Software Engineering Empirical Research Radar
Performance / Energy / Reliability Papers
Papers tagged as Performance / Energy / Reliability.
| Paper | Venue | Year | Topics |
|---|---|---|---|
| Robust Vulnerability Detection across Compilations: LLVM-IR vs. Assembly with Transformer Model. Rony Shir; Priyanka Prakash Surve; Yuval Elovici; Asaf Shabtai | ISSTA | 2025 | AI / LLM for SE; Performance / Energy / Reliability |
| Rethinking Performance Analysis for Configurable Software Systems: A Case Study from a Fitness Landscape Perspective. Mingyu Huang; Peili Mao; Ke Li 0001 | ISSTA | 2025 | Human / Empirical / Socio-technical; Performance / Energy / Reliability |
| Hulk: Exploring Data-Sensitive Performance Anomalies in DBMSs via Data-Driven Analysis. Zhiyong Wu 0010; Jie Liang 0006; Jingzhou Fu; Mingzhe Wang; Yu Jiang 0001 | ISSTA | 2025 | Performance / Energy / Reliability |
| Doctor: Optimizing Container Rebuild Efficiency by Instruction Re-orchestration. Zhiling Zhu; Tieming Chen; Chengwei Liu; Han Liu 0012; Qijie Song; Zhengzi Xu; Yang Liu 0003 | ISSTA | 2025 | Cloud / Microservices / Distributed Systems; Performance / Energy / Reliability |
| A Low-Cost Feature Interaction Fault Localization Approach for Software Product Lines. Haining Wang 0006; Yi Xiang 0002; Han Huang 0002; Jie Cao; Kaichen Chen; Xiaowei Yang 0003 | ISSTA | 2025 | Debugging / Fault Localization / Diagnosis / Repair; Performance / Energy / Reliability |
| Unveiling the Energy Vampires: A Methodology for Debugging Software Energy Consumption. Enrique Barba Roque, Luis Cruz 0002, Thomas Durieux | ICSE | 2025 | Debugging / Fault Localization / Diagnosis / Repair; Performance / Energy / Reliability |
| The Same Only Different: On Information Modality for Configuration Performance Analysis. Hongyuan Liang, Yue Huang, Tao Chen | ICSE | 2025 | DevOps / CI / Build / Release; Performance / Energy / Reliability |
| Search-Based LLMs for Code Optimization. Shuzheng Gao, Cuiyun Gao 0001, Wenchao Gu, Michael R. Lyu | ICSE | 2025 | Performance / Energy / Reliability |
| PUPPY: Finding Performance Degradation Bugs in DBMSs via Limited-Optimization Plan Construction. Zhiyong Wu 0010, Jie Liang 0006, Jingzhou Fu, Mingzhe Wang, Yu Jiang 0001 | ICSE | 2025 | Performance / Energy / Reliability |
| Measuring the Runtime Performance of C++ Code Written by Humans Using Github Copilot. Daniel Erhabor, Sreeharsha Udayashankar, Meiyappan Nagappan, Samer Al-Kiswany | ICSE | 2025 | Human / Empirical / Socio-technical; Performance / Energy / Reliability |
| Faster Configuration Performance Bug Testing with Neural Dual-Level Prioritization. Youpeng Ma, Tao Chen 0001, Ke Li 0001 | ICSE | 2025 | Testing / QA; AI / LLM for SE; DevOps / CI / Build / Release; Performance / Energy / Reliability |
| Evaluating Garbage Collection Performance Across Managed Language Runtimes. Yicheng Wang, Wensheng Dou, Yu Liang, Yi Wang 0069, Wei Wang 0049 | ICSE | 2025 | Performance / Energy / Reliability |
| Early Detection of Performance Regressions by Bridging Local Performance Data and Architectural Models. Lizhi Liao, Simon Eismann, Heng Li 0007, Cor-Paul Bezemer, Diego Elias Costa | ICSE | 2025 | Requirements / Modeling / Architecture; Performance / Energy / Reliability |
| Boosting Static Resource Leak Detection via LLM-based Resource-Oriented Intention Inference. Chong Wang, Jianan Liu, Xin Peng, Yang Liu, Yiling Lou | ICSE | 2025 | AI / LLM for SE; Performance / Energy / Reliability |
| ADAMAS: Adaptive Domain-Aware Performance Anomaly Detection in Cloud Service Systems. Wenwei Gu, Jiazhen Gu, Jinyang Liu 0002, Zhuangbin Chen, Jianping Zhang 0002 | ICSE | 2025 | Cloud / Microservices / Distributed Systems; Performance / Energy / Reliability |
| Understanding Debugging as Episodes: A Case Study on Performance Bugs in Configurable Software Systems. Max Weber; Alina Mailach; Sven Apel; Janet Siegmund; Raimund Dachselt; Norbert Siegmund | FSE | 2025 | Debugging / Fault Localization / Diagnosis / Repair; Human / Empirical / Socio-technical; Performance / Energy / Reliability |
| TracePicker: Optimization-Based Trace Sampling for Microservice-Based Systems. Shuaiyu Xie; Jian Wang 0018; Maodong Li 0006; Peiran Chen; Jifeng Xuan; Bing Li 0010 | FSE | 2025 | Cloud / Microservices / Distributed Systems; Performance / Energy / Reliability |
| Towards Understanding Performance Bugs in Popular Data Science Libraries. Haowen Yang; Zhengda Li; Zhiqing Zhong; Xiaoying Tang 0002; Pinjia He | FSE | 2025 | Performance / Energy / Reliability |
| Revisiting Optimization-Resilience Claims in Binary Diffing Tools: Insights from LLVM Peephole Optimization Analysis. Xiaolei Ren 0001; Mengfei Ren 0001; Yu Lei 0001; Jiang Ming 0002 | FSE | 2025 | Performance / Energy / Reliability |
| QSF: Multi-objective Optimization Based Efficient Solving for Floating-Point Constraints. Xu Yang; Zhenbang Chen 0001; Wei Dong 0006; Ji Wang 0001 | FSE | 2025 | Performance / Energy / Reliability |
