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Nachiappan Nagappan

Nachi Nagappan

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affiliation: Facebook
affiliation (former): Microsoft Research, Redmond, WA

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2020 – today

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2024
[j27]
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Vijayaraghavan Murali, Chandra Shekhar Maddila, Imad Ahmad, Michael Bolin, Daniel Cheng, Negar Ghorbani, Renuka Fernandez, Nachiappan Nagappan, Peter C. Rigby:
AI-Assisted Code Authoring at Scale: Fine-Tuning, Deploying, and Mixed Methods Evaluation. Proc. ACM Softw. Eng. 1(FSE): 1066-1085 (2024)
[c130]
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Omer Dunay, Daniel Cheng, Adam Tait, Parth Thakkar, Peter C. Rigby, Andy Chiu, Imad Ahmad, Arun Ganesan, Chandra Shekhar Maddila, Vijayaraghavan Murali, Ali Tayyebi, Nachiappan Nagappan:
Multi-line AI-Assisted Code Authoring. SIGSOFT FSE Companion 2024: 150-160
[i28]
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  - journals/corr/abs-2402-04141
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Omer Dunay, Daniel Cheng, Adam Tait, Parth Thakkar, Peter C. Rigby, Andy Chiu, Imad Ahmad, Arun Ganesan, Chandra Shekhar Maddila, Vijayaraghavan Murali, Ali Tayyebi, Nachiappan Nagappan:
Multi-line AI-assisted Code Authoring. CoRR abs/2402.04141 (2024)
2023
[j26]
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Chandra Shekhar Maddila, Sai Surya Upadrasta, Chetan Bansal, Nachiappan Nagappan, Georgios Gousios, Arie van Deursen:
Nudge: Accelerating Overdue Pull Requests toward Completion. ACM Trans. Softw. Eng. Methodol. 32(2): 35:1-35:30 (2023)
[c129]
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Gunnar Kudrjavets, Ayushi Rastogi, Jeff Thomas, Nachiappan Nagappan:
Who Ate My Memory? Towards Attribution in Memory Management. ICSE-SEIP 2023: 381-383
[c128]
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  - conf/issre/HarzeviliSWWN23
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Nima Shiri Harzevili, Jiho Shin, Junjie Wang, Song Wang, Nachiappan Nagappan:
Automatic Static Vulnerability Detection for Machine Learning Libraries: Are We There Yet? ISSRE 2023: 795-806
[c127]
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Nima Shiri Harzevili, Jiho Shin, Junjie Wang, Song Wang, Nachiappan Nagappan:
Characterizing and Understanding Software Security Vulnerabilities in Machine Learning Libraries. MSR 2023: 27-38
[c126]
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Gunnar Kudrjavets, Nachiappan Nagappan, Ayushi Rastogi:
Are We Speeding Up or Slowing Down? On Temporal Aspects of Code Velocity. MSR 2023: 267-271
[c125]
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  - conf/sigsoft/ShackletonCR0GN23
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Will Shackleton, Katriel Cohn-Gordon, Peter C. Rigby, Rui Abreu, James Gill, Nachiappan Nagappan, Karim Nakad, Ioannis Papagiannis, Luke Petre, Giorgi Megreli, Patrick Riggs, James Saindon:
Dead Code Removal at Meta: Automatically Deleting Millions of Lines of Code and Petabytes of Deprecated Data. ESEC/SIGSOFT FSE 2023: 1705-1715
[c124]
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  - conf/sigsoft/MockusR0SCN23
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Audris Mockus, Peter C. Rigby, Rui Abreu, Parth Suresh, Yifen Chen, Nachiappan Nagappan:
Modeling the Centrality of Developer Output with Software Supply Chains. ESEC/SIGSOFT FSE 2023: 1809-1819
[i27]
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  - journals/corr/abs-2303-04293
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Gunnar Kudrjavets, Nachiappan Nagappan, Ayushi Rastogi:
Are We Speeding Up or Slowing Down? On Temporal Aspects of Code Velocity. CoRR abs/2303.04293 (2023)
[i26]
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  - journals/corr/abs-2305-12050
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Vijayaraghavan Murali, Chandra Shekhar Maddila, Imad Ahmad, Michael Bolin, Daniel Cheng, Negar Ghorbani, Renuka Fernandez, Nachiappan Nagappan:
CodeCompose: A Large-Scale Industrial Deployment of AI-assisted Code Authoring. CoRR abs/2305.12050 (2023)
[i25]
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  - journals/corr/abs-2306-11673
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Nima Shiri Harzevili, Alvine Boaye Belle, Junjie Wang, Song Wang, Zhen Ming Jiang, Nachiappan Nagappan:
A Survey on Automated Software Vulnerability Detection Using Machine Learning and Deep Learning. CoRR abs/2306.11673 (2023)
[i24]
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  - journals/corr/abs-2307-04080
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Nima Shiri Harzevili, Jiho Shin, Junjie Wang, Song Wang, Nachiappan Nagappan:
Automatic Static Bug Detection for Machine Learning Libraries: Are We There Yet? CoRR abs/2307.04080 (2023)
[i23]
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  - journals/corr/abs-2312-17169
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Peter C. Rigby, Seth Rogers, Sadruddin Saleem, Parth Suresh, Daniel Suskin, Patrick Riggs, Chandra Shekhar Maddila, Nachiappan Nagappan:
Improving Code Reviewer Recommendation: Accuracy, Latency, Workload, and Bystanders. CoRR abs/2312.17169 (2023)
2022
[j25]
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Manish Shetty, Chetan Bansal, Sumit Kumar, Nikitha Rao, Nachiappan Nagappan:
SoftNER: Mining knowledge graphs from cloud incidents. Empir. Softw. Eng. 27(4): 93 (2022)
[j24]
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  - journals/tosem/MaddilaNBGD22
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Chandra Shekhar Maddila, Nachiappan Nagappan, Christian Bird, Georgios Gousios, Arie van Deursen:
ConE: A Concurrent Edit Detection Tool for Large-scale Software Development. ACM Trans. Softw. Eng. Methodol. 31(2): 22:1-22:26 (2022)
[j23]
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Denae Ford, Margaret-Anne D. Storey, Thomas Zimmermann, Christian Bird, Sonia Jaffe, Chandra Shekhar Maddila, Jenna L. Butler, Brian Houck, Nachiappan Nagappan:
