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Amit M. Paradkar

Amitkumar M. Paradkar

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affiliation: IBM T. J. Watson Research Center, Hawthorne

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Books and Theses

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2018
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Kristof Kloeckner, John Davis, Nicholas C. Fuller, Giovanni Lanfranchi, Stefan Pappe, Amit M. Paradkar, Larisa Shwartz, Maheswaran Surendra, Dorothea Wiesmann:
Transforming the IT Services Lifecycle with AI Technologies. Springer Briefs in Computer Science, Springer 2018, ISBN 978-3-319-94047-2, pp. 1-100

Journal Articles

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2018
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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:
Building a cognitive platform for the managed IT services lifecycle. IBM J. Res. Dev. 62(1): 8:1-8:11 (2018)
2010
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Shay Artzi, Adam Kiezun, Julian Dolby, Frank Tip, Danny Dig, Amit M. Paradkar, Michael D. Ernst:
Finding Bugs in Web Applications Using Dynamic Test Generation and Explicit-State Model Checking. IEEE Trans. Software Eng. 36(4): 474-494 (2010)
2006
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Amit M. Paradkar:
A quest for appropriate software fault models: Case studies on fault detection effectiveness of model-based test generation techniques. Inf. Softw. Technol. 48(10): 949-959 (2006)
2005
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Clay Williams, Matthew Kaplan, Tim Klinger, Amit M. Paradkar:
Toward Engineered, Useful Use Cases. J. Object Technol. 4(6): 45-57 (2005)
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Amit M. Paradkar:
Case studies on fault detection effectiveness of model based test generation techniques. ACM SIGSOFT Softw. Eng. Notes 30(4): 1-7 (2005)
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Sam Weber, Paul A. Karger, Amit M. Paradkar:
A software flaw taxonomy: aiming tools at security. ACM SIGSOFT Softw. Eng. Notes 30(4): 1-7 (2005)
2004
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Amit M. Paradkar:
Towards model-based generation of self-priming and self-checking conformance tests for interactive system. Inf. Softw. Technol. 46(5): 315-322 (2004)
1997
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Amit M. Paradkar, Kuo-Chung Tai, Mladen A. Vouk:
Specification-Based Testing Using Cause-Effect Graphs. Ann. Softw. Eng. 4: 133-157 (1997)
1996
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Amit M. Paradkar, Kuo-Chung Tai, Mladen A. Vouk:
Automatic test-generation for predicates [software testing]. IEEE Trans. Reliab. 45(4): 515-530 (1996)
1994
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Kuo-Chung Tai, Mladen A. Vouk, Amit M. Paradkar, Peng Lu:
Evaluation of a Predicate-Based Software Testing Strategy. IBM Syst. J. 33(3): 445-457 (1994)

