Snapshot Metrics Are Not Enough: Analyzing Software Repositories with Longitudinal Metrics
Thu 13 Oct 2022 16:20 - 16:30 at Room 128 - Technical Session 30 - Builds and Dependencies Chair(s): Christian Kästner
Software metrics capture information about software development products and processes. These metrics support decision-making, e.g., in team management or dependency selection. However, existing metrics tools measure only a snapshot of a software project. Little attention has been given to enabling engineers to reason about metric trends over time—longitudinal metrics that give insight about process, not just product. In this work, we present PRIME (PRocess Internal MEtrics), a tool for computing and visualizing process metrics. The currently-supported metrics include productivity, issue density, issue spoilage, and bus factor. We illustrate the value of longitudinal data and conclude with a research agenda. The demo video can be found at https://youtu.be/YigEHy3_JCo. The source code can be found at https://github.com/SoftwareSystemsLaboratory/prime.
Tue 11 OctDisplayed time zone: Eastern Time (US & Canada) change
10:00 - 10:30 | |||
10:00 30mDemonstration | WebMonitor: https://youtu.be/hqVw0JU3k9c Tool Demonstrations Ennio Visconti TU Wien, Christos Tsigkanos University of Bern, Switzerland, Laura Nenzi University of Trieste | ||
10:00 30mDemonstration | Quacky: Quantitative Access Control Permissiveness Analyzer Tool Demonstrations William Eiers University of California at Santa Barbara, USA, Ganesh Sankaran University of California Santa Barbara, Albert Li University of California Santa Barbara, Emily O'Mahony University of California Santa Barbara, Benjamin Prince University of California Santa Barbara, Tevfik Bultan University of California, Santa Barbara | ||
10:00 30mDemonstration | Snapshot Metrics Are Not Enough: Analyzing Software Repositories with Longitudinal Metrics Tool Demonstrations Nicholas Synovic Loyola University Chicago, Matt Hyatt Loyola University Chicago, Rohan Sethi Loyola University Chicago, Sohini Thota Loyola University Chicago, Shilpika University of California at Davis, Allan J. Miller Loyola University Chicago, Wenxin Jiang Purdue University, Emmanuel S. Amobi Loyola University Chicago, Austin Pinderski Duke University, Loyola University Chicago, Konstantin Läufer Loyola University Chicago, Nicholas J. Hayward Loyola University Chicago, Neil Klingensmith Loyola University Chicago, James C. Davis Purdue University, USA, George K. Thiruvathukal Loyola University Chicago and Argonne National Laboratory | ||
10:00 30mDemonstration | AUSERA: Automated Security Vulnerability Detection for Android AppsVirtual Tool Demonstrations Sen Chen Tianjin University, Yuxin Zhang Tianjin University, Lingling Fan Nankai University, Jiaming Li Tianjin University, Yang Liu Nanyang Technological University | ||
10:00 30mDemonstration | Trimmer: Context-Specific Code ReductionVirtual Tool Demonstrations Aatira Anum Ahmad Lahore University of Management Sciences, Mubashir Anwar University of Illinois Urbana-Champaign, Hashim Sharif University of Illinois at Urbana-Champaign, Ashish Gehani SRI, Fareed Zaffar Lahore University of Management Sciences | ||
10:00 30mDemonstration | Maktub: Lightweight Robot System Test Creation and Automation Tool Demonstrations | ||
10:00 30mDemonstration | V-Achilles: An Interactive Visualization of Transitive Security Vulnerabilities Tool Demonstrations Vipawan Jarukitpipat Mahidol University, Xiao Peng China EverBright Bank, Xiao Peng China EverBright Bank, Chaiyong Ragkhitwetsagul Mahidol University, Thailand, Morakot Choetkiertikul Mahidol University, Thailand, Thanwadee Sunetnanta Mahidol University, Raula Gaikovina Kula Nara Institute of Science and Technology, Bodin Chinthanet Nara Institute of Science and Technology, Takashi Ishio Nara Institute of Science and Technology, Kenichi Matsumoto Nara Institute of Science and Technology | ||
10:00 30mDemonstration | RobSimVer: A Tool for RoboSim Modeling and AnalysisVirtual Tool Demonstrations Dehui Du East China Normal University, Ana Cavalcanti University of York, JihuiNie East China Normal University | ||