| NLP Libraries, Energy Consumption and Runtime: An Empirical Study. Rajrupa Chattaraj; Sridhar Chimalakonda | FSE | 2025 | Human / Empirical / Socio-technical; Performance / Energy / Reliability |
| COFFE: A Code Efficiency Benchmark for Code Generation. Yun Peng 0003; Jun Wan; Yichen Li 0003; Xiaoxue Ren | FSE | 2025 | Performance / Energy / Reliability |
| Beyond PEFT: Layer-Wise Optimization for More Effective and Efficient Large Code Model Tuning. Chaozheng Wang; Jia Feng; Shuzheng Gao; Cuiyun Gao 0001; Zongjie Li; Ting Peng; Hailiang Huang 0004; Yuetang Deng; Michael R. Lyu | FSE | 2025 | AI / LLM for SE; Performance / Energy / Reliability |
| When Faster Isn't Greener: The Hidden Costs of LLM-Based Code Optimization. Tristan Coignion, Clément Quinton, Romain Rouvoy | ASE | 2025 | AI / LLM for SE; Performance / Energy / Reliability |
| Walk the Talk: Is Your Log-based Software Reliability Maintenance System Really Reliable? Minghua He, Tong Jia, Chiming Duan, Pei Xiao 0007, Lingzhe Zhang | ASE | 2025 | Maintenance / Evolution / Refactoring / Review; Cloud / Microservices / Distributed Systems; Performance / Energy / Reliability |
| Understanding Resource Injection Vulnerabilities in Kubernetes Ecosystems. Defang Bo, Jie Lu 0009, Feng Li 0045, Jingting Chen, Jinchen Wang | ASE | 2025 | Cloud / Microservices / Distributed Systems; Performance / Energy / Reliability |
| Tuning LLM-based Code Optimization via Meta-Prompting: An Industrial Perspective. Jingzhi Gong, Rafail Giavrimis, Paul Brookes, Vardan Voskanyan, Fan Wu 0009 | ASE | 2025 | AI / LLM for SE; Performance / Energy / Reliability |
| The Cost of Downgrading Build Systems : A Case Study of Kubernetes. Gareema Ranjan, Mahmoud Alfadel, Gengyi Sun, Shane McIntosh | ASE | 2025 | Human / Empirical / Socio-technical; DevOps / CI / Build / Release; Cloud / Microservices / Distributed Systems; Performance / Energy / Reliability |
| SMTgazer: Learning to Schedule SMT Algorithms via Bayesian Optimization. Chuan Luo 0002, Shaoke Cui, Jianping Song, Xindi Zhang, Wei Wu 0011 | ASE | 2025 | Performance / Energy / Reliability |
| Repairing Leaks in Resource Wrappers. Sanjay Malakar, Michael D. Ernst, Martin Kellogg, Manu Sridharan | ASE | 2025 | Debugging / Fault Localization / Diagnosis / Repair; Performance / Energy / Reliability |
| PrioTestCI: Efficient Test Case Prioritization in GitHub Workflows for CI Optimization. Shubham Vasudeo Desai, Shonil Bhide, Souhaila Serbout, Luciano Marchezan, Wesley K. G. Assunção | ASE | 2025 | Testing / QA; Human / Empirical / Socio-technical; DevOps / CI / Build / Release; Performance / Energy / Reliability |
| PEACE: Towards Efficient Project-Level Efficiency Optimization via Hybrid Code Editing. Xiaoxue Ren, Jun Wan, Yun Peng, Zhongxin Liu 0002, Ming Liang | ASE | 2025 | Performance / Energy / Reliability |
| ORMorpher: An Interactive Framework for ORM Translation and Optimization. Milan Abrahám, Pavel Koupil | ASE | 2025 | Performance / Energy / Reliability |
| MobileUPReg: Identifying User-Perceived Performance Regressions in Mobile OS Versions. Wei Liu 0155, Yi Wen Heng, Feng Lin, Tse-Hsun Peter Chen, Ahmed E. Hassan | ASE | 2025 | Mobile / Web / GUI / Android; Performance / Energy / Reliability |
| LLM-Powered Fully Automated Chaos Engineering: Towards Enabling Anyone to Build Resilient Software Systems at Low Cost. Daisuke Kikuta, Hiroki Ikeuchi, Kengo Tajiri | ASE | 2025 | AI / LLM for SE; DevOps / CI / Build / Release; Performance / Energy / Reliability |
| It's Not Easy Being Green: On the Energy Efficiency of Programming Languages. Nicolas van Kempen, Hyuk-Je Kwon, Dung Tuan Nguyen, Emery D. Berger | ASE | 2025 | Performance / Energy / Reliability |
| Improving Quality of LLM Code Generation in Low-Resource Programming Languages via Uncertainty Estimation. Georgii Andriushchenko | ASE | 2025 | AI / LLM for SE; Performance / Energy / Reliability |
| From Redundancy to Efficiency: Exploiting Shared UI Interactions towards Efficient LLM-Based Testing. Xuan Wang, Yingchuan Wang, Yongxiang Hu 0003, Yu Zhang 0165, Hailiang Jin | ASE | 2025 | Testing / QA; AI / LLM for SE; Mobile / Web / GUI / Android; Performance / Energy / Reliability |
| Fixing Broken Graphs: LLM-Powered Automatic Code Optimization for DNN Programs. Haotian Wang, Yicheng Sui, Yudong Xie, Yicong Liu, Yufei Sun | ASE | 2025 | AI / LLM for SE; Debugging / Fault Localization / Diagnosis / Repair; Performance / Energy / Reliability |
| Element-Aware Fine-Tuning of Vision-Language Models for Cost-Efficient GUI Testing in an Industrial Setting. Mengzhou Wu, Yuzhe Guo, Yuan Cao, Haochuan Lu, Hengyu Zhang | ASE | 2025 | Testing / QA; Mobile / Web / GUI / Android; Performance / Energy / Reliability |
| DrainCode: Stealthy Energy Consumption Attacks on Retrieval-Augmented Code Generation via Context Poisoning. Yanli Wang 0001, Jiadong Wu, Tianyue Jiang, Mingwei Liu 0002, Jiachi Chen | ASE | 2025 | Performance / Energy / Reliability |
