NOVAID: Natural-language Observability Visualization Assistant for ITOps Dashboard Widget GenerationPratik MishraCaner Gözübüyüket al.2026IAAI 2026
Scalable Log Analysis with LLMs: A Case Study with IT Software SupportPranjal GuptaKaran Bhukaret al.2026IAAI 2026
ITBench: Evaluating AI Agents across Diverse Real-World IT Automation TasksSaurabh JhaRohan Aroraet al.2025ICML 2025
Correlating Multimodal Data Through Representations for Enhanced IT AutomationSeema NagarAtri Mandalet al.2025FSE 2025
Performance Optimizations for Scaling LLM based Log Analytics ToolHarshit KumarPranjal Guptaet al.2025ICPE 2025
LogAn: An LLM-Based Log Analytics Tool with Causal InferencingPranjal GuptaKaran Bhukaret al.2025ICPE 2025
Efficient Incident Summarization in ITOps: Leveraging Entity-based GroupingSuranjana SamantaOishik Chatterjeeet al.2024SSE 2024
CodeSift: An LLM-Based Reference-Less Framework for Automatic Code ValidationPooja AggarwalOishik Chatterjeeet al.2024CLOUD 2024
InsightsSumm: Summarization of ITOps Incidents through In-Context Prompt EngineeringSuranjana SamantaOishik Chatterjeeet al.2023CLOUD 2023