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This paper presents a systematic review of Python packages with a focus on time series analysis. The objective is to provide (1) an overview of the different time series analysis tasks and preprocessing methods implemented, and (2) an…

Mathematical Software · Computer Science 2021-06-23 Julien Siebert , Janek Groß , Christof Schroth

Using libraries in applications has helped developers reduce the costs of reinventing already existing code. However, an increase in diverse technology stacks and third-party library usage has led developers to inevitably switch…

Software Engineering · Computer Science 2023-03-17 Kanchanok Kannee , Raula Gaikovina Kula , Supatsara Wattanakriengkrai , Kenichi Matsumoto

Reusing third-party libraries increases productivity and saves time and costs for developers. However, the downside is the presence of vulnerabilities in those libraries, which can lead to catastrophic outcomes. For instance, Apache Log4J…

Software Engineering · Computer Science 2024-11-20 Yi Wen Heng , Zeyang Ma , Haoxiang Zhang , Zhenhao Li , Tse-Hsun , Chen

Large software organizations such as Facebook or Netflix, who otherwise make daily or even hourly releases of their web applications using continuous delivery, have had to invest heavily into a customized release strategy for their mobile…

Software Engineering · Computer Science 2019-10-22 Maleknaz Nayebi , Bram Adams , Guenther Ruhe

As modern software development increasingly relies on reusable libraries and components, managing dependencies has become critical for ensuring software stability and security. However, challenges such as outdated dependencies, missed…

Software Engineering · Computer Science 2025-04-01 Barisha Chowdhury , Md Fazle Rabbi , S. M. Mahedy Hasan , Minhaz F. Zibran

Freshness of data is an important performance metric for real-time applications, which can be measured by age-of-information. For computation-intensive messages, the embedded information is not available until being computed. In this paper,…

Information Theory · Computer Science 2019-01-16 Jie Gong , Qiaobin Kuang , Xiang Chen , Xiao Ma

Contemporary mobile applications (apps) are designed to track, use, and share users' data, often without their consent, which results in potential privacy and transparency issues. To investigate whether mobile apps have always been…

Cryptography and Security · Computer Science 2021-07-29 Saad Sajid Hashmi , Nazar Waheed , Gioacchino Tangari , Muhammad Ikram , Stephen Smith

Industry practitioners are increasingly concerned with software that contains vulnerable versions of third-party dependencies that are included both directly and transitively. To address this problem, projects are encouraged to both…

Software Engineering · Computer Science 2025-10-24 Imranur Rahman , Ranindya Paramitha , William Enck , Laurie Williams

The embedded devices of today due to their CPU, RAM capabilities can run various Linux distributions but in most cases they are different from general purpose distributions as they are usually lighter and specific to the needs of that…

Performance · Computer Science 2019-11-01 Bharath Honnesara Sreenivasa , Ajay Rajan

Software ecosystems (e.g., npm, PyPI) are the backbone of modern software developments. Developers add new packages to ecosystems every day to solve new problems or provide alternative solutions, causing obsolete packages to decline in…

Software Engineering · Computer Science 2023-08-21 Suhaib Mujahid , Diego Elias Costa , Rabe Abdalkareem , Emad Shihab

Python applications depend on third-party native libraries that may be vendored within package distributions or installed on the host system. When vulnerabilities are discovered in these native libraries, determining which Python packages…

Scientific software is essential to scientific innovation and in many ways it is distinct from other types of software. Abandoned (or unmaintained), buggy, and hard to use software, a perception often associated with scientific software can…

Software Engineering · Computer Science 2025-06-23 Addi Malviya Thakur , Reed Milewicz , Mahmoud Jahanshahi , Lavínia Paganini , Bogdan Vasilescu , Audris Mockus

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

Complex software systems have a network of dependencies. Developers often configure package managers (e.g., npm) to automatically update dependencies with each publication of new releases containing bug fixes and new features. When a…

Software Engineering · Computer Science 2024-01-24 Daniel Venturini , Filipe Roseiro Cogo , Ivanilton Polato , Marco A Gerosa , Igor Scaliante Wiese

Managing the software complexity of package-based systems can be regarded as one of the main challenges in software architectures. Upgrades are required on a short time basis and systems are expected to be reliable and consistent after…

Logic in Computer Science · Computer Science 2010-07-08 Josep Argelich , Daniel Le Berre , Inês Lynce , Joao Marques-Silva , Pascal Rapicault

The public package registry npm is one of the biggest software registry. With its 216 911 software packages, it forms a big network of software dependencies. In this paper we evaluate various methods for finding similar packages in the npm…

Social and Information Networks · Computer Science 2016-02-12 Tomislav Slijepčević

There has been a long-standing hypothesis that a software's popularity is related to its security or insecurity in both research and popular discourse. There are also a few empirical studies that have examined the hypothesis, either…

Software Engineering · Computer Science 2025-06-12 Jukka Ruohonen , Qusai Ramadan

Context: Open-source ecosystems rely on sustained package maintenance. When maintenance slows or stops, Technical Lag (TL), the gap between installed and latest dependency versions accumulates, creating security and sustainability risks.…

Software Engineering · Computer Science 2026-03-12 Shane K. Panter , Nasir U. Eisty

Our study is focused on an evaluation of the maintainability characteristic in the context of the long-term evolution of open-source software. According to well established software quality models such as the ISO 9126 and the more recent…

Software Engineering · Computer Science 2020-09-03 Arthur-Jozsef Molnar , Simona Motogna

The paper presents a traceability analysis of how over 84 thousand vulnerabilities have propagated across 28 open source software ecosystems. According to the results, the propagation sequences have been complex in general, although GitHub,…

Software Engineering · Computer Science 2025-09-17 Jukka Ruohonen , Qusai Ramadan
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