| Don't Mess with Bro's Cheese! An Empirical Study of Resource Conflict in Android Multi-window. Chenkai Guo, Huimin Zhao, Tianhong Wang 0010, Naipeng Dong, Qingqing Dong | ASE | 2025 | Human / Empirical / Socio-technical; Mobile / Web / GUI / Android; Performance / Energy / Reliability |
| Diagnosing Performance Differences in Model Checkers via Runtime-Guided Problem Generation. Yibo Dong 0001, Yicong Xu, Wenjing Deng, Yu Chen, Xiaoyu Zhang | ASE | 2025 | Performance / Energy / Reliability |
| Demystifying Cross-Language C/C++ Binaries: A Robust Software Component Analysis Approach. Meiqiu Xu, Ying Wang 0038, Wei Tang, Xian Zhan, Shing-Chi Cheung | ASE | 2025 | Performance / Energy / Reliability |
| Amur: Fixing Multi-Resource Leaks Guided by Resource Flow Analysis. Jinyoung Kim, Eunseok Lee | ASE | 2025 | Debugging / Fault Localization / Diagnosis / Repair; Performance / Energy / Reliability |
| Adaptive Performance Regression Detection Using A Semi-Supervised Siamese Network. Yongqian Sun, Mengyao Li, Xiao Xiong, Lei Tao, Yimin Zuo | ASE | 2025 | Testing / QA; Performance / Energy / Reliability |
| APKARMOR: Low-Cost Lightweight Anti-Decompilation Techniques for Android Apps. Jiayang Liu, Yanjie Zhao, Pengcheng Xia, Haoyu Wang | ASE | 2025 | Mobile / Web / GUI / Android; Performance / Energy / Reliability |
| ADPerf: Investigating and Testing Performance in Autonomous Driving Systems. Tri Minh-Triet Pham, Diego Elias Costa, Weiyi Shang, Jinqiu Yang 0001 | ASE | 2025 | Testing / QA; Performance / Energy / Reliability |
| Synthesis of Sound and Precise Storage Cost Bounds via Unsound Resource Analysis and Max-SMT. Elvira Albert, Jesús Correas, Pablo Gordillo, Guillermo Román-Díez, Albert Rubio | ISSTA | 2024 | Performance / Energy / Reliability |
| Large Language Models Can Connect the Dots: Exploring Model Optimization Bugs with Domain Knowledge-Aware Prompts. Hao Guan 0001, Guangdong Bai, Yepang Liu 0001 | ISSTA | 2024 | Performance / Energy / Reliability |
| CEBin: A Cost-Effective Framework for Large-Scale Binary Code Similarity Detection. Hao Wang 0226, Zeyu Gao, Chao Zhang 0008, Mingyang Sun, Yuchen Zhou 0007 | ISSTA | 2024 | Performance / Energy / Reliability |
| Automated Testing of Networked Systems Reliability. Michal Rozsíval | ISSTA | 2024 | Testing / QA; Performance / Energy / Reliability |
| Automated Deep Learning Optimization via DSL-Based Source Code Transformation. Ruixin Wang, Minghai Lu, Cody Hao Yu, Yi-Hsiang Lai, Tianyi Zhang 0001 | ISSTA | 2024 | AI / LLM for SE; Performance / Energy / Reliability |
| Arfa: An Agile Regime-Based Floating-Point Optimization Approach for Rounding Errors. Jinchen Xu, Mengqi Cui, Fei Li 0045, Zuoyan Zhang, Hongru Yang | ISSTA | 2024 | Performance / Energy / Reliability |
| An Empirical Examination of Fuzzer Mutator Performance. James Kukucka, Luís Pina, Paul Ammann, Jonathan Bell 0001 | ISSTA | 2024 | Testing / QA; Human / Empirical / Socio-technical; Performance / Energy / Reliability |
| Trace-based Multi-Dimensional Root Cause Localization of Performance Issues in Microservice Systems. Chenxi Zhang 0003, Zhen Dong, Xin Peng 0001, Bicheng Zhang, Miao Chen | ICSE | 2024 | Debugging / Fault Localization / Diagnosis / Repair; Cloud / Microservices / Distributed Systems; Performance / Energy / Reliability |
| Tensor-Aware Energy Accounting. Timur Babakol, Yu David Liu | ICSE | 2024 | Performance / Energy / Reliability |
| Resource Usage and Optimization Opportunities in Workflows of GitHub Actions. Islem Bouzenia, Michael Pradel | ICSE | 2024 | Human / Empirical / Socio-technical; Performance / Energy / Reliability |
| Predicting Performance and Accuracy of Mixed-Precision Programs for Precision Tuning. Yutong Wang, Cindy Rubio-González | ICSE | 2024 | Performance / Energy / Reliability |
| JLeaks: A Featured Resource Leak Repository Collected From Hundreds of Open-Source Java Projects. Tianyang Liu, Weixing Ji, Xiaohui Dong, Wuhuang Yao, Yizhuo Wang 0001 | ICSE | 2024 | DevOps / CI / Build / Release; Performance / Energy / Reliability |
| CERT: Finding Performance Issues in Database Systems Through the Lens of Cardinality Estimation. Jinsheng Ba, Manuel Rigger | ICSE | 2024 | Performance / Energy / Reliability |
| BinAug: Enhancing Binary Similarity Analysis with Low-Cost Input Repairing. Wai Kin Wong, Huaijin Wang 0001, Zongjie Li, Shuai Wang 0011 | ICSE | 2024 | Performance / Energy / Reliability |
| Predicting Configuration Performance in Multiple Environments with Sequential Meta-Learning. Jingzhi Gong; Tao Chen 0001 | FSE | 2024 | DevOps / CI / Build / Release; Performance / Energy / Reliability |
| Evolutionary Multi-objective Optimization for Contextual Adversarial Example Generation. Shasha Zhou; Mingyu Huang; Yanan Sun 0001; Ke Li 0001 | FSE | 2024 | Performance / Energy / Reliability |