A Tale of Two Cities: Software Developers Working from Home during the COVID-19 Pandemic. ACM Trans. Softw. Eng. Methodol. 31(2): 27:1-27:37 (2022)
[j22]
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Paulo Anselmo da Mota Silveira Neto, Umme Ayda Mannan, Eduardo Santana de Almeida, Nachiappan Nagappan, David Lo, Pavneet Singh Kochhar, Cuiyun Gao, Iftekhar Ahmed:
A Deep Dive into the Impact of COVID-19 on Software Development. IEEE Trans. Software Eng. 48(9): 3342-3360 (2022)
[j21]
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  - journals/tse/PranaFRLPN22
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Gede Artha Azriadi Prana, Denae Ford, Ayushi Rastogi, David Lo, Rahul Purandare, Nachiappan Nagappan:
Including Everyone, Everywhere: Understanding Opportunities and Challenges of Geographic Gender-Inclusion in OSS. IEEE Trans. Software Eng. 48(9): 3394-3409 (2022)
[c123]
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  - conf/ease/KudrjavetsTN22
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Gunnar Kudrjavets, Jeff Thomas, Nachiappan Nagappan:
The Evolving Landscape of Software Performance Engineering. EASE 2022: 260-261
[c122]
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  - conf/esem/RzigHBN22
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Dhia Elhaq Rzig, Foyzul Hassan, Chetan Bansal, Nachiappan Nagappan:
Characterizing the Usage of CI Tools in ML Projects. ESEM 2022: 69-79
[c121]
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  - conf/icse/KudrjavetsKNR22
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Gunnar Kudrjavets, Aditya Kumar, Nachiappan Nagappan, Ayushi Rastogi:
The Unexplored Terrain of Compiler Warnings. ICSE (SEIP) 2022: 283-284
[c120]
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  - conf/icsm/KudrjavetsTNR22
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Gunnar Kudrjavets, Jeff Thomas, Nachiappan Nagappan, Ayushi Rastogi:
Is Kernel Code Different From Non-Kernel Code? A Case Study of BSD Family Operating Systems. ICSME 2022: 211-222
[c119]
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Gunnar Kudrjavets, Ayushi Rastogi, Jeff Thomas, Nachiappan Nagappan:
On Quantifying the Benefits of Dead Code Removal. ICSME 2022: 563
[c118]
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  - conf/icsm/Lee0YQN22
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Noah Lee, Rui Abreu, Mehmet Yatbaz, Hang Qu, Nachiappan Nagappan:
The Engineering Implications of Code Maintenance in Practice. ICSME 2022: 568-577
[c117]
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Gunnar Kudrjavets, Jeff Thomas, Aditya Kumar, Nachiappan Nagappan, Ayushi Rastogi:
There Ain't No Such Thing as a Free Custom Memory Allocator. ICSME 2022: 578-581
[c116]
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  - conf/issre/KudrjavetsTKNR22
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Gunnar Kudrjavets, Jeff Thomas, Aditya Kumar, Nachiappan Nagappan, Ayushi Rastogi:
When malloc() Never Returns NULL - Reliability as an Illusion. ISSRE Workshops 2022: 31-36
[c115]
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Noah Lee, Rui Abreu, Nachiappan Nagappan:
Code Quality Prediction Under Super Extreme Class Imbalance. ISSRE Workshops 2022: 99-104
[c114]
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  - conf/mobilesoft/KudrjavetsTKNR22
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Gunnar Kudrjavets, Jeff Thomas, Aditya Kumar, Nachiappan Nagappan, Ayushi Rastogi:
Quantifying Daily Evolution of Mobile Software Based on Memory Allocator Churn. MOBILESoft 2022: 28-32
[c113]
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  - conf/msr/KudrjavetsNR22
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Gunnar Kudrjavets, Nachiappan Nagappan, Ayushi Rastogi:
The Unexplored Treasure Trove of Phabricator Code Reviews. MSR 2022: 343-347
[c112]
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  - conf/msr/KudrjavetsNR22a
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Gunnar Kudrjavets, Nachiappan Nagappan, Ayushi Rastogi:
Do Small Code Changes Merge Faster? A Multi-Language Empirical Investigation. MSR 2022: 537-548
[c111]
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Gunnar Kudrjavets, Aditya Kumar, Nachiappan Nagappan, Ayushi Rastogi:
Mining Code Review Data to Understand Waiting Times Between Acceptance and Merging: An Empirical Analysis. MSR 2022: 579-590
[c110]
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  - conf/sigsoft/ShanSHRCPRN22
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Qianhua Shan, David Sukhdeo, Qianying Huang, Seth Rogers, Lawrence Chen, Elise Paradis, Peter C. Rigby, Nachiappan Nagappan:
Using nudges to accelerate code reviews at scale. ESEC/SIGSOFT FSE 2022: 472-482
[c109]
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  - conf/sigsoft/ChenRN22
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Lawrence Chen, Peter C. Rigby, Nachiappan Nagappan:
Understanding why we cannot model how long a code review will take: an industrial case study. ESEC/SIGSOFT FSE 2022: 1314-1319
[c108]
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Lawrence Chen, Rui Abreu, Tobi Akomolede, Peter C. Rigby, Satish Chandra, Nachiappan Nagappan:
Leveraging test plan quality to improve code review efficacy. ESEC/SIGSOFT FSE 2022: 1320-1330
[c107]
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  - conf/sigsoft/ChenRCJDHCALN22
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Yifen Chen, Peter C. Rigby, Yulin Chen, Kun Jiang, Nader Dehghani, Qianying Huang, Peter Cottle, Clayton Andrews, Noah Lee, Nachiappan Nagappan:
Workgraph: personal focus vs. interruption for engineers at Meta. ESEC/SIGSOFT FSE 2022: 1390-1397
[c106]
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  - conf/wcre/SharmaPSNL22
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Abhishek Sharma, Gede Artha Azriadi Prana, Anamika Sawhney, Nachiappan Nagappan, David Lo:
Analyzing Offline Social Engagements: An Empirical Study of Meetup Events Related to Software Development. SANER 2022: 1122-1133
