Rajmohan, Saravan

Automatic Root Cause Analysis via Large Language Models for Cloud Incidents

Chen, Y., Xie, H., Ma, M., Kang, Y., Gao, X., Shi, L., Cao, Y., Gao, X., Fan, H., Wen, M., et al. (2024) · Proceedings of the Nineteenth European Conference on Computer Systems

Software System Performance and ReliabilityCloud Computing and Resource Management

Cited by 190

Recommending Root-Cause and Mitigation Steps for Cloud Incidents using Large Language Models

Ahmed, T., Ghosh, S., Bansal, C., Zimmermann, T., Zhang, X., & Rajmohan, S. (2023) · 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE)

Software System Performance and ReliabilitySoftware Engineering Research

Cited by 148

ImDiffusion: Imputed Diffusion Models for Multivariate Time Series Anomaly Detection

Chen, Y., Zhang, C., Ma, M., Liu, Y., Ding, R., Li, B., He, S., Rajmohan, S., Lin, Q., & Zhang, D. (2023) · Proceedings of the VLDB Endowment

Anomaly Detection Techniques and ApplicationsTime Series Analysis and Forecasting

Cited by 139

Assess and Summarize: Improve Outage Understanding with Large Language Models

Jin, P., Zhang, S., Ma, M., Li, H., Kang, Y., Li, L., Liu, Y., Qiao, B., Zhang, C., Zhao, P., et al. (2023) · Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering

Software System Performance and ReliabilityCloud Computing and Resource Management

Cited by 50

Xpert: empowering incident management with query recommendations via large language models

Jiang, Y., Zhang, C., He, S., Yang, Z., Ma, M., Qin, S., Kang, Y., Dang, Y., Rajmohan, S., Lin, Q., et al. (2024) · Proceedings of the IEEE/ACM 46th International Conference on Software Engineering

Software System Performance and ReliabilitySoftware Engineering Research

Cited by 45

MonitorAssistant: simplifying cloud service monitoring via large language models

Yu, Z., Ma, M., Zhang, C., Qin, S., Kang, Y., Bansal, C., Rajmohan, S., Dang, Y., Pei, C., Pei, D., et al. (2024) · Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering

Software System Performance and ReliabilityAnomaly Detection Techniques and Applications

Cited by 32

Large Language Model-Brained GUI Agents: A Survey

Zhang, C., He, S., Qian, J., Li, B., Li, L., Qin, S., Kang, Y., Ma, M., Liu, G., Lin, Q., et al. (2024) · arXiv

Robotic Process Automation ApplicationsSoftware Testing and Debugging Techniques

Cited by 10

LEGOMem: Modular Procedural Memory for Multi-agent LLM Systems for Workflow Automation

Han, D., Couturier, C., Madrigal Diaz, D., Zhang, X., Rühle, V., & Rajmohan, S. (2026) · Proceedings of the 25th International Conference on Autonomous Agents and Multiagent Systems

AI-based Problem Solving and PlanningMulti-Agent Systems and Negotiation

Cited by 3

AIOpsLab: a holistic framework to evaluate AI agents for enabling autonomous clouds

Chen, Y., Shetty, M., Somashekar, G., Ma, M., Simmhan, Y., Mace, J., Bansal, C., Wang, R., & Rajmohan, S. (2025) · arXiv

Software System Performance and ReliabilityCloud Computing and Resource Management

Cited by 3

LEGOMem: Modular Procedural Memory for Multi-agent LLM Systems for Workflow Automation

Han, D., Couturier, C., Diaz, D. M., Zhang, X., Rühle, V., & Rajmohan, S. (2025) · arXiv

AI-based Problem Solving and PlanningMulti-Agent Systems and Negotiation

Cited by 3

Memora: A Harmonic Memory Representation Balancing Abstraction and Specificity

Xia, M., Zhang, X., Dixit, S., Harimurugan, P., Wang, R., Ruhle, V., Sim, R., Bansal, C., & Rajmohan, S. (2026) · arXiv

AI-based Problem Solving and PlanningInformation Retrieval and Search Behavior

Cited by 1

ACON: Optimizing Context Compression for Long-horizon LLM Agents

Kang, M., Chen, W.-N., Han, D., Inan, H. A., Wutschitz, L., Chen, Y., Sim, R., & Rajmohan, S. (2025) · arXiv

AI-based Problem Solving and PlanningTopic Modeling

Cited by 1

AutoSaddler: Automatic Harness Optimization with Durable Updates from Agent Execution Traces

Park, S., Kim, W., Tan, R., Zhang, J., Han, W.-S., Gao, P., Park, C., Yao, Y., Fu, R., Nallipogu, E., et al. (2026) · arXiv

Software Testing and Debugging TechniquesSoftware Engineering Research

Cited by 0

Long-Term Agent Memory through Complementary Curation and Consolidation

Gupta, A., Han, D., Diaz, D. M., Chen, W.-N., Das, M., Rühle, V., & Rajmohan, S. (2026) · arXiv

Speech and dialogue systemsAI-based Problem Solving and Planning

Cited by 0