| DAInfer: Inferring API Aliasing Specifications from Library Documentation via Neurosymbolic Optimization. Chengpeng Wang 0001; Jipeng Zhang; Rongxin Wu; Charles Zhang 0001 | FSE | 2024 | Performance / Energy / Reliability |
| BARO: Robust Root Cause Analysis for Microservices via Multivariate Bayesian Online Change Point Detection. Luan Pham; Huong Ha 0001; Hongyu Zhang 0002 | FSE | 2024 | Debugging / Fault Localization / Diagnosis / Repair; Maintenance / Evolution / Refactoring / Review; Performance / Energy / Reliability |
| Towards a Robust Waiting Strategy for Web GUI Testing for an Industrial Software System. Haonan Zhang 0006, Lizhi Liao, Zishuo Ding, Weiyi Shang, Nidhi Narula | ASE | 2024 | Testing / QA; Mobile / Web / GUI / Android; Performance / Energy / Reliability |
| Towards Robust ML-enabled Software Systems: Detecting Out-of-Distribution data using Gini Coefficients. Hala Abdelkader, Jean-Guy Schneider, Mohamed Abdelrazek 0001, Priya Rani, Rajesh Vasa | ASE | 2024 | Performance / Energy / Reliability |
| Towards Robust Detection of Open Source Software Supply Chain Poisoning Attacks in Industry Environments. Xinyi Zheng, Chen Wei, Shenao Wang 0001, Yanjie Zhao 0001, Peiming Gao | ASE | 2024 | Human / Empirical / Socio-technical; Performance / Energy / Reliability |
| MaskDroid: Robust Android Malware Detection with Masked Graph Representations. Jingnan Zheng, Jiahao Liu 0005, An Zhang 0003, Jun Zeng 0006, Ziqi Yang | ASE | 2024 | Security / Privacy / Vulnerability; Mobile / Web / GUI / Android; Performance / Energy / Reliability |
| How Does Code Optimization Impact Third-party Library Detection for Android Applications? Zifan Xie, Ming Wen 0001, Tinghan Li, Yiding Zhu, Qinsheng Hou | ASE | 2024 | Mobile / Web / GUI / Android; Performance / Energy / Reliability |
| Giving Every Modality a Voice in Microservice Failure Diagnosis via Multimodal Adaptive Optimization. Lei Tao, Shenglin Zhang, Zedong Jia, Jinrui Sun, Minghua Ma | ASE | 2024 | Debugging / Fault Localization / Diagnosis / Repair; Cloud / Microservices / Distributed Systems; Performance / Energy / Reliability |
| Finding Performance Issues in Rust Projects. Chenhao Cui | ASE | 2024 | Performance / Energy / Reliability |
| Enhancing the Efficiency of Automated Program Repair via Greybox Analysis. Youngjae Kim, Yechan Park, Seungheon Han, Jooyong Yi | ASE | 2024 | Debugging / Fault Localization / Diagnosis / Repair; Performance / Energy / Reliability |
| Enabling Cost-Effective UI Automation Testing with Retrieval-Based LLMs: A Case Study in WeChat. Sidong Feng, Haochuan Lu, Jianqin Jiang, Ting Xiong, Likun Huang | ASE | 2024 | Testing / QA; Human / Empirical / Socio-technical; Mobile / Web / GUI / Android; Performance / Energy / Reliability |
| Dynamic Scoring Code Token Tree: A Novel Decoding Strategy for Generating High-Performance Code. Muzi Qu, Jie Liu 0008, Liangyi Kang, Shuai Wang, Dan Ye 0004 | ASE | 2024 | Performance / Energy / Reliability |
| Cloud Resource Protection via Automated Security Property Reasoning. Zhixing Xu, Shengjian Guo, Oksana Tkachuk, Saeed Nejati, Niloofar Razavi | ASE | 2024 | Security / Privacy / Vulnerability; Cloud / Microservices / Distributed Systems; Performance / Energy / Reliability |
| BenchCloud: A Platform for Scalable Performance Benchmarking. Dirk Beyer 0001, Po-Chun Chien, Marek Jankola | ASE | 2024 | Performance / Energy / Reliability |
| Balancing the Quality and Cost of Updating Dependencies. Damien Jaime, Pascal Poizat, Joyce El Haddad, Thomas Degueule | ASE | 2024 | Performance / Energy / Reliability |
| AI-driven Java Performance Testing: Balancing Result Quality with Testing Time. Luca Traini, Federico Di Menna, Vittorio Cortellessa | ASE | 2024 | Testing / QA; AI / LLM for SE; Performance / Energy / Reliability |
| A Formal Treatment of Performance Bugs. Omar I. Al-Bataineh | ASE | 2024 | Program Analysis / Verification / Formal Methods; Performance / Energy / Reliability |
| TreeLine and SlackLine: Grammar-Based Performance Fuzzing on Coffee Break. Ziyad Alsaeed, Michal Young | ISSTA | 2023 | Testing / QA; Performance / Energy / Reliability |
| KeenTune: Automated Tuning Tool for Cloud Application Performance Testing and Optimization. Qinglong Wang 0003, Runzhe Wang, Yuxi Hu, Xiaohai Shi, Zheng Liu | ISSTA | 2023 | Testing / QA; Cloud / Microservices / Distributed Systems; Performance / Energy / Reliability |
| June: A Type Testability Transformation for Improved ATG Performance. Dan Bruce, David A. Kelly, Héctor D. Menéndez 0001, Earl T. Barr, David Clark 0001 | ISSTA | 2023 | Program Analysis / Verification / Formal Methods; Performance / Energy / Reliability |
| DyCL: Dynamic Neural Network Compilation Via Program Rewriting and Graph Optimization. Simin Chen, Shiyi Wei, Cong Liu 0005, Wei Yang 0013 | ISSTA | 2023 | AI / LLM for SE; Performance / Energy / Reliability |