[i22]
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  - journals/corr/abs-2201-10599
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Gunnar Kudrjavets, Aditya Kumar, Nachiappan Nagappan, Ayushi Rastogi:
The Unexplored Terrain of Compiler Warnings. CoRR abs/2201.10599 (2022)
[i21]
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  - journals/corr/abs-2203-00803
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Jiri Gesi, Siqi Liu, Jiawei Li, Iftekhar Ahmed, Nachiappan Nagappan, David Lo, Eduardo Santana de Almeida, Pavneet Singh Kochhar, Lingfeng Bao:
Code Smells in Machine Learning Systems. CoRR abs/2203.00803 (2022)
[i20]
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  - journals/corr/abs-2203-04394
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Gunnar Kudrjavets, Jeff Thomas, Aditya Kumar, Nachiappan Nagappan, Ayushi Rastogi:
Quantifying Daily Evolution of Mobile Software Based on Memory Allocator Churn. CoRR abs/2203.04394 (2022)
[i19]
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  - journals/corr/abs-2203-05045
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Gunnar Kudrjavets, Nachiappan Nagappan, Ayushi Rastogi:
Do Small Code Changes Merge Faster? A Multi-Language Empirical Investigation. CoRR abs/2203.05045 (2022)
[i18]
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  - journals/corr/abs-2203-05048
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Gunnar Kudrjavets, Aditya Kumar, Nachiappan Nagappan, Ayushi Rastogi:
Mining Code Review Data to Understand Waiting Times Between Acceptance and Merging: An Empirical Analysis. CoRR abs/2203.05048 (2022)
[i17]
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  - journals/corr/abs-2203-07473
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Gunnar Kudrjavets, Nachiappan Nagappan, Ayushi Rastogi:
The Unexplored Treasure Trove of Phabricator Code Review. CoRR abs/2203.07473 (2022)
[i16]
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  - journals/corr/abs-2205-02950
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Gunnar Kudrjavets, Jeff Thomas, Nachiappan Nagappan:
The Evolving Landscape of Software Performance Engineering. CoRR abs/2205.02950 (2022)
[i15]
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  - journals/corr/abs-2206-05616
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Gunnar Kudrjavets, Jeff Thomas, Nachiappan Nagappan, Ayushi Rastogi:
Is Kernel Code Different From Non-Kernel Code? A Case Study of BSD Family Operating Systems. CoRR abs/2206.05616 (2022)
[i14]
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  - journals/corr/abs-2206-11728
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Gunnar Kudrjavets, Jeff Thomas, Aditya Kumar, Nachiappan Nagappan, Ayushi Rastogi:
There Ain't No Such Thing as a Free Custom Memory Allocator. CoRR abs/2206.11728 (2022)
[i13]
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  - journals/corr/abs-2208-08484
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Gunnar Kudrjavets, Jeff Thomas, Aditya Kumar, Nachiappan Nagappan, Ayushi Rastogi:
When malloc() Never Returns NULL - Reliability as an Illusion. CoRR abs/2208.08484 (2022)
[i12]
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  - journals/corr/abs-2212-11866
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Gunnar Kudrjavets, Ayushi Rastogi, Jeff Thomas, Nachiappan Nagappan:
Who Ate My Memory? Towards Attribution in Memory Management. CoRR abs/2212.11866 (2022)
2021
[j20]
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Song Wang, Chetan Bansal, Nachiappan Nagappan:
Large-scale intent analysis for identifying large-review-effort code changes. Inf. Softw. Technol. 130: 106408 (2021)
[j19]
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Pavneet Singh Kochhar, Eirini Kalliamvakou, Nachiappan Nagappan, Thomas Zimmermann, Christian Bird:
Moving from Closed to Open Source: Observations from Six Transitioned Projects to GitHub. IEEE Trans. Software Eng. 47(9): 1838-1856 (2021)
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Song Wang, Junjie Wang, Jaechang Nam, Nachiappan Nagappan:
Continuous Software Bug Prediction. ESEM 2021: 14:1-14:12
[c104]
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Manish Shetty, Chetan Bansal, Sumit Kumar, Nikitha Rao, Nachiappan Nagappan, Thomas Zimmermann:
Neural Knowledge Extraction From Cloud Service Incidents. ICSE (SEIP) 2021: 218-227
[c103]
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Rangeet Pan, Vu Le, Nachiappan Nagappan, Sumit Gulwani, Shuvendu K. Lahiri, Mike Kaufman:
Can Program Synthesis be Used to Learn Merge Conflict Resolutions? An Empirical Analysis. ICSE 2021: 785-796
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Song Wang, Nishtha Shrestha, Abarna Kucheri Subburaman, Junjie Wang, Moshi Wei, Nachiappan Nagappan:
Automatic Unit Test Generation for Machine Learning Libraries: How Far Are We? ICSE 2021: 1548-1560
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Song Wang, Nachiappan Nagappan:
Characterizing and Understanding Software Developer Networks in Security Development. ISSRE 2021: 534-545
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Hung Viet Pham, Mijung Kim, Lin Tan, Yaoliang Yu, Nachiappan Nagappan:
DEVIATE: A Deep Learning Variance Testing Framework. ASE 2021: 1286-1290
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Nachiappan Nagappan:
The 4ps: product, process, people, and productivity: a data-driven approach to improve software engineering (keynote). ESEC/SIGSOFT FSE 2021: 3
[i11]
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Chandra Shekhar Maddila, Nachiappan Nagappan, Christian Bird, Georgios Gousios, Arie van Deursen:
ConE: A Concurrent Edit Detection Tool for Large ScaleSoftware Development. CoRR abs/2101.06542 (2021)
[i10]
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Rangeet Pan, Vu Le, Nachiappan Nagappan, Sumit Gulwani, Shuvendu K. Lahiri, Mike Kaufman:
Can Program Synthesis be Used to Learn Merge Conflict Resolutions? An Empirical Analysis. CoRR abs/2103.02004 (2021)
