Rajmohan, Saravan
- Automatic Root Cause Analysis via Large Language Models for Cloud Incidents
2023/05/25 by Yinfang Chen, Chen, Yinfang, Huaibing Xie +35 · 1 voice · 40 citations
Computer Science · Decision Sciences · #Cloud Data Security Solutions #Data Quality and Management #Software System Performance and Reliability #cs.SE
- Automated Root Causing of Cloud Incidents using In-Context Learning with GPT-4
2024/01/24 by Zhang, Xuchao, Ghosh, Supriyo, Bansal, Chetan +4 · 17 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE)
- Recommending Root-Cause and Mitigation Steps for Cloud Incidents using Large Language Models
2023/01/10 by Toufique Ahmed, Ahmed, Toufique, Supriyo Ghosh +9 · 12 citations
Computer Science · Decision Sciences · #Cloud Data Security Solutions #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software System Performance and Reliability
- Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation
2023/11/07 by Ruomeng Ding, Ding, Ruomeng, Chaoyun Zhang +17 · 17 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- COIN: Chance-Constrained Imitation Learning for Uncertainty-aware Adaptive Resource Oversubscription Policy
2024/01/13 by Lu Wang, Mayukh Das, Wang, Lu +21 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Cloud Computing and Resource Management #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)