| Twins or False Friends? A Study on Energy Consumption and Performance of Configurable Software. Max Weber, Christian Kaltenecker, Florian Sattler, Sven Apel, Norbert Siegmund | ICSE | 2023 | Human / Empirical / Socio-technical; Performance / Energy / Reliability |
| Reliability Assurance for Deep Neural Network Architectures Against Numerical Defects. Linyi Li 0001, Yuhao Zhang 0005, Luyao Ren, Yingfei Xiong 0001, Tao Xie 0001 | ICSE | 2023 | AI / LLM for SE; Performance / Energy / Reliability |
| Faster or Slower? Performance Mystery of Python Idioms Unveiled with Empirical Evidence. Zejun Zhang 0006, Zhenchang Xing, Xin Xia 0001, Xiwei Xu 0001, Liming Zhu 0001 | ICSE | 2023 | Human / Empirical / Socio-technical; Performance / Energy / Reliability |
| Efficiency Matters: Speeding Up Automated Testing with GUI Rendering Inference. Sidong Feng, Mulong Xie, Chunyang Chen 0001 | ICSE | 2023 | Testing / QA; Mobile / Web / GUI / Android; Performance / Energy / Reliability |
| Analysing the Impact of Workloads on Modeling the Performance of Configurable Software Systems. Stefan Mühlbauer, Florian Sattler, Christian Kaltenecker, Johannes Dorn, Sven Apel | ICSE | 2023 | Requirements / Modeling / Architecture; Performance / Energy / Reliability |
| A Comprehensive Study of Real-World Bugs in Machine Learning Model Optimization. Hao Guan 0001, Ying Xiao, Jiaying Li 0001, Yepang Liu 0001, Guangdong Bai | ICSE | 2023 | AI / LLM for SE; Human / Empirical / Socio-technical; Performance / Energy / Reliability |
| When Function Inlining Meets WebAssembly: Counterintuitive Impacts on Runtime Performance. Alan Romano, Weihang Wang 0001 | FSE | 2023 | Performance / Energy / Reliability |
| Speeding up SMT Solving via Compiler Optimization. Benjamin Mikek, Qirun Zhang | FSE | 2023 | Performance / Energy / Reliability |
| Predicting Software Performance with Divide-and-Learn. Jingzhi Gong, Tao Chen 0001 | FSE | 2023 | Performance / Energy / Reliability |
| Mining Resource-Operation Knowledge to Support Resource Leak Detection. Chong Wang 0013, Yiling Lou, Xin Peng 0001, Jianan Liu, Baihan Zou | FSE | 2023 | Performance / Energy / Reliability |
| IoPV: On Inconsistent Option Performance Variations. Jinfu Chen 0002, Zishuo Ding, Yiming Tang 0002, Mohammed Sayagh, Heng Li 0007 | FSE | 2023 | Performance / Energy / Reliability |
| From Leaks to Fixes: Automated Repairs for Resource Leak Warnings. Akshay Utture, Jens Palsberg | FSE | 2023 | Debugging / Fault Localization / Diagnosis / Repair; Performance / Energy / Reliability |
| Fix Fairness, Don't Ruin Accuracy: Performance Aware Fairness Repair using AutoML. Giang Nguyen, Sumon Biswas, Hridesh Rajan | FSE | 2023 | Debugging / Fault Localization / Diagnosis / Repair; Performance / Energy / Reliability |
| DiagConfig: Configuration Diagnosis of Performance Violations in Configurable Software Systems. Zhiming Chen, Pengfei Chen 0002, Peipei Wang, Guangba Yu, Zilong He | FSE | 2023 | DevOps / CI / Build / Release; Performance / Energy / Reliability |
| DecompoVision: Reliability Analysis of Machine Vision Components through Decomposition and Reuse. Boyue Caroline Hu, Lina Marsso, Nikita Dvornik, Huakun Shen, Marsha Chechik | FSE | 2023 | Performance / Energy / Reliability |
| DENT: A Tool for Tagging Stack Overflow Posts with Deep Learning Energy Patterns. Shriram Shanbhag, Sridhar Chimalakonda, Vibhu Saujanya Sharma, Vikrant Kaulgud | FSE | 2023 | AI / LLM for SE; Performance / Energy / Reliability |
| Adapting Performance Analytic Techniques in a Real-World Database-Centric System: An Industrial Experience Report. Lizhi Liao, Heng Li 0007, Weiyi Shang, Catalin Sporea, Andrei Toma | FSE | 2023 | Performance / Energy / Reliability |
| Thunderkaller: Profiling and Improving the Performance of Syzkaller. Yang Lan, Di Jin, Zhun Wang, Wende Tan, Zheyu Ma | ASE | 2023 | Performance / Energy / Reliability |
| Software Entity Recognition with Noise-Robust Learning. Tai Nguyen 0005, Yifeng Di, Joohan Lee, Muhao Chen 0001, Tianyi Zhang 0001 | ASE | 2023 | Performance / Energy / Reliability |
| RocketHA: A High Availability Design Paradigm for Distributed Log-Based Storage System. Juntao Ji, Rongtong Jin, Yubao Fu, Yinyou Gu, Tsung-Han Tsai | ASE | 2023 | Requirements / Modeling / Architecture; Cloud / Microservices / Distributed Systems; Performance / Energy / Reliability |
| Robin: A Novel Method to Produce Robust Interpreters for Deep Learning-Based Code Classifiers. Zhen Li 0027, Ruqian Zhang, Deqing Zou, Ning Wang 0098, Yating Li | ASE | 2023 | AI / LLM for SE; Performance / Energy / Reliability |
| Revealing Performance Issues in Server-Side WebAssembly Runtimes Via Differential Testing. Shuyao Jiang, Ruiying Zeng, Zihao Rao, Jiazhen Gu, Yangfan Zhou 0002 | ASE | 2023 | Testing / QA; Performance / Energy / Reliability |
| RJoules: An Energy Measurement Tool for R. Rajrupa Chattaraj, Sridhar Chimalakonda | ASE | 2023 | Performance / Energy / Reliability |