2020
[j18]
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Xiang Gao, Shraddha Barke, Arjun Radhakrishna, Gustavo Soares, Sumit Gulwani, Alan Leung, Nachiappan Nagappan, Ashish Tiwari:
Feedback-driven semi-supervised synthesis of program transformations. Proc. ACM Program. Lang. 4(OOPSLA): 219:1-219:30 (2020)
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Nikitha Rao, Chetan Bansal, Thomas Zimmermann, Ahmed Hassan Awadallah, Nachiappan Nagappan:
Analyzing Web Search Behavior for Software Engineering Tasks. IEEE BigData 2020: 768-777
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Foyzul Hassan, Chetan Bansal, Nachiappan Nagappan, Thomas Zimmermann, Ahmed Hassan Awadallah:
An Empirical Study of Software Exceptions in the Field using Search Logs. ESEM 2020: 4:1-4:12
[c96]
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Hung Viet Pham, Shangshu Qian, Jiannan Wang, Thibaud Lutellier, Jonathan Rosenthal, Lin Tan, Yaoliang Yu, Nachiappan Nagappan:
Problems and Opportunities in Training Deep Learning Software Systems: An Analysis of Variance. ASE 2020: 771-783
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Danielle Gonzalez, Thomas Zimmermann, Nachiappan Nagappan:
The State of the ML-universe: 10 Years of Artificial Intelligence & Machine Learning Software Development on GitHub. MSR 2020: 431-442
[i9]
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Foyzul Hassan, Chetan Bansal, Nachiappan Nagappan, Thomas Zimmermann, Ahmed Hassan Awadallah:
An Empirical Study of Software Exceptions in the Field using Search Logs. CoRR abs/2006.00385 (2020)
[i8]
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Manish Shetty, Chetan Bansal, Sumit Kumar, Nikitha Rao, Nachiappan Nagappan, Thomas Zimmermann:
Neural Knowledge Extraction From Cloud Service Incidents. CoRR abs/2007.05505 (2020)
[i7]
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Paulo Anselmo da Mota Silveira Neto, Umme Ayda Mannan, Eduardo Santana de Almeida, Nachiappan Nagappan, David Lo, Pavneet Singh Kochhar, Cuiyun Gao, Iftekhar Ahmed:
A Deep Dive on the Impact of COVID-19 in Software Development. CoRR abs/2008.07048 (2020)
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Denae Ford, Margaret-Anne D. Storey, Thomas Zimmermann, Christian Bird, Sonia Jaffe, Chandra Shekhar Maddila, Jenna L. Butler, Brian Houck, Nachiappan Nagappan:
A Tale of Two Cities: Software Developers Working from Home During the COVID-19 Pandemic. CoRR abs/2008.11147 (2020)
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Gede Artha Azriadi Prana, Denae Ford, Ayushi Rastogi, David Lo, Rahul Purandare, Nachiappan Nagappan:
Including Everyone, Everywhere: Understanding Opportunities and Challenges of Geographic Gender-Inclusion in OSS. CoRR abs/2010.00822 (2020)
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Chandra Shekhar Maddila, Sai Surya Upadrasta, Chetan Bansal, Nachiappan Nagappan, Georgios Gousios, Arie van Deursen:
Nudge: Accelerating Overdue Pull Requests Towards Completion. CoRR abs/2011.12468 (2020)

2010 – 2019

see FAQ

What is the meaning of the colors in the publication lists?

2019
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Saleema Amershi, Andrew Begel, Christian Bird, Robert DeLine, Harald C. Gall, Ece Kamar, Nachiappan Nagappan, Besmira Nushi, Thomas Zimmermann:
Software engineering for machine learning: a case study. ICSE (SEIP) 2019: 291-300
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Adithya Abraham Philip, Ranjita Bhagwan, Rahul Kumar, Chandra Shekhar Maddila, Nachiappan Nagappan:
FastLane: test minimization for rapidly deployed large-scale online services. ICSE 2019: 408-418
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Song Wang, Chetan Bansal, Nachiappan Nagappan, Adithya Abraham Philip:
Leveraging Change Intents for Characterizing and Identifying Large-Review-Effort Changes. PROMISE 2019: 46-55
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Chandra Shekhar Maddila, Chetan Bansal, Nachiappan Nagappan:
Predicting pull request completion time: a case study on large scale cloud services. ESEC/SIGSOFT FSE 2019: 874-882
[i3]
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Song Wang, Nachi Nagappan:
Characterizing and Understanding Software Developer Networks in Security Development. CoRR abs/1907.12141 (2019)
[i2]
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Abhishek Sharma, Gede Artha Azriadi Prana, Anamika Sawhney, Nachiappan Nagappan, David Lo:
Analyzing Offline Social Engagements: An Empirical Study of Meetup Events Related to Software Development. CoRR abs/1912.07352 (2019)
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Chetan Bansal, Thomas Zimmermann, Ahmed Hassan Awadallah, Nachiappan Nagappan:
The Usage of Web Search for Software Engineering. CoRR abs/1912.09519 (2019)
2018
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Ayushi Rastogi, Nachiappan Nagappan, Georgios Gousios, André van der Hoek:
Relationship between geographical location and evaluation of developer contributions in github. ESEM 2018: 22:1-22:8
2017
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Jeff Huang, Eddie Q. Yan, Gifford Cheung, Nachiappan Nagappan, Thomas Zimmermann:
Master Maker: Understanding Gaming Skill Through Practice and Habit From Gameplay Behavior. Top. Cogn. Sci. 9(2): 437-466 (2017)
[j16]
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Pavneet Singh Kochhar, David Lo, Julia Lawall, Nachiappan Nagappan:
Code Coverage and Postrelease Defects: A Large-Scale Study on Open Source Projects. IEEE Trans. Reliab. 66(4): 1213-1228 (2017)
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Denae Ford, Tom Zimmermann, Christian Bird, Nachiappan Nagappan:
Characterizing Software Engineering Work with Personas Based on Knowledge Worker Actions. ESEM 2017: 394-403
[c88]
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Ayushi Rastogi, Suresh Thummalapenta, Thomas Zimmermann, Nachiappan Nagappan, Jacek Czerwonka:
Ramp-up Journey of New Hires: Do strategic practices of software companies influence productivity? ISEC 2017: 107-111
2016
