Zhen Ming Jiang

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 33

Top Topics

Machine Learning

International Workshop

Heterogeneous Environments

Top Venues

IEEE Trans. Software Eng.

Publications

Alexandru Baluta, Yar Rouf, Joydeep Mukherjee, Zhen Ming Jiang, Marin Litoiu
Disambiguating Performance Anomalies from Workload Changes in Cloud-Native Applications. ICPE (2024)
Hao Li, Gopi Krishnan Rajbahadur, Dayi Lin, Cor-Paul Bezemer, Zhen Ming Jiang
Keeping Deep Learning Models in Check: A History-Based Approach to Mitigate Overfitting. IEEE Access 12 (2024)
Xu Yang, Gopi Krishnan Rajbahadur, Dayi Lin, Shaowei Wang, Zhen Ming Jiang
SimClone: Detecting Tabular Data Clones using Value Similarity. CoRR (2024)
Ahmed E. Hassan, Dayi Lin, Gopi Krishnan Rajbahadur, Keheliya Gallaba, Filipe Roseiro Côgo, Boyuan Chen, Haoxiang Zhang, Kishanthan Thangarajah, Gustavo Ansaldi Oliva, Jiahuei Lin, Wali Mohammad Abdullah, Zhen Ming Jiang
Rethinking Software Engineering in the Foundation Model Era: A Curated Catalogue of Challenges in the Development of Trustworthy FMware. CoRR (2024)
Ahmed E. Hassan, Gustavo Ansaldi Oliva, Dayi Lin, Boyuan Chen, Zhen Ming Jiang
Rethinking Software Engineering in the Foundation Model Era: From Task-Driven AI Copilots to Goal-Driven AI Pair Programmers. CoRR (2024)
Hao Li, Gopi Krishnan Rajbahadur, Dayi Lin, Cor-Paul Bezemer, Zhen Ming Jiang
Keeping Deep Learning Models in Check: A History-Based Approach to Mitigate Overfitting. CoRR (2024)
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 (2023)
Moses Openja, Foutse Khomh, Armstrong Foundjem, Zhen Ming Jiang, Mouna Abidi, Ahmed E. Hassan
Studying the Practices of Testing Machine Learning Software in the Wild. CoRR (2023)
Moshi Wei, Nima Shiri Harzevili, Alvine Boaye Belle, Junjie Wang, Lin Shi, Jinqiu Yang, Song Wang, Zhen Ming Jiang
A Survey on Query-based API Recommendation. CoRR (2023)
Mohammad Mahdi Mohajer, Alvine Boaye Belle, Nima Shiri Harzevili, Junjie Wang, Hadi Hemmati, Song Wang, Zhen Ming Jiang
A First Look at Fairness of Machine Learning Based Code Reviewer Recommendation. CoRR (2023)
Yingzhe Lyu, Heng Li, Zhen Ming Jiang, Ahmed E. Hassan
Assessing the Maturity of Model Maintenance Techniques for AIOps Solutions. CoRR (2023)
Mohammad Mehdi Morovati, Amin Nikanjam, Florian Tambon, Foutse Khomh, Zhen Ming Jiang
Bug Characterization in Machine Learning-based Systems. CoRR (2023)
Jiawen Xiong, Yong Shi, Boyuan Chen, Filipe Roseiro Côgo, Zhen Ming Jiang
Towards Build Verifiability for Java-based Systems. CoRR (2022)
Arghavan Moradi Dakhel, Vahid Majdinasab, Amin Nikanjam, Foutse Khomh, Michel C. Desmarais, Zhen Ming Jiang
GitHub Copilot AI pair programmer: Asset or Liability? CoRR (2022)
Aaditya Bhatia, Ellis E. Eghan, Manel Grichi, William G. Cavanagh, Zhen Ming Jiang, Bram Adams
Towards a Change Taxonomy for Machine Learning Systems. CoRR (2022)
Yingzhe Lyu, Gopi Krishnan Rajbahadur, Dayi Lin, Boyuan Chen, Zhen Ming Jiang
Towards a consistent interpretation of AIOps models. CoRR (2022)