| Perfce: Performance Debugging on Databases with Chaos Engineering-Enhanced Causality Analysis. Zhenlan Ji, Pingchuan Ma 0004, Shuai Wang 0011 | ASE | 2023 | Debugging / Fault Localization / Diagnosis / Repair; Performance / Energy / Reliability |
| On-the-fly Improving Performance of Deep Code Models via Input Denoising. Zhao Tian, Junjie Chen 0003, Xiangyu Zhang 0001 | ASE | 2023 | Performance / Energy / Reliability |
| NRAgo: Solving SMT(NRA) Formulas with Gradient-Based Optimization. Minghao Liu 0001, Kunhang Lv, Pei Huang 0002, Rui Han, Fuqi Jia | ASE | 2023 | Performance / Energy / Reliability |
| Maat: Performance Metric Anomaly Anticipation for Cloud Services with Conditional Diffusion. Cheryl Lee, Tianyi Yang, Zhuangbin Chen, Yuxin Su 0001, Michael R. Lyu | ASE | 2023 | Cloud / Microservices / Distributed Systems; Performance / Energy / Reliability |
| ESRO: Experience Assisted Service Reliability against Outages. Sarthak Chakraborty, Shubham Agarwal 0007, Shaddy Garg, Abhimanyu Sethia, Udit Narayan Pandey | ASE | 2023 | Performance / Energy / Reliability |
| CoMSA: A Modeling-Driven Sampling Approach for Configuration Performance Testing. Yuanjie Xia 0002, Zishuo Ding, Weiyi Shang | ASE | 2023 | Testing / QA; DevOps / CI / Build / Release; Requirements / Modeling / Architecture; Performance / Energy / Reliability |
| CertPri: Certifiable Prioritization for Deep Neural Networks via Movement Cost in Feature Space. Haibin Zheng, Jinyin Chen, Haibo Jin | ASE | 2023 | AI / LLM for SE; Performance / Energy / Reliability |
| AutoConf: Automated Configuration of Unsupervised Learning Systems Using Metamorphic Testing and Bayesian Optimization. Lwin Khin Shar, Arda Goknil, Erik Johannes Husom, Sagar Sen, Yan Naing Tun | ASE | 2023 | Testing / QA; DevOps / CI / Build / Release; Performance / Energy / Reliability |
| Assessing the Impact of Refactoring Energy-Inefficient Code Patterns on Software Sustainability: An Industry Case Study. Rohit Mehra, Priyavanshi Pathania, Vibhu Saujanya Sharma, Vikrant Kaulgud, Sanjay Podder | ASE | 2023 | Human / Empirical / Socio-technical; Maintenance / Evolution / Refactoring / Review; Performance / Energy / Reliability |
| An Energy-Aware Approach to Design Self-Adaptive AI-based Applications on the Edge. Alessandro Tundo, Marco Mobilio, Shashikant Ilager, Ivona Brandic, Ezio Bartocci | ASE | 2023 | AI / LLM for SE; Requirements / Modeling / Architecture; Performance / Energy / Reliability |
| SLIME: program-sensitive energy allocation for fuzzing. Chenyang Lyu, Hong Liang, Shouling Ji, Xuhong Zhang 0002, Binbin Zhao | ISSTA | 2022 | Testing / QA; Performance / Energy / Reliability |
| Detecting resource utilization bugs induced by variant lifecycles in Android. Yifei Lu, Minxue Pan, Yu Pei 0001, Xuandong Li | ISSTA | 2022 | Mobile / Web / GUI / Android; Performance / Energy / Reliability |
| RoPGen: Towards Robust Code Authorship Attribution via Automatic Coding Style Transformation. Zhen Li 0027, Qian (Guenevere) Chen, Chen Chen 0001, Yayi Zou, Shouhuai Xu | ICSE | 2022 | Performance / Energy / Reliability |
| PerfSig: Extracting Performance Bug Signatures via Multi-modality Causal Analysis. Jingzhu He, Yuhang Lin 0001, Xiaohui Gu, Chin-Chia Michael Yeh, Zhongfang Zhuang | ICSE | 2022 | Performance / Energy / Reliability |
| On the Reliability of Coverage-Based Fuzzer Benchmarking. Marcel Böhme, László Szekeres, Jonathan Metzman | ICSE | 2022 | Testing / QA; Performance / Energy / Reliability |
| On Debugging the Performance of Configurable Software Systems: Developer Needs and Tailored Tool Support. Miguel Velez, Pooyan Jamshidi, Norbert Siegmund, Sven Apel, Christian Kästner | ICSE | 2022 | Debugging / Fault Localization / Diagnosis / Repair; Human / Empirical / Socio-technical; Performance / Energy / Reliability |
| Multi-Intention-Aware Configuration Selection for Performance Tuning. Haochen He, Zhouyang Jia, Shanshan Li 0001, Yue Yu 0001, Chenglong Zhou | ICSE | 2022 | DevOps / CI / Build / Release; Performance / Energy / Reliability |
| If a Human Can See It, So Should Your System: Reliability Requirements for Machine Vision Components. Boyue Caroline Hu, Lina Marsso, Krzysztof Czarnecki 0001, Rick Salay, Huakun Shen | ICSE | 2022 | Human / Empirical / Socio-technical; Requirements / Modeling / Architecture; Performance / Energy / Reliability |
| FADATest: Fast and Adaptive Performance Regression Testing of Dynamic Binary Translation Systems. Jin Wu, Jian Dong 0010, Ruili Fang, Wen Zhang, Wenwen Wang 0001 | ICSE | 2022 | Testing / QA; DevOps / CI / Build / Release; Performance / Energy / Reliability |
| Eflect: Porting Energy-Aware Applications to Shared Environments. Timur Babakol, Anthony Canino, Yu David Liu | ICSE | 2022 | Performance / Energy / Reliability |
| Efficient Online Testing for DNN-Enabled Systems using Surrogate-Assisted and Many-Objective Optimization. Fitash Ul Haq, Donghwan Shin 0001, Lionel C. Briand | ICSE | 2022 | Testing / QA; Performance / Energy / Reliability |