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Xin Xia, David Lo, Sinno Jialin Pan, Nachiappan Nagappan, Xinyu Wang:
HYDRA: Massively Compositional Model for Cross-Project Defect Prediction. IEEE Trans. Software Eng. 42(10): 977-998 (2016)
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Ayushi Rastogi, Nachiappan Nagappan:
On the Personality Traits of GitHub Contributors. ISSRE 2016: 77-86
[c86]
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Ayushi Rastogi, Nachiappan Nagappan:
Forking and the Sustainability of the Developer Community Participation - An Empirical Investigation on Outcomes and Reasons. SANER 2016: 102-111
2015
[j14]
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Abram Hindle, Christian Bird, Thomas Zimmermann, Nachiappan Nagappan:
Do topics make sense to managers and developers? Empir. Softw. Eng. 20(2): 479-515 (2015)
[j13]
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Emerson R. Murphy-Hill, Thomas Zimmermann, Christian Bird, Nachiappan Nagappan:
The Design Space of Bug Fixes and How Developers Navigate It. IEEE Trans. Software Eng. 41(1): 65-81 (2015)
[c85]
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Erik Harpstead, Thomas Zimmermann, Nachiappan Nagappan, Jose J. Guajardo, Ryan Cooper, Tyson Solberg, Dan Greenawalt:
What Drives People: Creating Engagement Profiles of Players from Game Log Data. CHI PLAY 2015: 369-379
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Ayushi Rastogi, Suresh Thummalapenta, Thomas Zimmermann, Nachiappan Nagappan, Jacek Czerwonka:
Ramp-Up Journey of New Hires: Tug of War of Aids and Impediments. ESEM 2015: 96-105
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Kim Herzig, Nachiappan Nagappan:
Empirically Detecting False Test Alarms Using Association Rules. ICSE (2) 2015: 39-48
[c82]
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Pavneet Singh Kochhar, Ferdian Thung, Nachiappan Nagappan, Thomas Zimmermann, David Lo:
Understanding the Test Automation Culture of App Developers. ICST 2015: 1-10
[c81]
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Baishakhi Ray, Meiyappan Nagappan, Christian Bird, Nachiappan Nagappan, Thomas Zimmermann:
The Uniqueness of Changes: Characteristics and Applications. MSR 2015: 34-44
[c80]
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Kim Herzig, Nachiappan Nagappan:
The Impact of Test Ownership and Team Structure on the Reliability, Effectiveness of Quality Test Runs. Software Engineering & Management 2015: 105-106
[c79]
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David Lo, Nachiappan Nagappan, Thomas Zimmermann:
How practitioners perceive the relevance of software engineering research. ESEC/SIGSOFT FSE 2015: 415-425
2014
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Miryung Kim, Thomas Zimmermann, Nachiappan Nagappan:
An Empirical Study of RefactoringChallenges and Benefits at Microsoft. IEEE Trans. Software Eng. 40(7): 633-649 (2014)
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Gifford K. Cheung, Thomas Zimmermann, Nachiappan Nagappan:
The first hour experience: how the initial play can engage (or lose) new players. CHI PLAY 2014: 57-66
[c77]
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Kim Herzig, Nachiappan Nagappan:
The impact of test ownership and team structure on the reliability and effectiveness of quality test runs. ESEM 2014: 2:1-2:10
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Ashish Gupta, Thomas Zimmermann, Christian Bird, Nachiappan Nagappan, Thirumalesh Bhat, Syed Emran:
Mining energy traces to aid in software development: an empirical case study. ESEM 2014: 40:1-40:8
[c75]
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Thomas Debeauvais, Thomas Zimmermann, Nachiappan Nagappan, Kevin Carter, Ryan Cooper, Dan Greenawalt, Tyson Solberg:
Off with their assists: An empirical study of driving skill in Forza Motorsport 4. FDG 2014
[c74]
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Emerson R. Murphy-Hill, Thomas Zimmermann, Nachiappan Nagappan:
Cowboys, ankle sprains, and keepers of quality: how is video game development different from software development? ICSE 2014: 1-11
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Christian Bird, Venkatesh-Prasad Ranganath, Thomas Zimmermann, Nachiappan Nagappan, Andreas Zeller:
Extrinsic influence factors in software reliability: a study of 200, 000 windows machines. ICSE Companion 2014: 205-214
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Kivanç Muslu, Christian Bird, Nachiappan Nagappan, Jacek Czerwonka:
Transition from centralized to decentralized version control systems: a case study on reasons, barriers, and outcomes. ICSE 2014: 334-344
[c71]
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Thomas Zimmermann, Nachiappan Nagappan:
Software Analytics for Digital Games. Software Engineering 2014: 23-24
2013
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Grace A. Lewis, Nachiappan Nagappan, Jeff Gray, David S. Rosenblum, Henry Muccini, Emad Shihab:
Report of the 2013 ICSE 1st international workshop on engineering mobile-enabled systems (MOBS 2013): 12. ACM SIGSOFT Softw. Eng. Notes 38(5): 55-58 (2013)
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Jacek Czerwonka, Nachiappan Nagappan, Wolfram Schulte, Brendan Murphy:
CODEMINE: Building a Software Development Data Analytics Platform at Microsoft. IEEE Softw. 30(4): 64-71 (2013)
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Jeff Huang, Thomas Zimmermann, Nachiappan Nagappan, Charles Harrison, Bruce C. Phillips:
Mastering the art of war: how patterns of gameplay influence skill in Halo. CHI 2013: 695-704
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Brendan Murphy, Christian Bird, Thomas Zimmermann, Laurie A. Williams, Nachiappan Nagappan, Andrew Begel:
Have Agile Techniques been the Silver Bullet for Software Development at Microsoft? ESEM 2013: 75-84
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Emerson R. Murphy-Hill, Thomas Zimmermann, Christian Bird, Nachiappan Nagappan:
The design of bug fixes. ICSE 2013: 332-341
