Search Results - Software and _ engineering Software creation and management Software development techniques

Applying software engineering techniques in the development and management of linear and integer programming applications by Costa, Fernando, Murta, Leonardo, Ribeiro, Celso C.

“…This work addresses characteristics of software environments for mathematical modeling and proposes a system for developing and managing models of linear and integer programming (IP) problems…”
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Unveiling the Characteristics and Impact of Security Patch Evolution by Xie, Zifan, Wen, Ming, Wei, Zichao, Jin, Hai

“… However, due to the widespread reuse and customization of open-source software, there are often multiple versions or branches of the same project that co-exist in the ecosystem…”
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Bridging the Gap Between Academia and Industry in Machine Learning Software Defect Prediction: Thirteen Considerations by Stradowski, Szymon, Madeyski, Lech

“…This experience paper describes thirteen considerations for implementing machine learning software defect prediction (ML SDP) in vivo…”
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Boosting Code-line-level Defect Prediction with Spectrum Information and Causality Analysis by Sun, Shiyu, Li, Yanhui, Chen, Lin, Zhou, Yuming, Zhao, Jianhua

“…Code-line-Ievel defect prediction (CLDP) is an effective technique to incorporate comprehensive measures for buggy line identification to optimize efforts in Software Quality Assurance activities…”
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MARQ: Engineering Mission-Critical AI-Based Software with Automated Result Quality Adaptation by Gropengiesser, Uwe, Dietz, Elias, Brandherm, Florian, Doula, Achref, Abboud, Osama, Xiao, Xun, Muhlhauser, Max

“…AI-based mission-critical software exposes a blessing and a curse: its inherent statistical nature allows for flexibility in result quality, yet the mission…”
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The Product Beyond the Model - An Empirical Study of Repositories of Open-Source ML Products by Nahar, Nadia, Zhang, Haoran, Lewis, Grace, Zhou, Shurui, Kastner, Christian

“…Machine learning (ML) components are increasingly incorporated into software products for end-users, but developers face challenges in transitioning from ML prototypes to products…”
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From Misuse to Mastery: Enhancing Code Generation with Knowledge-Driven AI Chaining by Ren, Xiaoxue, Ye, Xinyuan, Zhao, Dehai, Xing, Zhenchang, Yang, Xiaohu

“…Large Language Models (LLMs) have shown promising results in automatic code generation by improving coding efficiency to a certain extent. However, generating…”
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A Large-Scale Study of Model Integration in ML-Enabled Software Systems by Sens, Yorick, Knopp, Henriette, Peldszus, Sven, Berger, Thorsten

“…The rise of machine learning (ML) and its integration into software systems has drastically changed development practices…”
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An Empirical Study on Reproducible Packaging in Open-Source Ecosystems by Benedetti, Giacomo, Solarin, Oreofe, Miller, Courtney, Tystahl, Greg, Enck, William, Kastner, Christian, Kapravelos, Alexandros, Merlo, Alessio, Verderame, Luca

“…The integrity of software builds is fundamental to the security of the software supply chain…”
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Search-Based LLMs for Code Optimization by Gao, Shuzheng, Gao, Cuiyun, Gu, Wenchao, Lyu, Michael R.

“…) techniques such as large language models (LLMs). These methods typically prompt LLMs to directly generate optimized code…”
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Software Supply Chain Risk: Characterization, Measurement & Attenuation by Butler, Alexis

“…With the accelerating adoption of open source software, and an ever-growing body of case studies of security vulnerabilities being introduced by said open source software…”
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Distilled Lifelong Self-Adaptation for Configurable Systems by Ye, Yulong, Chen, Tao, Li, Miqing

“…Modern configurable systems provide tremendous opportunities for engineering future intelligent software systems…”
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GUIDE: LLM-Driven GUI Generation Decomposition for Automated Prototyping by Kolthoff, Kristian, Kretzer, Felix, Bartelt, Christian, Maedche, Alexander, Ponzetto, Simone Paolo

“… the customer into the development activities. While GUI prototyping has a positive impact on the software development process, it simultaneously demands significant effort and resources…”
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A Closer Look at Different Difficulty Levels Code Generation Abilities of ChatGPT by Yan, Dapeng, Gao, Zhipeng, Liu, Zhiming

“… With the rapid development of intelligent software engineering, automated code generation has become a hot research topic in both artificial intelligence and software engineering, and researchers…”
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An Empirical Study on Package-Level Deprecation in Python Ecosystem by Zhong, Zhiqing, He, Shilin, Wang, Haoxuan, Yu, Boxi, Yang, Haowen, He, Pinjia

“…Open-source software (OSS) plays a crucial role in modern software development. Utilizing OSS code can greatly accelerate software development, reduce redundancy, and enhance reliability…”
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PairSmell: A Novel Perspective Inspecting Software Modular Structure by Zhong, Chenxing, Feitosa, Daniel, Avgeriou, Paris, Huang, Huang, Li, Yue, Zhang, He

“…) software modularization and (2) identifying design issues (e.g., smells) as refactoring opportunities…”
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GenFuzz: GPU-accelerated Hardware Fuzzing using Genetic Algorithm with Multiple Inputs by Lin, Dian-Lun, Zhang, Yanqing, Ren, Haoxing, Khailany, Brucek, Wang, Shih-Hsin, Huang, Tsung-Wei

“…Hardware fuzzing has emerged as a promising automatic verification technique to efficiently discover and verify hardware vulnerabilities…”
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Fixing Large Language Models' Specification Misunderstanding for Better Code Generation by Tian, Zhao, Chen, Junjie, Zhang, Xiangyu

“…Code generation is to automatically generate source code conforming to a given programming specification, which has received extensive attention especially with the development of large language models (LLMs…”
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Revealing Compiler Heuristics Through Automated Discovery and Optimization by Seeker, Volker, Cummins, Chris, Cole, Murray, Franke, Bjorn, Hazelwood, Kim, Leather, Hugh

“… inside the compiler as a consequence of decades of development without auto-tuning being foremost in the minds of developers…”
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Distilling Reference Architectures from Open Source Repositories by Tran, Thi Dinh

“…Reference architectures (RAs) play a crucial role in simplifying and speeding up the design and evolution of software systems across various domains…”
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