Amit M. Paradkar
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
31
Venues
15
Active years
1990–2025
Best venue rank
A*
Where they publish
Papers
31 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICML | ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks. | 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 |
| 2024 | COMSNETS | Dynamic- X-Y: A Tool for Learning Dynamic Alert Suppression Policies in AIOps. | Karan Bhukar, Harshit Kumar, Seema Nagar, Pooja Aggarwal, Ian Manning, Rohan R. Arora, Ruchi Mahindru, Amit M. Paradkar, Matthew Thornhill, Stephen Cook, Jack Buggins |
| 2024 | ICSE | Dynamic Alert Suppression Policy for Noise Reduction in AIOps. | Karan Bhukar, Harshit Kumar, Ruchi Mahindru, Rohan R. Arora, Seema Nagar, Pooja Aggarwal, Amit M. Paradkar |
| 2020 | AAAI | Question Quality Improvement: Deep Question Understanding for Incident Management in Technical Support Domain. | Anupama Ray, Pooja Aggarwal, Csaba Hadhazi, Gargi Dasgupta, Amit M. Paradkar |
| 2020 | ICSOC | Localization of Operational Faults in Cloud Applications by Mining Causal Dependencies in Logs Using Golden Signals. | Pooja Aggarwal, Ajay Gupta, Prateeti Mohapatra, Seema Nagar, Atri Mandal, Qing Wang, Amit M. Paradkar |
| 2018 | ICSOC | 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 |
| 2016 | NOMS | Towards establishing causality between change and incident. | Sinem Gven, Karin Murthy, Larisa Shwartz, Amit M. Paradkar |
| 2014 | NOMS | Understanding the role of sentiment analysis in contract risk classification. | Sinem Gven, Mathias Steiner, Niyu Ge, Amit M. Paradkar |
| 2012 | ICSE | Inferring method specifications from natural language API descriptions. | Rahul Pandita, Xusheng Xiao, Hao Zhong, Tao Xie, Stephen Oney, Amit M. Paradkar |
| 2010 | ICST | Text2Test: Automated Inspection of Natural Language Use Cases. | Avik Sinha, Stanley M. Sutton Jr., Amit M. Paradkar |
| 2010 | ICWS | Use Cases to Process Specifications in Business Process Modeling Notation. | Avik Sinha, Amit M. Paradkar |
| 2010 | RE | Extending Automated Analysis of Natural Language Use Cases to Other Languages. | Avik Sinha, Amit M. Paradkar, Hironori Takeuchi, Taiga Nakamura |
| 2009 | DSN | A linguistic analysis engine for natural language use case description and its application to dependability analysis in industrial use cases. | Avik Sinha, Amit M. Paradkar, Palani Kumanan, Branimir Boguraev |
| 2008 | ICSE | Time will tell: fault localization using time spectra. | Cemal Yilmaz, Amit M. Paradkar, Clay Williams |
| 2008 | ICSOC | Specify Once Test Everywhere: Analyzing Invariants to Augment Service Descriptions for Automated Test Generation. | Amit M. Paradkar, Avik Sinha |
| 2008 | ICST | Less is More: A Minimalistic Approach to UML Model-Based Conformance Test Generation. | Matthew Kaplan, Tim Klinger, Amit M. Paradkar, Avik Sinha, Clay Williams, Cemal Yilmaz |
| 2008 | ISSTA | Finding bugs in dynamic web applications. | Shay Artzi, Adam Kiezun, Julian Dolby, Frank Tip, Danny Dig, Amit M. Paradkar, Michael D. Ernst |
| 2008 | MODELS | Requirements Modeling and Validation Using Bi-layer Use Case Descriptions. | Avik Sinha, Matthew Kaplan, Amit M. Paradkar, Clay Williams |
| 2007 | ICSE | Automation of Software Test - Report on the Second Interional Workshop AST 2007. | Hong Zhu, W. Eric Wong, Amit M. Paradkar |
| 2007 | ICWS | Automated Functional Conformance Test Generation for Semantic Web Services. | Amit M. Paradkar, Avik Sinha, Clay Williams, Robert D. Johnson, Susan Outterson, Charles Shriver, Carol Liang |
| 2006 | ISSTA | Model-based functional conformance testing of web services operating on persistent data. | Avik Sinha, Amit M. Paradkar |
| 2005 | ICSE | A software flaw taxonomy: aiming tools at security. | Sam Weber, Paul A. Karger, Amit M. Paradkar |
| 2004 | COMPSAC | Automated Consistency and Completeness Checking of Testing Models for Interactive Systems. | Amit M. Paradkar, Tim Klinger |
| 2004 | ISSRE | Plannable Test Selection Criteria for FSMs Extracted From Operational Specifications. | Amit M. Paradkar |
| 2003 | SAC | Towards Model-Based Generation of Self-Priming and Self-Checking Conformance Tests for Interactive Systems. | Amit M. Paradkar |
| 2000 | ISSRE | SALT - An Integrated Environment to Automate Generation of Function Tests for APIs. | Amit M. Paradkar |
| 1999 | ISSRE | Efficient regression testing of multi-panel systems. | Clay Williams, Amit M. Paradkar |
| 1996 | ISSRE | Automatic test generation for predicates. | Amit M. Paradkar, Kuo-Chung Tai, Mladen A. Vouk |
| 1995 | ISSRE | Test generation for Boolean expressions. | Amit M. Paradkar, Kuo-Chung Tai |
| 1994 | ISSRE | Empirical studies of predicate-based software testing. | Mladen A. Vouk, Kuo-Chung Tai, Amit M. Paradkar |
| 1990 | COMPSAC | Modeling execution time of multi-stage N-version fault-tolerant software. | Mladen A. Vouk, Amit M. Paradkar, David F. McAllister |