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Ekrem Kocaguneli, Thomas Zimmermann, Christian Bird, Nachiappan Nagappan, Tim Menzies:
Distributed development considered harmful? ICSE 2013: 882-890
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Grace A. Lewis, Jeff Gray, Henry Muccini, Nachiappan Nagappan, David S. Rosenblum, Emad Shihab:
1st international workshop on the engineering of mobile-enabled systems (MOBS 2013). ICSE 2013: 1533-1534
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Alexander Tarvo, Nachiappan Nagappan, Thomas Zimmermann:
Predicting risk of pre-release code changes with Checkinmentor. ISSRE 2013: 128-137
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Sugata Ghosal, Gautam Shroff, Satish Chandra, Nachiappan Nagappan:
6th India Software Engineering Conference, ISEC '13, New Delhi, India - February 21 - 23, 2013. ACM 2013, ISBN 978-1-4503-1987-4 [contents]
2012
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Kenneth Hullett, Nachiappan Nagappan, Eric Schuh, John Hopson:
Empirical analysis of user data in game software development. ESEM 2012: 89-98
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Narendar Mandala, Gursimran Singh Walia, Jeffrey C. Carver, Nachiappan Nagappan:
Application of kusumoto cost-metric to evaluate the cost effectiveness of software inspections. ESEM 2012: 221-230
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Thomas Zimmermann, Nachiappan Nagappan, Philip J. Guo, Brendan Murphy:
Characterizing and predicting which bugs get reopened. ICSE 2012: 1074-1083
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Abram Hindle, Christian Bird, Thomas Zimmermann, Nachiappan Nagappan:
Relating requirements to implementation via topic analysis: Do topics extracted from requirements make sense to managers and developers? ICSM 2012: 243-252
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Christian Bird, Nachiappan Nagappan:
Who? Where? What? Examining distributed development in two large open source projects. MSR 2012: 237-246
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Miryung Kim, Thomas Zimmermann, Nachiappan Nagappan:
A field study of refactoring challenges and benefits. SIGSOFT FSE 2012: 50
2011
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Christian Bird, Brendan Murphy, Nachiappan Nagappan, Thomas Zimmermann:
Empirical software engineering at Microsoft Research. CSCW 2011: 143-150
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Philip J. Guo, Thomas Zimmermann, Nachiappan Nagappan, Brendan Murphy:
"Not my bug!" and other reasons for software bug report reassignments. CSCW 2011: 395-404
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Sunghun Kim, Thomas Zimmermann, Nachiappan Nagappan:
Crash graphs: An aggregated view of multiple crashes to improve crash triage. DSN 2011: 486-493
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Laurie A. Williams, Gabe Brown, Adam Meltzer, Nachiappan Nagappan:
Scrum + Engineering Practices: Experiences of Three Microsoft Teams. ESEM 2011: 463-471
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Paul Luo Li, Ryan Kivett, Zhiyuan Zhan, Sung-eok Jeon, Nachiappan Nagappan, Brendan Murphy, Amy J. Ko:
Characterizing the differences between pre- and post- release versions of software. ICSE 2011: 716-725
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Kenneth Hullett, Nachiappan Nagappan, Eric Schuh, John Hopson:
Data analytics for game development. ICSE 2011: 940-943
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Thomas Zimmermann, Nachiappan Nagappan, Kim Herzig, Rahul Premraj, Laurie A. Williams:
An Empirical Study on the Relation between Dependency Neighborhoods and Failures. ICST 2011: 347-356
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Jacek Czerwonka, Rajiv Das, Nachiappan Nagappan, Alex Tarvo, Alex Teterev:
CRANE: Failure Prediction, Change Analysis and Test Prioritization in Practice - Experiences from Windows. ICST 2011: 357-366
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Phillipa Gill, Navendu Jain, Nachiappan Nagappan:
Understanding network failures in data centers: measurement, analysis, and implications. SIGCOMM 2011: 350-361
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Christian Bird, Nachiappan Nagappan, Brendan Murphy, Harald C. Gall, Premkumar T. Devanbu:
Don't touch my code!: examining the effects of ownership on software quality. SIGSOFT FSE 2011: 4-14
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Nachiappan Nagappan, Thomas Ball:
Evidence-Based Failure Prediction. Making Software 2011: 415-434
2010
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Constantin Sârbu, Andréas Johansson, Neeraj Suri, Nachiappan Nagappan:
Profiling the operational behavior of OS device drivers. Empir. Softw. Eng. 15(4): 380-422 (2010)
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Kashi Venkatesh Vishwanath, Nachiappan Nagappan:
Characterizing cloud computing hardware reliability. SoCC 2010: 193-204
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Philip J. Guo, Thomas Zimmermann, Nachiappan Nagappan, Brendan Murphy:
Characterizing and predicting which bugs get fixed: an empirical study of Microsoft Windows. ICSE (1) 2010: 495-504
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Thomas Zimmermann, Nachiappan Nagappan, Laurie A. Williams:
Searching for a Needle in a Haystack: Predicting Security Vulnerabilities for Windows Vista. ICST 2010: 421-428
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Nachiappan Nagappan, Andreas Zeller, Thomas Zimmermann, Kim Herzig, Brendan Murphy:
Change Bursts as Defect Predictors. ISSRE 2010: 309-318
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Nachiappan Nagappan:
Myths in Software Engineering: From the Other Side. TAP@TOOLS 2010: 3-5
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Giancarlo Succi, Maurizio Morisio, Nachiappan Nagappan:
Proceedings of the International Symposium on Empirical Software Engineering and Measurement, ESEM 2010, 16-17 September 2010, Bolzano/Bozen, Italy. ACM 2010, ISBN 978-1-4503-0039-1 [contents]

2000 – 2009

see FAQ

What is the meaning of the colors in the publication lists?