Yong Shi, Mingzhi Wen, Filipe Roseiro Côgo, Boyuan Chen, Zhen Ming Jiang
An Experience Report on Producing Verifiable Builds for Large-Scale Commercial Systems. IEEE Trans. Software Eng. 48 (9) (2022)
Boyuan Chen, Mingzhi Wen, Yong Shi, Dayi Lin, Gopi Krishnan Rajbahadur, Zhen Ming Jiang
Towards Training Reproducible Deep Learning Models. ICSE (2022)
Moses Openja, Amin Nikanjam, Ahmed Haj Yahmed, Foutse Khomh, Zhen Ming Jiang
An Empirical Study of Challenges in Converting Deep Learning Models. CoRR (2022)
Kim Long Ngo, Joydeep Mukherjee, Zhen Ming Jiang, Marin Litoiu
Evaluating the Scalability and Elasticity of Function as a Service Platform. ICPE (2022)
Jiawen Xiong, Yong Shi, Boyuan Chen, Filipe Roseiro Côgo, Zhen Ming Jiang
Towards Build Verifiability for Java-based Systems. ICSE (SEIP) (2022)
Boyuan Chen, Mingzhi Wen, Yong Shi, Dayi Lin, Gopi Krishnan Rajbahadur, Zhen Ming Jiang
Towards Training Reproducible Deep Learning Models. CoRR (2022)
Kim Long Ngo, Joydeep Mukherjee, Zhen Ming Jiang, Marin Litoiu
Has Your FaaS Application Been Decommissioned Yet? - A Case Study on the Idle Timeout in Function as a Service Infrastructure. CoRR (2022)
Mohammad Mehdi Morovati, Amin Nikanjam, Foutse Khomh, Zhen Ming Jiang
Bugs in Machine Learning-based Systems: A Faultload Benchmark. CoRR (2022)
Gopi Krishnan Rajbahadur, Erika Tuck, Li Zi, Zhang Wei, Dayi Lin, Boyuan Chen, Zhen Ming Jiang, Daniel Morales German
Can I use this publicly available dataset to build commercial AI software? Most likely not. CoRR (2021)
Minke Xiu, Ellis E. Eghan, Zhen Ming Jiang, Bram Adams
An Empirical Study on Release Engineering Practices in Open Source ML Package Repositories. CoRR (2020)
Catia Trubiani, Pooyan Jamshidi, Jürgen Cito, Weiyi Shang, Zhen Ming Jiang, Markus Borg
Performance Issues? Hey DevOps, Mind the Uncertainty. IEEE Softw. 36 (2) (2019)
Boyuan Chen, Zhen Ming Jiang, Paul Matos, Michael Lacaria
An Industrial Experience Report on Performance-Aware Refactoring on a Database-Centric Web Application. ASE (2019)
Tse-Hsun Chen, Mark D. Syer, Weiyi Shang, Zhen Ming Jiang, Ahmed E. Hassan, Mohamed N. Nasser, Parminder Flora
Analytics-Driven Load Testing: An Industrial Experience Report on Load Testing of Large-Scale Systems. ICSE-SEIP (2017)
Mark D. Syer, Weiyi Shang, Zhen Ming Jiang, Ahmed E. Hassan
Continuous validation of performance test workloads. Autom. Softw. Eng. 24 (1) (2017)
Shadi Ghaith, Miao Wang, Philip Perry, Zhen Ming Jiang, Patrick O'Sullivan, John Murphy
Anomaly detection in performance regression testing by transaction profile estimation. Softw. Test. Verification Reliab. 26 (1) (2016)
Tse-Hsun Chen, Weiyi Shang, Zhen Ming Jiang, Ahmed E. Hassan, Mohamed N. Nasser, Parminder Flora
Finding and Evaluating the Performance Impact of Redundant Data Access for Applications that are Developed Using Object-Relational Mapping Frameworks. IEEE Trans. Software Eng. 42 (12) (2016)
Ruoyu Gao, Zhen Ming Jiang, Cornel Barna, Marin Litoiu
A Framework to Evaluate the Effectiveness of Different Load Testing Analysis Techniques. ICST (2016)