Conference and Workshop Papers

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2024
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Karan Bhukar, Harshit Kumar, Seema Nagar, Pooja Aggarwal, Ian Manning, Rohan Arora, Ruchi Mahindru, Amit M. Paradkar, Matthew Thornhill, Stephen Cook, Jack Buggins:
Dynamic- X-Y: A Tool for Learning Dynamic Alert Suppression Policies in AIOps. COMSNETS 2024: 291-293
2021
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Pooja Aggarwal, Seema Nagar, Ajay Gupta, Larisa Shwartz, Prateeti Mohapatra, Qing Wang, Amit M. Paradkar, Atri Mandal:
Causal Modeling based Fault Localization in Cloud Systems using Golden Signals. CLOUD 2021: 124-135
2020
[c41]
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Anupama Ray, Pooja Aggarwal, Csaba Hadhazi, Gargi Dasgupta, Amit M. Paradkar:
Question Quality Improvement: Deep Question Understanding for Incident Management in Technical Support Domain. AAAI 2020: 13196-13203
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Pooja Aggarwal, Ajay Gupta, Prateeti Mohapatra, Seema Nagar, Atri Mandal, Qing Wang, Amit M. Paradkar:
Localization of Operational Faults in Cloud Applications by Mining Causal Dependencies in Logs Using Golden Signals. ICSOC Workshops 2020: 137-149
2018
[c39]
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Sethuramalingam Subramaniam, Pooja Aggarwal, Gargi Banerjee Dasgupta, Amit M. Paradkar:
COBOTS - A Cognitive Multi-Bot Conversational Framework for Technical Support. AAMAS 2018: 597-604
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Prateeti Mohapatra, Yu Deng, Abhirut Gupta, Gargi Dasgupta, Amit M. Paradkar, Ruchi Mahindru, Daniela Rosu, Shu Tao, Pooja Aggarwal:
Domain Knowledge Driven Key Term Extraction for IT Services. ICSOC 2018: 489-504
2016
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Sinem Güven, Karin Murthy, Larisa Shwartz, Amit M. Paradkar:
Towards establishing causality between change and incident. NOMS 2016: 937-942
2014
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Sinem Güven, Mathias Steiner, Tsuyoshi Idé, Amit M. Paradkar, Sergey Makogon, Alejandro Venegas:
Mining for Gold: How to Predict Service Contract Performance with Optimal Accuracy Based on Ordinal Risk Assessment Data. IEEE SCC 2014: 315-322
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Sinem Güven, Mathias Steiner, Niyu Ge, Amit M. Paradkar:
Understanding the role of sentiment analysis in contract risk classification. NOMS 2014: 1-6
2012
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Rahul Pandita, Xusheng Xiao, Hao Zhong, Tao Xie, Stephen Oney, Amit M. Paradkar:
Inferring method specifications from natural language API descriptions. ICSE 2012: 815-825
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Xusheng Xiao, Amit M. Paradkar, Suresh Thummalapenta, Tao Xie:
Automated extraction of security policies from natural-language software documents. SIGSOFT FSE 2012: 12
2010
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Avik Sinha, Stanley M. Sutton Jr., Amit M. Paradkar:
Text2Test: Automated Inspection of Natural Language Use Cases. ICST 2010: 155-164
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Avik Sinha, Amit M. Paradkar:
Use Cases to Process Specifications in Business Process Modeling Notation. ICWS 2010: 473-480
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Avik Sinha, Amit M. Paradkar, Hironori Takeuchi, Taiga Nakamura:
Extending Automated Analysis of Natural Language Use Cases to Other Languages. RE 2010: 364-369
2009
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Avik Sinha, Amit M. Paradkar, Palani Kumanan, Branimir Boguraev:
A linguistic analysis engine for natural language use case description and its application to dependability analysis in industrial use cases. DSN 2009: 327-336
2008
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Cemal Yilmaz, Amit M. Paradkar, Clay Williams:
Time will tell: fault localization using time spectra. ICSE 2008: 81-90
[c27]
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Amit M. Paradkar, Avik Sinha:
Specify Once Test Everywhere: Analyzing Invariants to Augment Service Descriptions for Automated Test Generation. ICSOC 2008: 551-557
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Matthew Kaplan, Tim Klinger, Amit M. Paradkar, Avik Sinha, Clay Williams, Cemal Yilmaz:
Less is More: A Minimalistic Approach to UML Model-Based Conformance Test Generation. ICST 2008: 82-91
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Sam Weber, Amitkumar M. Paradkar, Suzanne McIntosh, David C. Toll, Paul A. Karger, Matthew Kaplan, Elaine R. Palmer:
The Feasibility of Automated Feedback-Directed Specification-Based Test Generation: A Case Study of a High-Assurance Operating System. ISSRE 2008: 229-238
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Shay Artzi, Adam Kiezun, Julian Dolby, Frank Tip, Danny Dig, Amit M. Paradkar, Michael D. Ernst:
Finding bugs in dynamic web applications. ISSTA 2008: 261-272
[c23]
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Avik Sinha, Matthew Kaplan, Amit M. Paradkar, Clay Williams:
Requirements Modeling and Validation Using Bi-layer Use Case Descriptions. MoDELS 2008: 97-112
2007