2009
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Christian Bird, Nachiappan Nagappan, Premkumar T. Devanbu, Harald C. Gall, Brendan Murphy:
Does distributed development affect software quality?: an empirical case study of Windows Vista. Commun. ACM 52(8): 85-93 (2009)
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Nachiappan Nagappan, Andreas Zeller, Thomas Zimmermann:
Guest Editors' Introduction: Mining Software Archives. IEEE Softw. 26(1): 24-25 (2009)
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Audris Mockus, Nachiappan Nagappan, Trung T. Dinh-Trong:
Test coverage and post-verification defects: A multiple case study. ESEM 2009: 291-301
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Thomas Zimmermann, Nachiappan Nagappan:
Predicting defects with program dependencies. ESEM 2009: 435-438
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Andrew Begel, Nachiappan Nagappan, Christopher Poile, Lucas Layman:
Coordination in large-scale software teams. CHASE 2009: 1-7
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Christian Bird, Nachiappan Nagappan, Premkumar T. Devanbu, Harald C. Gall, Brendan Murphy:
Does distributed development affect software quality? An empirical case study of Windows Vista. ICSE 2009: 518-528
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Laurie A. Williams, Gunnar Kudrjavets, Nachiappan Nagappan:
On the Effectiveness of Unit Test Automation at Microsoft. ISSRE 2009: 81-89
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Christian Bird, Nachiappan Nagappan, Harald C. Gall, Brendan Murphy, Premkumar T. Devanbu:
Putting It All Together: Using Socio-technical Networks to Predict Failures. ISSRE 2009: 109-119
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Thomas Zimmermann, Nachiappan Nagappan, Harald C. Gall, Emanuel Giger, Brendan Murphy:
Cross-project defect prediction: a large scale experiment on data vs. domain vs. process. ESEC/SIGSOFT FSE 2009: 91-100
2008
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Nachiappan Nagappan, E. Michael Maximilien, Thirumalesh Bhat, Laurie A. Williams:
Realizing quality improvement through test driven development: results and experiences of four industrial teams. Empir. Softw. Eng. 13(3): 289-302 (2008)
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Marc Eaddy, Thomas Zimmermann, Kaitin D. Sherwood, Vibhav Garg, Gail C. Murphy, Nachiappan Nagappan, Alfred V. Aho:
Do Crosscutting Concerns Cause Defects? IEEE Trans. Software Eng. 34(4): 497-515 (2008)
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Jeffrey C. Carver, Nachiappan Nagappan, Alan Page:
The Impact of Educational Background on the Effectiveness of Requirements Inspections: An Empirical Study. IEEE Trans. Software Eng. 34(6): 800-812 (2008)
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Thirumalesh Bhat, Nachiappan Nagappan:
Tempest: Towards early identification of failure-prone binaries. DSN 2008: 116-121
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Andrew Begel, Nachiappan Nagappan:
Pair programming: what's in it for me? ESEM 2008: 120-128
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Lucas Layman, Gunnar Kudrjavets, Nachiappan Nagappan:
Iterative identification of fault-prone binaries using in-process metrics. ESEM 2008: 206-212
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Shilpa Bugde, Nachiappan Nagappan, Sriram K. Rajamani, G. Ramalingam:
Global Software Servicing: Observational Experiences at Microsoft. ICGSE 2008: 182-191
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Andrew Begel, Nachiappan Nagappan:
Global Software Development: Who Does It? ICGSE 2008: 195-199
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Gursimran Singh Walia, Jeffrey C. Carver, Nachiappan Nagappan:
The effect of the number of inspectors on the defect estimates produced by capture-recapture models. ICSE 2008: 331-340
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Nachiappan Nagappan, Brendan Murphy, Victor R. Basili:
The influence of organizational structure on software quality: an empirical case study. ICSE 2008: 521-530
[c29]
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Thomas Zimmermann, Nachiappan Nagappan:
Predicting defects using network analysis on dependency graphs. ICSE 2008: 531-540
[c28]
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Constantin Sârbu, Andréas Johansson, Neeraj Suri, Nachiappan Nagappan:
Profiling the Operational Behavior of OS Device Drivers. ISSRE 2008: 127-136
[c27]
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Premkumar T. Devanbu, Brendan Murphy, Nachiappan Nagappan, Thomas Zimmermann, Valentin Dallmeier:
DEFECTS 2008: international workshop on defects in large software systems. ISSTA 2008: 307-308
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Lucas Layman, Nachiappan Nagappan, Sam Guckenheimer, Jeff Beehler, Andrew Begel:
Mining software effort data: preliminary analysis of visual studio team system data. MSR 2008: 43-46
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Martin Pinzger, Nachiappan Nagappan, Brendan Murphy:
Can developer-module networks predict failures? SIGSOFT FSE 2008: 2-12
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Thomas Zimmermann, Nachiappan Nagappan, Andreas Zeller:
Predicting Bugs from History. Software Evolution 2008: 69-88
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Premkumar T. Devanbu, Brendan Murphy, Nachiappan Nagappan, Thomas Zimmermann:
Proceedings of the 2008 Workshop on Defects in Large Software Systems, held in conjunction with the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2008), DEFECTS 2008, Seattle, Washington, USA, July 20, 2008. ACM 2008, ISBN 978-1-60558-051-7 [contents]
2007
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Andrew Begel, Nachiappan Nagappan:
