conftrace_

Suranjana Samanta

3 papers · 2021–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 👥 Mega-Team (40)

Conferences

AAAI (2) ICML (1)

Top co-authors

Prateeti Mohapatra (3) Ruchi Mahindru (2) Debanjana Kar (2) Ting Dai (2) Pooja Aggarwal (2) Oishik Chatterjee (2) Steve Barbier (1) Saurabh Jha (1) Arthur de Magalhaes (1) Brad Blancett (1)

Keywords

site reliability engineering (2) information retrieval (1) code generation (1) script generation (1) large language model (1) conversational analysis (1) information extraction (1) incident remediation (1)

Papers

ScriptSmith: A Unified LLM Framework for Enhancing IT Operations via Automated Bash Script Generation, Assessment, and Refinement AAAI 2025 ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks ICML 2025 Carbon to Diamond: An Incident Remediation Assistant System From Site Reliability Engineers’ Conversations in Hybrid Cloud Operations AAAI 2021