Zhen Ming Jiang, Andreas Brunnert
LT 2015: The Fourth International Workshop on Large-Scale Testing. ICPE (2015)
Zhen Ming Jiang, Ahmed E. Hassan
A Survey on Load Testing of Large-Scale Software Systems. IEEE Trans. Software Eng. 41 (11) (2015)
King Chun Foo, Zhen Ming Jiang, Bram Adams, Ahmed E. Hassan, Ying Zou, Parminder Flora
An Industrial Case Study on the Automated Detection of Performance Regressions in Heterogeneous Environments. ICSE (2) (2015)
Weiyi Shang, Zhen Ming Jiang, Bram Adams, Ahmed E. Hassan, Michael W. Godfrey, Mohamed N. Nasser, Parminder Flora
An exploratory study of the evolution of communicated information about the execution of large software systems. J. Softw. Evol. Process. 26 (1) (2014)
Tse-Hsun Chen, Weiyi Shang, Zhen Ming Jiang, Ahmed E. Hassan, Mohamed N. Nasser, Parminder Flora
Detecting performance anti-patterns for applications developed using object-relational mapping. ICSE (2014)
Mark D. Syer, Zhen Ming Jiang, Meiyappan Nagappan, Ahmed E. Hassan, Mohamed N. Nasser, Parminder Flora
Continuous validation of load test suites. ICPE (2014)
Weiyi Shang, Meiyappan Nagappan, Ahmed E. Hassan, Zhen Ming Jiang
Understanding Log Lines Using Development Knowledge. ICSME (2014)
Weiyi Shang, Zhen Ming Jiang, Hadi Hemmati, Bram Adams, Ahmed E. Hassan, Patrick Martin
Assisting developers of big data analytics applications when deploying on hadoop clouds. ICSE (2013)
Mark D. Syer, Zhen Ming Jiang, Meiyappan Nagappan, Ahmed E. Hassan, Mohamed N. Nasser, Parminder Flora
Leveraging Performance Counters and Execution Logs to Diagnose Memory-Related Performance Issues. ICSM (2013)
Zhen Ming Jiang, Marin Litoiu, Ahmed E. Hassan, Paul Vytas
2nd International Workshop on Load Testing of Large Software Systems (LT 2013). CASCON (2013)
Thanh H. D. Nguyen, Bram Adams, Zhen Ming Jiang, Ahmed E. Hassan, Mohamed N. Nasser, Parminder Flora
Automated detection of performance regressions using statistical process control techniques. ICPE (2012)
Emad Shihab, Ahmed E. Hassan, Bram Adams, Zhen Ming Jiang
An industrial study on the risk of software changes. SIGSOFT FSE (2012)
King Chun Foo, Zhen Ming Jiang, Bram Adams, Ahmed E. Hassan, Ying Zou, Kim Martin, Parminder Flora
Modeling the performance of Ultra-Large-Scale systems using layered simulations. MESOCA (2011)
Emad Shihab, Zhen Ming Jiang, Bram Adams, Ahmed E. Hassan, Robert Bowerman
Prioritizing the creation of unit tests in legacy software systems. Softw. Pract. Exp. 41 (10) (2011)
Weiyi Shang, Zhen Ming Jiang, Bram Adams, Ahmed E. Hassan, Michael W. Godfrey, Mohamed N. Nasser, Parminder Flora
An Exploratory Study of the Evolution of Communicated Information about the Execution of Large Software Systems. WCRE (2011)
Thanh H. D. Nguyen, Bram Adams, Zhen Ming Jiang, Ahmed E. Hassan, Mohamed N. Nasser, Parminder Flora
Automated Verification of Load Tests Using Control Charts. APSEC (2011)
Zhen Ming Jiang
Automated analysis of load testing results. ISSTA (2010)
Emad Shihab, Zhen Ming Jiang, Bram Adams, Ahmed E. Hassan, Robert Bowerman