Usage and Perceptions of Agile Software Development in an Industrial Context: An Exploratory Study. ESEM 2007: 255-264
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Nachiappan Nagappan, Thomas Ball:
Using Software Dependencies and Churn Metrics to Predict Field Failures: An Empirical Case Study. ESEM 2007: 364-373
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Nachiappan Nagappan, Laurie A. Williams, Mladen A. Vouk, Jason A. Osborne:
Using In-Process Testing Metrics to Estimate Post-Release Field Quality. ISSRE 2007: 209-214
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Thomas Zimmermann, Nachiappan Nagappan:
Predicting Subsystem Failures using Dependency Graph Complexities. ISSRE 2007: 227-236
2006
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Jiang Zheng, Laurie A. Williams, Nachiappan Nagappan, Will Snipes, John P. Hudepohl, Mladen A. Vouk:
On the Value of Static Analysis for Fault Detection in Software. IEEE Trans. Software Eng. 32(4): 240-253 (2006)
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Thirumalesh Bhat, Nachiappan Nagappan:
Building Scalable Failure-proneness Models Using Complexity Metrics for Large Scale Software Systems. APSEC 2006: 361-366
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Nachiappan Nagappan:
Potential of Open Source Systems as Project Repositories for Empirical Studies Working Group Results. Empirical Software Engineering Issues 2006: 103-107
[c18]
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Nachiappan Nagappan:
Empirical Case Studies in Industry: Some Thoughts. Empirical Software Engineering Issues 2006: 132
[c17]
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Nachiappan Nagappan, Thomas Ball, Andreas Zeller:
Mining metrics to predict component failures. ICSE 2006: 452-461
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Thirumalesh Bhat, Nachiappan Nagappan:
Evaluating the efficacy of test-driven development: industrial case studies. ISESE 2006: 356-363
[c15]
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Nachiappan Nagappan, Thomas Ball, Brendan Murphy:
Using Historical In-Process and Product Metrics for Early Estimation of Software Failures. ISSRE 2006: 62-74
[c14]
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Gunnar Kudrjavets, Nachiappan Nagappan, Thomas Ball:
Assessing the Relationship between Software Assertions and Faults: An Empirical Investigation. ISSRE 2006: 204-212
2005
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Nachiappan Nagappan, Laurie A. Williams, Mladen A. Vouk, Jason A. Osborne:
Early estimation of software quality using in-process testing metrics: a controlled case study. ACM SIGSOFT Softw. Eng. Notes 30(4): 1-7 (2005)
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Mark Sherriff, Nachiappan Nagappan, Laurie A. Williams, Mladen A. Vouk:
Early estimation of defect density using an in-process Haskell metrics model. ACM SIGSOFT Softw. Eng. Notes 30(4): 1-6 (2005)
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Mark Sherriff, Nachiappan Nagappan, Laurie A. Williams, Mladen A. Vouk:
Early estimation of defect density using an in-process Haskell metrics model. A-MOST 2005
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Nachiappan Nagappan, Laurie A. Williams, Mladen A. Vouk, Jason A. Osborne:
Early estimation of software quality using in-process testing metrics: a controlled case study. WoSQ@ICSE 2005: 46-52
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Nachiappan Nagappan, Thomas Ball:
Use of relative code churn measures to predict system defect density. ICSE 2005: 284-292
[c10]
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Nachiappan Nagappan, Thomas Ball:
Static analysis tools as early indicators of pre-release defect density. ICSE 2005: 580-586
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Nachiappan Nagappan, Laurie A. Williams, Jason A. Osborne, Mladen A. Vouk, Pekka Abrahamsson:
Providing Test Quality Feedback Using Static Source Code and Automatic Test Suite Metrics. ISSRE 2005: 85-94
2004
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Nachiappan Nagappan:
Toward a Software Testing and Reliability Early Warning Metric Suite. ICSE 2004: 60-62
[c7]
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Martin Davidsson, Jiang Zheng, Nachiappan Nagappan, Laurie A. Williams, Mladen A. Vouk:
GERT: An Empirical Reliability Estimation and Testing Feedback Tool. ISSRE 2004: 269-280
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Nachiappan Nagappan, Laurie A. Williams, John P. Hudepohl, Will Snipes, Mladen A. Vouk:
Preliminary Results On Using Static Analysis Tools For Software Inspection. ISSRE 2004: 429-439
2003
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Laurie A. Williams, Charlie McDowell, Nachiappan Nagappan, Julian Fernald, Linda L. Werner:
Building Pair Programming Knowledge through a Family of Experiments. ISESE 2003: 143-153
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Nachiappan Nagappan, Laurie A. Williams, Mladen A. Vouk:
"Good enough" software reliability estimation plug-in for Eclipse. eTX 2003: 30-34
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Nachiappan Nagappan, Laurie A. Williams, Miriam Ferzli, Eric N. Wiebe, Kai Yang, Carol Miller, Suzanne Balik:
Improving the CS1 experience with pair programming. SIGCSE 2003: 359-362
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P. David Stotts, Laurie A. Williams, Nachiappan Nagappan, Prashant Baheti, Dennis Jen, Anne Jackson:
Virtual Teaming: Experiments and Experiences with Distributed Pair Programming. XP/Agile Universe 2003: 129-141
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Nachiappan Nagappan, Laurie A. Williams, Eric N. Wiebe, Carol Miller, Suzanne Balik, Miriam Ferzli, Julie Petlick:
Pair Learning: With an Eye Toward Future Success. XP/Agile Universe 2003: 185-198

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