 |
| 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 | 61* | 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 | 60 | 2016 |
| 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 | 52 | 2017 |
| 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 | 49 | 2017 |
| 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 | 35 | 2022 |
| 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 | 35* | 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 | 27 | 2019 |
| 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 | 27 | 2015 |
| 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 | 13 | 2016 |
| 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 | 12 | 2023 |
| Dispatch guided allocation optimization for effective emergency response S Ghosh, P Varakantham Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018 | 12 | 2018 |
| Probabilistic inference based message-passing for resource constrained DCOPs S Ghosh, A Kumar, P Varakantham AAAI Press, 2015 | 12 | 2015 |
| 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 | 11 | 2024 |
| 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 | 10 | 2023 |
| 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 | 10 | 2022 |
| 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 | 7 | 2024 |
| 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 | 7 | 2013 |
| Multi-agent based railway track management system S Ghosh, A Dutta, MA Alam 2013 3rd IEEE International Advance Computing Conference (IACC), 1408-1413, 2013 | 7 | 2013 |
Pradeep VarakanthamProfessor of Computer Science, Lee Kuan Yew Fellow, Director of CARE.AI lab, School of Computing andVerified email at smu.edu.sg