Exploring LLM-based Agents for Root Cause Analysis

Exploring LLM-based Agents for Root Cause Analysis

7 March 2024

Rodrigo Fonseca

Saravan Rajmohan

Papers citing "Exploring LLM-based Agents for Root Cause Analysis"

10 / 10 papers shown

Title
Open Challenges in Multi-Agent Security: Towards Secure Systems of Interacting AI Agents Christian Schroeder de Witt AAML AI4CE 174 1 0 04 May 2025
Frontier AI's Impact on the Cybersecurity Landscape Wenbo Guo Yujin Potter Tianneng Shi Zhun Wang Andy Zhang Dawn Song 52 2 0 07 Apr 2025
Online Multi-modal Root Cause Analysis Lecheng Zheng Zhengzhang Chen Haifeng Chen Jingrui He 35 0 0 13 Oct 2024
NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls Kinjal Basu Ibrahim Abdelaziz Kelsey Bradford M. Crouse Kiran Kate ... Yara Rizk Xin Wang Luis Lastras Pavan Kapanipathi Pavan Kapanipathi 33 7 0 04 Sep 2024
From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future Haolin Jin Linghan Huang Haipeng Cai Jun Yan Bo Li Huaming Chen 78 27 0 05 Aug 2024
LEMMA-RCA: A Large Multi-modal Multi-domain Dataset for Root Cause Analysis Lecheng Zheng Zhengzhang Chen Dongjie Wang Chengyuan Deng Reon Matsuoka Haifeng Chen 18 3 0 08 Jun 2024
Towards Unlocking Insights from Logbooks Using AI Antonin Sulc Alex Bien Annika Eichler Daniel Ratner Florian Rehm ... Raimund Kammering Thorsten Hellert T. Wilksen Verena Kain Wan-Lin Hu 37 2 0 25 May 2024
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 267 2,510 0 06 Oct 2022
AutoTSG: Learning and Synthesis for Incident Troubleshooting Manish Shetty Chetan Bansal Sai Pramod Upadhyayula Arjun Radhakrishna Anurag Gupta 56 19 0 26 May 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 395 8,559 0 28 Jan 2022