10:00 30mDemonstration | Xscope: Hunting for Cross-Chain Bridge AttacksVirtual Tool Demonstrations Jiashuo Zhang Peking University, China, Jianbo Gao Peking University, Yue Li Peking University, Ziming Chen Peking University, Zhi Guan Peking University, Zhong Chen | ||
10:00 30mDemonstration | SAFA: A Tool for Supporting Safety Analysis in Evolving Software Systems Tool Demonstrations Alberto D. Rodriguez University of Notre Dame, Timothy Newman University of Notre Dame, Katherine R. Dearstyne University of Notre Dame, Jane Cleland-Huang University of Notre Dame | ||
10:00 30mDemonstration | Building recommender systems for modelling languages with DroidVirtual Tool Demonstrations Lissette Almonte Universidad Autónoma de Madrid, Esther Guerra Universidad Autónoma de Madrid, Iván Cantador Universidad Autónoma de Madrid, Juan de Lara Autonomous University of Madrid Pre-print Media Attached | ||
10:00 30mDemonstration | Shibboleth: Hybrid Patch Correctness Assessment in Automated Program Repair Tool Demonstrations |
Thu 13 OctDisplayed time zone: Eastern Time (US & Canada) change
16:00 - 18:00 | Technical Session 30 - Builds and DependenciesJournal-first Papers / Research Papers / Tool Demonstrations at Room 128 Chair(s): Christian Kästner Carnegie Mellon University | ||
16:00 20mResearch paper | Towards Understanding Third-party Library Dependency in C/C++ Ecosystem Research Papers Wei Tang Tsinghua University, Zhengzi Xu Nanyang Technological University, Chengwei Liu Nanyang Technological University, Singapore, Wu Jiahui Nanyang Technological University, shouguo yang Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China, Yi Li Nanyang Technological University, Ping Luo Tsinghua University, Yang Liu Nanyang Technological University | ||
16:20 10mDemonstration | Snapshot Metrics Are Not Enough: Analyzing Software Repositories with Longitudinal Metrics Tool Demonstrations Nicholas Synovic Loyola University Chicago, Matt Hyatt Loyola University Chicago, Rohan Sethi Loyola University Chicago, Sohini Thota Loyola University Chicago, Shilpika University of California at Davis, Allan J. Miller Loyola University Chicago, Wenxin Jiang Purdue University, Emmanuel S. Amobi Loyola University Chicago, Austin Pinderski Duke University, Loyola University Chicago, Konstantin Läufer Loyola University Chicago, Nicholas J. Hayward Loyola University Chicago, Neil Klingensmith Loyola University Chicago, James C. Davis Purdue University, USA, George K. Thiruvathukal Loyola University Chicago and Argonne National Laboratory | ||
16:30 20mResearch paper | Not All Dependencies are Equal: An Empirical Study on Production Dependencies in NPM Research Papers Jasmine Latendresse Concordia University, Suhaib Mujahid Mozilla, Diego Costa Concordia University, Canada, Emad Shihab Concordia University | ||
16:50 20mResearch paper | Understanding and Predicting Docker Build Duration: An Empirical Study of Containerized Workflow of OSS ProjectsVirtual Research Papers Yiwen Wu National University of Defense Technology, Yang Zhang National University of Defense Technology, China, Kele Xu National University of Defense Technology, Tao Wang National University of Defense Technology, Huaimin Wang National University of Defense Technology | ||
17:10 20mPaper | CIT-daily: A Combinatorial Interaction Testing-Based Daily Build ProcessVirtual Journal-first Papers Hanefi Mercan Sabanci University, Atakan Aytar Sabanci University, Giray Coskun Sabanci University, Dilara Müstecep Sabanci University, Gülsüm Uzer Sabanci University, Cemal Yilmaz Sabancı University Link to publication DOI | ||
17:30 20mResearch paper | Using Consensual Biterms from Text Structures of Requirements and Code to Improve IR-Based Traceability RecoveryVirtual Research Papers Hui Gao Nanjing University, Hongyu Kuang Nanjing University, Kexin Sun Nanjing University, Xiaoxing Ma Nanjing University, Alexander Egyed Johannes Kepler University Linz, Patrick Mäder Technische Universität Ilmenau, Guoping Rong Nanjing University, Dong Shao Nanjing University, He Zhang Nanjing University Pre-print Media Attached |