Laura Shwartz

12 papers A* 1A 1B 2Journal 5Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Think Locally, Explain Globally: Graph-Guided LLM Investigations via Local Reasoning and Belief Propagation.
CoRR
Saurabh Jha, Rohan R. Arora, Bhavya, Noah Zheutlin, Paulina Toro Isaza, Laura Shwartz, Yu Deng, Daby Sow, Ruchi Mahindru, Ruchir Puri
2025 J jnl
Causal AI-based Root Cause Identification: Research to Practice at Scale.
CoRR
Saurabh Jha, Ameet Rahane, Laura Shwartz, Marc Palaci-Olgun, Frank Bagehorn, Jesus Rios, Dan Stingaciu, Ragu Kattinakere, Debasish Banerjee
2025 A* conf
ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks.
ICML
Saurabh Jha, Rohan R. Arora, Yuji Watanabe, Takumi Yanagawa, Yinfang Chen, Jackson Clark, Bhavya, Mudit Verma, Harshit Kumar, Hirokuni Kitahara, Noah Zheutlin, Saki Takano, Divya Pathak, Felix George, Xinbo Wu, Bekir O. Turkkan, Gerard Vanloo, Michael Nidd, Ting Dai, Oishik Chatterjee, Pranjal Gupta, Suranjana Samanta, Pooja Aggarwal, Rong Lee, Jae-wook Ahn, Debanjana Kar, Amit M. Paradkar, Yu Deng, Pratibha Moogi, Prateeti Mohapatra, Naoki Abe, Chandrasekhar Narayanaswami, Tianyin Xu, Lav R. Varshney, Ruchi Mahindru, Anca Sailer, Laura Shwartz, Daby Sow, Nicholas C. Fuller, Ruchir Puri
2025 J jnl
ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks.
CoRR
Saurabh Jha, Rohan R. Arora, Yuji Watanabe, Takumi Yanagawa, Yinfang Chen, Jackson Clark, Bhavya, Mudit Verma, Harshit Kumar, Hirokuni Kitahara, Noah Zheutlin, Saki Takano, Divya Pathak, Felix George, Xinbo Wu, Bekir O. Turkkan, Gerard Vanloo, Michael Nidd, Ting Dai, Oishik Chatterjee, Pranjal Gupta, Suranjana Samanta, Pooja Aggarwal, Rong Lee, Pavankumar Murali, Jae-wook Ahn, Debanjana Kar, Ameet Rahane, Carlos Fonseca, Amit M. Paradkar, Yu Deng, Pratibha Moogi, Prateeti Mohapatra, Naoki Abe, Chandrasekhar Narayanaswami, Tianyin Xu, Lav R. Varshney, Ruchi Mahindru, Anca Sailer, Laura Shwartz, Daby Sow, Nicholas C. Fuller, Ruchir Puri
2024 — conf
Fault Localization Using Interventional Causal Learning for Cloud-Native Applications.
DSN-S
Saurabh Jha, Jesus Rios, Naoki Abe, Frank Bagehorn, Laura Shwartz
2023 — conf
Proactive Continuous Operations using Large Language Models (LLMs) and AIOps.
CASCON
Hausi A. Müller, Marin Litoiu, Luis F. Rivera, Mohammadreza Rasolroveicy, Norha M. Villegas, Gabriel Tamura, Ian Watts, Eric Erpenbach, Laura Shwartz
2023 — conf
Using Digital Twins for Software Change Risk Assessment Toward Proactive AIOps.
CASCON
Luis F. Rivera, Norha M. Villegas, Gabriel Tamura, Hausi A. Müller, Ian Watts, Eric Erpenbach, Laura Shwartz, Xiaotong Liu
2022 B conf
Improving Model Performance Using Metric-Guided Data Selection Framework.
IEEE Big Data
Paulina Toro Isaza, Yu Deng, Michael Nidd, Amar Prakash Azad, Laura Shwartz
2022 B conf
Localizing and Explaining Faults in Microservices Using Distributed Tracing.
CLOUD
Jesus Rios, Saurabh Jha, Laura Shwartz
2019 A conf
Towards Automated Planning for Enterprise Services: Opportunities and Challenges.
ICSOC
Maja Vukovic, Scott N. Gerard, Rick Hull, Michael Katz, Laura Shwartz, Shirin Sohrabi, Christian Muise, John J. Rofrano, Anup K. Kalia, Jinho Hwang, Yabin Dang, Jie Ma, Zhuoxuan Jiang
2007 J jnl
A configuration management database architecture in support of IBM Service Management.
IBM Syst. J.
Hari Madduri, Shepherd S. B. Shi, Ron Baker, Naga Ayachitula, Laura Shwartz, Maheswaran Surendra, Carole Corley, Messaoud Benantar, Sushma Patel
2005 J jnl
On weak convergence of iterates in quantum Lp-spaces (p≥1).
Int. J. Math. Math. Sci.
Genady Grabarnik, Alexander A. Katz, Laura Shwartz