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The migration process between different third-party libraries is hard, complex and error-prone. Typically, during a library migration, developers need to find methods in the new library that are most adequate in replacing the old methods of…

Software Engineering · Computer Science 2019-06-07 Hussein Alrubaye , Mohamed Wiem Mkaouer , Ali Ouni

The manual migration between different third-party libraries represents a challenge for software developers. Developers typically need to explore both libraries Application Programming Interfaces, along with reading their documentation, in…

Information Retrieval · Computer Science 2019-06-10 Hussein Alrubaye , Mohamed Wiem Mkaouer , Igor Khokhlov , Leon Reznik , Ali Ouni , Jason Mcgoff

Third-party library reuse has become common practice in contemporary software development, as it includes several benefits for developers. Library dependencies are constantly evolving, with newly added features and patches that fix bugs in…

Software Engineering · Computer Science 2017-09-15 Raula Gaikovina Kula , Daniel M. German , Ali Ouni , Takashi Ishio , Katsuro Inoue

Third-party libraries are a central building block to develop software systems. However, outdated third-party libraries are commonly used, and developers are usually less aware of the potential risks. Therefore, a quantitative and holistic…

Software Engineering · Computer Science 2020-02-26 Ying Wang , Bihuan Chen , Kaifeng Huang , Bowen Shi , Congying Xu , Xin Peng , Yang Liu , Yijian Wu

Third-party libraries (TPLs) are frequently reused in software to reduce development cost and the time to market. However, external library dependencies may introduce vulnerabilities into host applications. The issue of library dependency…

Software Engineering · Computer Science 2022-09-21 Wei Tang , Zhengzi Xu , Chengwei Liu , Jiahui Wu , Shouguo Yang , Yi Li , Ping Luo , Yang Liu

The migration process between different third-party software libraries is hard, complex and error-prone. Typically, during a library migration process, developers opt to replace methods from the retired library with other methods from a new…

Software Engineering · Computer Science 2020-10-05 Hussein Alrubaye , Deema Alshoaibi , Eman Alomar , Mohamed Wiem Mkaouer , Ali Ouni

Modern software systems are increasingly dependent on third-party libraries. It is widely recognized that using mature and well-tested third-party libraries can improve developers' productivity, reduce time-to-market, and produce more…

Software Engineering · Computer Science 2016-12-07 Mohamed Aymen Saied , Ali Ouni , Houari Sahraoui , Raula Gaikovina Kula , Katsuro Inoue , David Lo

Software libraries are central to the functionality, security, and maintainability of modern code. As developers increasingly turn to Large Language Models (LLMs) to assist with programming tasks, understanding how these models recommend…

Software Engineering · Computer Science 2025-08-08 Jasmine Latendresse , SayedHassan Khatoonabadi , Emad Shihab

With the rapid growth of software, using third-party libraries (TPLs) has become increasingly popular. The prosperity of the library usage has provided the software engineers with handful of methods to facilitate and boost the program…

Software Engineering · Computer Science 2022-04-19 Can Yang , Zhengzi Xu , Hongxu Chen , Yang Liu , Xiaorui Gong , Baoxu Liu

Third-party libraries are a cornerstone of fast application development. To enable efficient use, libraries must provide a well-designed API. An obscure API instead slows down the learning process and can lead to erroneous use. The usual…

Software Engineering · Computer Science 2024-01-17 Lars Reimann , Günter Kniesel-Wünsche

Software intensively depends on external libraries whose relevance may change during its life cycle. As a consequence, software developers must periodically reconsider the libraries they depend on, and must think about \textit{library…

Software Engineering · Computer Science 2013-06-27 Cédric Teyton , Jean-Rémy Falleri , Marc Palyart , Xavier Blanc

Library migration is the process of replacing a library with a similar one in a software project. Manual library migration is time consuming and error prone, as it requires developers to understand the Application Programming Interfaces…

Software Engineering · Computer Science 2026-02-25 Mohayeminul Islam , Ajay Kumar Jha , May Mahmoud , Sarah Nadi

API developers evolve software libraries to fix bugs, add new features, or refactor code. To benefit from such library evolution, the programmers of client projects have to repetitively upgrade their library usages and adapt their codebases…

Software Engineering · Computer Science 2021-05-07 Hao Zhong , Na Meng

The use of packaged libraries can significantly shorten the software development cycle by improving the quality and readability of code. In this paper, we present a recommendation engine called Librarian for open source libraries. A…

Software Engineering · Computer Science 2023-02-08 Lili Tao , Alexandru-Petre Cazan , Senad Ibraimoski , Sean Moran

Popular (re)use of third-party open-source software (OSS) is evidence of the impact of hosting repositories like maven on software development today. Updating libraries is crucial, with recent studies highlighting the associated…

Software Engineering · Computer Science 2017-09-15 Raula Gaikovina Kula , Coen De Roover , Daniel M. German , Takashi Ishio , Katsuro Inoue

Software development comprises the use of multiple Third-Party Libraries (TPLs). However, the irrelevant libraries present in software application's distributable often lead to excessive consumption of resources such as CPU cycles, memory,…

Software Engineering · Computer Science 2022-02-23 Ritu Kapur , Poojith U Rao , Agrim Dewan , Balwinder Sodhi

Context: A Legacy system can be defined as a system that significantly resists modification and evolution. According to the literature, there are two main strategies to migrate a legacy system: (a) to replace the legacy system by a new one,…

Software Engineering · Computer Science 2022-10-04 Bruno Góis Mateus , Matias Martinez , Christophe Kolski

How to evaluate Large Language Models (LLMs) in code generation is an open question. Existing benchmarks demonstrate poor alignment with real-world code repositories and are insufficient to evaluate the coding abilities of LLMs. This paper…

Computation and Language · Computer Science 2024-04-02 Jia Li , Ge Li , Xuanming Zhang , Yihong Dong , Zhi Jin

Context: Recent research has used data mining to develop techniques that can guide developers through source code changes. To the best of our knowledge, very few studies have investigated data mining techniques and--or compared their…

Software Engineering · Computer Science 2023-05-02 AmirHossein Naghshzan , Saeed Khalilazar , Pierre Poilane , Olga Baysal , Latifa Guerrouj , Foutse Khomh

Software engineering activities such as package migration, fixing errors reports from static analysis or testing, and adding type annotations or other specifications to a codebase, involve pervasively editing the entire repository of code.…

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