Ruchi Mahindru

According to our database, Ruchi Mahindru authored at least 31 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

ScriptSmith: A Unified LLM Framework for Enhancing IT Operations via Automated Bash Script Generation, Assessment, and Refinement.

Oishik Chatterjee, Pooja Aggarwal, Suranjana Samanta, Ting Dai, Prateeti Mohapatra, Debanjana Kar, Ruchi Mahindru, Steve Barbieri, Eugen Postea, Brad Blancett, Arthur De Magalhaes

CoRR, 2024

Retrieval Augmented Generation-Based Incident Resolution Recommendation System for IT Support.

Paulina Toro Isaza, Michael Nidd, Noah Zheutlin, Jae-wook Ahn, Chidansh Amitkumar Bhatt, Yu Deng, Ruchi Mahindru, Martin Franz, Hans Florian, Salim Roukos

CoRR, 2024

Dynamic Alert Suppression Policy for Noise Reduction in AIOps.

Karan Bhukar, Harshit Kumar, Ruchi Mahindru, Rohan Arora, Seema Nagar, Pooja Aggarwal, Amit M. Paradkar

Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Practice, 2024

Dynamic- X-Y: A Tool for Learning Dynamic Alert Suppression Policies in AIOps.

Karan Bhukar, Harshit Kumar, Seema Nagar, Pooja Aggarwal, Ian Manning, Rohan Arora, Ruchi Mahindru, Amit M. Paradkar, Matthew Thornhill, Stephen Cook, Jack Buggins

Proceedings of the 16th International Conference on COMmunication Systems & NETworkS, 2024

2023

IDMU: Impact Driven Machine Unlearning.

Shubhi Asthana, Bing Zhang, Ruchi Mahindru, Indervir Singh Banipal, Pawan Chowdhary

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Metadata-based retrieval for resolution recommendation in AIOps.

Harshit Kumar, Ruchi Mahindru, Debanjana Kar

Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

Cough Diary based on Sound Classification, Source Validation and Event Detection.

Michal Muszynski, Jeffrey Okyere, Ruchi Mahindru, Thomas Brunschwiler

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

Mapping of Financial Services datasets using Human-in-the-Loop.

Shubhi Asthana, Ruchi Mahindru

Proceedings of the 3rd ACM International Conference on AI in Finance, 2022

Integrated Data Mapping Engine (DaME) for Financial Services.

Shubhi Asthana, Ruchi Mahindru

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Technical Question Answering across Tasks and Domains.

Wenhao Yu, Lingfei Wu, Yu Deng, Qingkai Zeng, Ruchi Mahindru, Sinem Güven, Meng Jiang

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Papers, 2021

Log Anomaly to Resolution: AI Based Proactive Incident Remediation.

Ruchi Mahindru, Harshit Kumar, Sahil Bansal

Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

2020

Dynamic Faceted Search for Technical Support Exploiting Induced Knowledge.

Nandana Mihindukulasooriya, Ruchi Mahindru, Md. Faisal Mahbub Chowdhury, Yu Deng, Nicolas Rodolfo Fauceglia, Gaetano Rossiello, Sarthak Dash, Alfio Gliozzo, Shu Tao

Proceedings of the Semantic Web - ISWC 2020, 2020

A Technical Question Answering System with Transfer Learning.

Wenhao Yu, Lingfei Wu, Yu Deng, Ruchi Mahindru, Qingkai Zeng, Sinem Güven, Meng Jiang

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2020

2018

Building a cognitive platform for the managed IT services lifecycle.

Kristof Kloeckner, Constantin Adam, Nikos Anerousis, Naga Ayachitula, Muhammed Fatih Bulut, Gargi Dasgupta, Yu Deng, Yixin Diao, Nicholas C. Fuller, Sandeep Gopisetty, Milton Hernandez, Jinho Hwang, Pietro Iannucci, Anup K. Kalia, Giovanni Lanfranchi, David Lanyi, Heiko Ludwig, A. Mahamuni, Ruchi Mahindru, Fan Jing Meng, Hamid R. Motahari Nezhad, Karin Murthy, Taiga Nakamura, Amit M. Paradkar, Dennis A. Perpetua, Birgit Pfitzmann, Daniela Rosu, Larisa Shwartz, Zhong Su, Maheswaran Surendra, Shu Tao, Hagen Völzer, Maja Vukovic, Dorothea Wiesmann, S. Wozniak, Gary Wright, Jin Xiao, Sai Zeng

IBM J. Res. Dev., 2018

Domain Knowledge Driven Key Term Extraction for IT Services.