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Hong Zhu, W. Eric Wong, Amit M. Paradkar:
Automation of Software Test - Report on the Second Interional Workshop AST 2007. ICSE Companion 2007: 150-151
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Amit M. Paradkar, Avik Sinha, Clay Williams, Robert D. Johnson, Susan Outterson, Charles Shriver, Carol Liang:
Automated Functional Conformance Test Generation for Semantic Web Services. ICWS 2007: 110-117
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Alan Hartman, Mika Katara, Amit M. Paradkar:
Domain specific approaches to software test automation. ESEC/SIGSOFT FSE 2007: 621-622
2006
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Amit M. Paradkar, Suzanne McIntosh, Sam Weber, David C. Toll, Paul A. Karger, Matt Kaplan:
Chicken & Egg: Dependencies in Security Testing and Compliance with Common Criteria Evaluations. ISSSE 2006
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Avik Sinha, Amit M. Paradkar:
Model-based functional conformance testing of web services operating on persistent data. TAV-WEB 2006: 17-22
2005
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Amit M. Paradkar:
Case studies on fault detection effectiveness of model based test generation techniques. A-MOST 2005
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Sam Weber, Paul A. Karger, Amit M. Paradkar:
A software flaw taxonomy: aiming tools at security. SESS@ICSE 2005: 1-7
2004
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Amit M. Paradkar, Tim Klinger:
Automated Consistency and Completeness Checking of Testing Models for Interactive Systems. COMPSAC 2004: 342-348
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Donald P. Pazel, Pradeep Varma, Amit M. Paradkar, Beth Tibbitts, Ashok Anand, Philippe Charles:
A Framework and Tool for Porting Assessment and Remediation. ICSM 2004: 504
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Amit M. Paradkar:
Plannable Test Selection Criteria for FSMs Extracted From Operational Specifications. ISSRE 2004: 173-184
2003
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Amit M. Paradkar:
Selecting Small Yet Effective Set of Test Data. Applied Informatics 2003: 1013-1019
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Amit M. Paradkar:
Towards Model-Based Generation of Self-Priming and Self-Checking Conformance Tests for Interactive Systems. SAC 2003: 1110-1117
2000
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Amit M. Paradkar:
SALT - An Integrated Environment to Automate Generation of Function Tests for APIs. ISSRE 2000: 304-316
1999
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Clay Williams, Amit M. Paradkar:
Efficient regression testing of multi-panel systems. ISSRE 1999: 158-165
1996
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Amit M. Paradkar:
Inter-class testing of O-O software in the presence of polymorphism. CASCON 1996: 30
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Amit M. Paradkar, Kuo-Chung Tai, Mladen A. Vouk:
Automatic test generation for predicates. ISSRE 1996: 66-75
1995
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Amit M. Paradkar:
A new solution to test generation for Boolean expressions. CASCON 1995: 48
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Amit M. Paradkar, Kuo-Chung Tai:
Test generation for Boolean expressions. ISSRE 1995: 106-115
1994
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Amit M. Paradkar:
On the experience of using cause-effect graphs for software specification and test generation. CASCON 1994: 51
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Mladen A. Vouk, Kuo-Chung Tai, Amit M. Paradkar:
Empirical studies of predicate-based software testing. ISSRE 1994: 55-64
1993
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Kuo-Chung Tai, Amit M. Paradkar, Hsun-Kang Su, Mladen A. Vouk:
Fault-based test generation for cause-effect graphs. CASCON 1993: 495-504
1990
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Mladen A. Vouk, Amit M. Paradkar, David F. McAllister:
Modeling execution time of multi-stage N-version fault-tolerant software. COMPSAC 1990: 505-511

Editorship

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2007
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Hong Zhu, W. Eric Wong, Amit M. Paradkar:
Proceedings of the Second International Workshop on Automation of Software Test, AST 2007, Minneapolis, MN, USA, May 26-26, 2007. IEEE Computer Society 2007, ISBN 0-7695-2892-9 [contents]
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Alan Hartman, Mika Katara, Amit M. Paradkar:
Proceedings of the 2007 Workshop on Domain Specific Approaches to Software Test Automation, DOSTA 2007, Dubrovnik, Croatia, September 4, 2007. ACM 2007, ISBN 978-1-59593-726-1 [contents]

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2010
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Antonia Bertolino, Wolfgang Grieskamp, Robert M. Hierons, Yves Le Traon, Bruno Legeard, Henry Muccini, Amit M. Paradkar, David S. Rosenblum, Jan Tretmans:
Model-Based Testing for the Cloud. Practical Software Testing: Tool Automation and Human Factors 2010

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