Prioritizing Unit Test Creation for Test-Driven Maintenance of Legacy Systems. QSIC (2010)
Haroon Malik, Zhen Ming Jiang, Bram Adams, Ahmed E. Hassan, Parminder Flora, Gilbert Hamann
Automatic Comparison of Load Tests to Support the Performance Analysis of Large Enterprise Systems. CSMR (2010)
King Chun Foo, Zhen Ming Jiang, Bram Adams, Ahmed E. Hassan, Ying Zou, Parminder Flora
Mining Performance Regression Testing Repositories for Automated Performance Analysis. QSIC (2010)
Bram Adams, Zhen Ming Jiang, Ahmed E. Hassan
Identifying crosscutting concerns using historical code changes. ICSE (1) (2010)
Emad Shihab, Zhen Ming Jiang, Walid M. Ibrahim, Bram Adams, Ahmed E. Hassan
Understanding the impact of code and process metrics on post-release defects: a case study on the Eclipse project. ESEM (2010)
Abram Hindle, Israel Herraiz, Emad Shihab, Zhen Ming Jiang
Mining Challenge 2010: FreeBSD, GNOME Desktop and Debian/Ubuntu. MSR (2010)
Zhen Ming Jiang, Alberto Avritzer, Emad Shihab, Ahmed E. Hassan, Parminder Flora
An Industrial Case Study on Speeding Up User Acceptance Testing by Mining Execution Logs. SSIRI (2010)
Emad Shihab, Zhen Ming Jiang, Ahmed E. Hassan
On the use of Internet Relay Chat (IRC) meetings by developers of the GNOME GTK+ project. MSR (2009)
Emad Shihab, Zhen Ming Jiang, Ahmed E. Hassan
Studying the use of developer IRC meetings in open source projects. ICSM (2009)
Weiyi Shang, Zhen Ming Jiang, Bram Adams, Ahmed E. Hassan
MapReduce as a general framework to support research in Mining Software Repositories (MSR). MSR (2009)
Zhen Ming Jiang, Ahmed E. Hassan, Gilbert Hamann, Parminder Flora
Automated performance analysis of load tests. ICSM (2009)
Zhen Ming Jiang, Ahmed E. Hassan, Parminder Flora, Gilbert Hamann
Abstracting Execution Logs to Execution Events for Enterprise Applications (Short Paper). QSIC (2008)
Dharmesh Thakkar, Zhen Ming Jiang, Ahmed E. Hassan, Gilbert Hamann, Parminder Flora
Retrieving relevant reports from a customer engagement repository. ICSM (2008)
Zhen Ming Jiang, Ahmed E. Hassan, Gilbert Hamann, Parminder Flora
An automated approach for abstracting execution logs to execution events. J. Softw. Maintenance Res. Pract. 20 (4) (2008)
Zhen Ming Jiang, Ahmed E. Hassan, Gilbert Hamann, Parminder Flora
Automatic identification of load testing problems. ICSM (2008)
Haroon Malik, Istehad Chowdhury, Hsiao-Ming Tsou, Zhen Ming Jiang, Ahmed E. Hassan
Understanding the rationale for updating a function's comment. ICSM (2008)
Zhen Ming Jiang, Ahmed E. Hassan
A Framework for Studying Clones In Large Software Systems. SCAM (2007)
Abram Hindle, Zhen Ming Jiang, Walid Koleilat, Michael W. Godfrey, Richard C. Holt
YARN: Animating Software Evolution. VISSOFT (2007)
Zhen Ming Jiang, Ahmed E. Hassan
Examining the evolution of code comments in PostgreSQL. MSR (2006)
Zhen Ming Jiang, Ahmed E. Hassan, Richard C. Holt
Visualizing Clone Cohesion and Coupling. APSEC (2006)
Ahmed E. Hassan, Zhen Ming Jiang, Richard C. Holt
Source versus Object Code Extraction for Recovering Software Architecture. WCRE (2005)