| EREBA: Black-box Energy Testing of Adaptive Neural Networks. Mirazul Haque, Yaswanth Yadlapalli, Wei Yang 0013, Cong Liu 0005 | ICSE | 2022 | Testing / QA; AI / LLM for SE; Performance / Energy / Reliability |
| Automatic Detection of Performance Bugs in Database Systems using Equivalent Queries. Xinyu Liu, Qi Zhou 0010, Joy Arulraj, Alessandro Orso | ICSE | 2022 | Performance / Energy / Reliability |
| Adaptive Performance Anomaly Detection for Online Service Systems via Pattern Sketching. Zhuangbin Chen, Jinyang Liu 0002, Yuxin Su 0001, Hongyu Zhang 0002, Xiao Ling | ICSE | 2022 | Performance / Energy / Reliability |
| eGEN: an energy-saving modeling language and code generator for location-sensing of mobile apps. Kowndinya Boyalakuntla, Marimuthu Chinnakali, Sridhar Chimalakonda, K. Chandrasekaran 0001 | FSE | 2022 | Requirements / Modeling / Architecture; Mobile / Web / GUI / Android; Performance / Energy / Reliability |
| Understanding performance problems in deep learning systems. Junming Cao, Bihuan Chen 0001, Chao Sun, Longjie Hu, Shuaihong Wu | FSE | 2022 | AI / LLM for SE; Performance / Energy / Reliability |
| This is your cue! assisting search behaviour with resource style properties. Deeksha M. Arya | FSE | 2022 | Performance / Energy / Reliability |
| On safety, assurance, and reliability: a software engineering perspective (keynote). Marsha Chechik | FSE | 2022 | Performance / Energy / Reliability |
| NMTSloth: understanding and testing efficiency degradation of neural machine translation systems. Simin Chen, Cong Liu 0005, Mirazul Haque, Zihe Song, Wei Yang 0013 | FSE | 2022 | Testing / QA; AI / LLM for SE; Performance / Energy / Reliability |
| MAAT: a novel ensemble approach to addressing fairness and performance bugs for machine learning software. Zhenpeng Chen, Jie M. Zhang, Federica Sarro, Mark Harman | FSE | 2022 | AI / LLM for SE; Performance / Energy / Reliability |
| JSIMutate: understanding performance results through mutations. Thomas Laurent 0003, Paolo Arcaini, Catia Trubiani, Anthony Ventresque | FSE | 2022 | Testing / QA; Performance / Energy / Reliability |
| Discrepancies among pre-trained deep neural networks: a new threat to model zoo reliability. Diego Montes, Pongpatapee Peerapatanapokin, Jeff Schultz, Chengjun Guo, Wenxin Jiang 0001 | FSE | 2022 | AI / LLM for SE; Performance / Energy / Reliability |
| DeepDev-PERF: a deep learning-based approach for improving software performance. Spandan Garg, Roshanak Zilouchian Moghaddam, Colin B. Clement, Neel Sundaresan, Chen Wu | FSE | 2022 | AI / LLM for SE; Performance / Energy / Reliability |
| CheapET-3: cost-efficient use of remote DNN models. Michael Weiss 0004 | FSE | 2022 | Performance / Energy / Reliability |
| Are elevator software robust against uncertainties? results and experiences from an industrial case study. Liping Han, Tao Yue 0002, Shaukat Ali 0001, Aitor Arrieta, Maite Arratibel | FSE | 2022 | Human / Empirical / Socio-technical; Performance / Energy / Reliability |
| ecoCode: a SonarQube Plugin to Remove Energy Smells from Android Projects. Olivier Le Goaër, Julien Hertout | ASE | 2022 | Mobile / Web / GUI / Android; Performance / Energy / Reliability |
| Towards Understanding the Runtime Performance of Rust. Yuchen Zhang 0006, Yunhang Zhang, Georgios Portokalidis, Jun Xu 0024 | ASE | 2022 | Performance / Energy / Reliability |
| Towards Robust Models of Code via Energy-Based Learning on Auxiliary Datasets. Nghi D. Q. Bui, Yijun Yu 0001 | ASE | 2022 | Performance / Energy / Reliability |
| Safety and Performance, Why not Both? Bi-Objective Optimized Model Compression toward AI Software Deployment. Jie Zhu, Leye Wang, Xiao Han 0001 | ASE | 2022 | AI / LLM for SE; DevOps / CI / Build / Release; Performance / Energy / Reliability |
| Robust Learning of Deep Predictive Models from Noisy and Imbalanced Software Engineering Datasets. Zhong Li, Minxue Pan, Yu Pei 0001, Tian Zhang 0001, Linzhang Wang | ASE | 2022 | Performance / Energy / Reliability |
| Multi-objective Optimization-based Bug-fixing Template Mining for Automated Program Repair. Misoo Kim, Youngkyoung Kim, Kicheol Kim, Eunseok Lee 0001 | ASE | 2022 | Debugging / Fault Localization / Diagnosis / Repair; Performance / Energy / Reliability |
| ESAVE: Estimating Server and Virtual Machine Energy. Priyavanshi Pathania, Rohit Mehra, Vibhu Saujanya Sharma, Vikrant Kaulgud, Sanjay Podder | ASE | 2022 | Performance / Energy / Reliability |
| E-MANAFA: Energy Monitoring and ANAlysis tool For Android. Rui Rua, João Saraiva | ASE | 2022 | Mobile / Web / GUI / Android; Performance / Energy / Reliability |
| DeepPerform: An Efficient Approach for Performance Testing of Resource-Constrained Neural Networks. Simin Chen, Mirazul Haque, Cong Liu 0005, Wei Yang 0013 | ASE | 2022 | Testing / QA; AI / LLM for SE; Performance / Energy / Reliability |