Prateeti Mohapatra, Yu Deng, Abhirut Gupta, Gargi Dasgupta, Amit M. Paradkar, Ruchi Mahindru, Daniela Rosu, Shu Tao, Pooja Aggarwal

Proceedings of the Service-Oriented Computing - 16th International Conference, 2018

2017

Business Resiliency Framework for Enterprise Workloads in the Cloud.

Valentina Salapura, Ruchi Mahindru, Richard E. Harper

Proceedings of the CLOSER 2017, 2017

2016

Enabling enterprise-level workloads in the enterprise-class cloud.

Valentina Salapura, Ruchi Mahindru

IBM J. Res. Dev., 2016

Enabling Enterprise-Class Workloads in the Cloud.

Valentina Salapura, Ruchi Mahindru

Proceedings of the 2016 IEEE International Conference on Cloud Engineering, 2016

Activating Protection and Exercising Recovery Against Large-Scale Outages on the Cloud.

Long Wang, Harigovind V. Ramasamy, Ruchi Mahindru, Richard E. Harper

Proceedings of the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2016

Availability Considerations for Mission Critical Applications in the Cloud.

Valentina Salapura, Ruchi Mahindru

Proceedings of the CLOSER 2016, 2016

Disaster Recovery for Cloud-Hosted Enterprise Applications.

Long Wang, Richard E. Harper, Ruchi Mahindru, Harigovind V. Ramasamy

Proceedings of the 9th IEEE International Conference on Cloud Computing, 2016

2014

Software defined unified monitoring and management of clouds.

Ruchi Mahindru, Ronnie Sarkar, M. Viswanathan

IBM J. Res. Dev., 2014

2013

An Ontology-Based Framework for Model-Driven Analysis of Situations in Data Centers.

Yu Deng, Ronnie Sarkar, HariGovind V. Ramasamy, Rafah Hosn, Ruchi Mahindru

Proceedings of the 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28, 2013

2011

Automated Incident Management for a Platform-as-a-Service Cloud.

Soumitra Sarkar, Ruchi Mahindru, Rafah Hosn, Norbert G. Vogl, HariGovind V. Ramasamy

Proceedings of the USENIX Workshop on Hot Topics in Management of Internet, 2011

2009

Characteristics of document similarity measures for compliance analysis.

Asad B. Sayeed, Soumitra Sarkar, Yu Deng, Rafah Hosn, Ruchi Mahindru, Nithya Rajamani

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

Performance problem prediction in transaction-based e-business systems.

Manoj K. Agarwal, Gautam Kar, Ruchi Mahindru, Anindya Neogi, Anca Sailer

IEEE Trans. Netw. Serv. Manag., 2008

Enhanced Maintenance Services with Automatic Structuring of IT Problem Ticket Data.

Anca Sailer, Xing Wei, Ruchi Mahindru

Proceedings of the 2008 IEEE International Conference on Services Computing (SCC 2008), 2008

2007

Automatic Structuring of IT Problem Ticket Data for Enhanced Problem Resolution.

Xing Wei, Anca Sailer, Ruchi Mahindru, Gautam Kar

Proceedings of the Integrated Network Management, 2007

2006

Approximating Subtree Distances Between Phylogenies.

Maria Luisa Bonet, Katherine St. John, Ruchi Mahindru, Nina Amenta

J. Comput. Biol., 2006

2004

Evaluating Ontology Cleaning.

Christopher A. Welty, Ruchi Mahindru, Jennifer Chu-Carroll

Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004

2003

IBM's PIQUANT in TREC2003.

John M. Prager, Jennifer Chu-Carroll, Krzysztof Czuba, Christopher A. Welty, Abraham Ittycheriah, Ruchi Mahindru

Proceedings of The Twelfth Text REtrieval Conference, 2003