| Consistent Scene Graph Generation by Constraint Optimization. Boqi Chen, Kristóf Marussy, Sebastian Pilarski, Oszkár Semeráth, Dániel Varró | ASE | 2022 | Performance / Energy / Reliability |
| BuildSonic: Detecting and Repairing Performance-Related Configuration Smells for Continuous Integration Builds. Chen Zhang, Bihuan Chen 0001, Junhao Hu, Xin Peng 0001, Wenyun Zhao | ASE | 2022 | Debugging / Fault Localization / Diagnosis / Repair; DevOps / CI / Build / Release; Performance / Energy / Reliability |
| A Novel Coverage-guided Greybox Fuzzing based on Power Schedule Optimization with Time Complexity. Jinfu Chen 0001, Shengran Wang, Saihua Cai, Chi Zhang 0046, Haibo Chen 0005 | ASE | 2022 | Testing / QA; Performance / Energy / Reliability |
| Empirically evaluating readily available information for regression test optimization in continuous integration. Daniel Elsner, Florian Hauer 0002, Alexander Pretschner, Silke Reimer | ISSTA | 2021 | Testing / QA; DevOps / CI / Build / Release; Performance / Energy / Reliability |
| White-Box Performance-Influence Models: A Profiling and Learning Approach. Max Weber, Sven Apel, Norbert Siegmund | ICSE | 2021 | Performance / Energy / Reliability |
| White-Box Analysis over Machine Learning: Modeling Performance of Configurable Systems. Miguel Velez, Pooyan Jamshidi, Norbert Siegmund, Sven Apel, Christian Kästner | ICSE | 2021 | AI / LLM for SE; Requirements / Modeling / Architecture; Performance / Energy / Reliability |
| Resource-Guided Configuration Space Reduction for Deep Learning Models. Yanjie Gao, Yonghao Zhu, Hongyu Zhang 0002, Haoxiang Lin, Mao Yang 0004 | ICSE | 2021 | AI / LLM for SE; DevOps / CI / Build / Release; Performance / Energy / Reliability |
| How Developers Optimize Virtual Reality Applications: A Study of Optimization Commits in Open Source Unity Projects. Fariha Nusrat, Foyzul Hassan, Hao Zhong 0001, Xiaoyin Wang | ICSE | 2021 | Human / Empirical / Socio-technical; Performance / Energy / Reliability |
| Efficient Compiler Autotuning via Bayesian Optimization. Junjie Chen 0003, Ningxin Xu, Peiqi Chen, Hongyu Zhang 0002 | ICSE | 2021 | Performance / Energy / Reliability |
| iBatch: saving Ethereum fees via secure and cost-effective batching of smart-contract invocations. Yibo Wang 0006, Qi Zhang 0009, Kai Li 0017, Yuzhe Tang, Jiaqi Chen | FSE | 2021 | Performance / Energy / Reliability |
| Towards an approach for resource-driven adaptation. Paul A. Akiki | FSE | 2021 | Performance / Energy / Reliability |
| Reducing cost in continuous integration with a collection of build selection approaches. Xianhao Jin | FSE | 2021 | DevOps / CI / Build / Release; Performance / Energy / Reliability |
| Lightweight and modular resource leak verification. Martin Kellogg, Narges Shadab, Manu Sridharan, Michael D. Ernst | FSE | 2021 | Program Analysis / Verification / Formal Methods; Performance / Energy / Reliability |
| How can manual testing processes be optimized? developer survey, optimization guidelines, and case studies. Roman Haas, Daniel Elsner, Elmar Jürgens, Alexander Pretschner, Sven Apel | FSE | 2021 | Testing / QA; Human / Empirical / Socio-technical; Performance / Energy / Reliability |
| Documenting evidence of a reuse of 'a systematic literature review of techniques and metrics to reduce the cost of mutation testing'. Andre Lustosa, Tim Menzies | FSE | 2021 | Testing / QA; Performance / Energy / Reliability |
| Using Version Control and Issue Tickets to detect Code Debt and Economical Cost. Abdullah Al Maruf, Noah Lambaria, Amr S. Abdelfattah, Tomás Cerný | ASE | 2021 | DevOps / CI / Build / Release; Performance / Energy / Reliability |
| Understanding and Detecting Performance Bugs in Markdown Compilers. Penghui Li 0001, Yinxi Liu, Wei Meng 0001 | ASE | 2021 | Performance / Energy / Reliability |
| Performance Testing for Cloud Computing with Dependent Data Bootstrapping. Sen He 0002, Tianyi Liu, Palden Lama, Jaewoo Lee, In Kee Kim | ASE | 2021 | Testing / QA; Cloud / Microservices / Distributed Systems; Performance / Energy / Reliability |
| Learning GraphQL Query Cost. Georgios Mavroudeas, Guillaume Baudart, Alan Cha, Martin Hirzel, Jim Alain Laredo | ASE | 2021 | Performance / Energy / Reliability |
| Gas Estimation and Optimization for Smart Contracts on Ethereum. Chunmiao Li | ASE | 2021 | Performance / Energy / Reliability |
| Data-Driven Design and Evaluation of SMT Meta-Solving Strategies: Balancing Performance, Accuracy, and Cost. Malte Mues, Falk Howar | ASE | 2021 | Requirements / Modeling / Architecture; Performance / Energy / Reliability |
| BeeSwarm: Enabling Parallel Scaling Performance Measurement in Continuous Integration for HPC Applications. Jake Tronge, Jieyang Chen, Patricia Grubel, Tim Randles, Rusty Davis | ASE | 2021 | Testing / QA; DevOps / CI / Build / Release; Performance / Energy / Reliability |