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相关论文: Distributed Agile Software Development: A Review

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Software product lines have recently been presented as one of the best promising improvements for the efficient software development. Different research works contribute supportive parameters and negotiations regarding the problems of…

软件工程 · 计算机科学 2017-03-13 Furrakh Shahzad , Maruf Pasha , Urooj Pasha , Bushra Majeed , Khurram Shahzad

Currently, software industries are using different SDLC (software development life cycle) models which are designed for specific purposes. The use of technology is booming in every perspective of life and the software behind the technology…

软件工程 · 计算机科学 2018-07-17 AZM Ehtesham Chowdhury , Abhijit Bhowmik , Hasibul Hasan , Md Shamsur Rahim

Existing asynchronous distributed optimization algorithms often use diminishing step-sizes that cause slow practical convergence, or fixed step-sizes that depend on an assumed upper bound of delays. Not only is such a delay bound hard to…

最优化与控制 · 数学 2023-08-24 Xuyang Wu , Changxin Liu , Sindri Magnusson , Mikael Johansson

The convergence of SGD based distributed training algorithms is tied to the data distribution across workers. Standard partitioning techniques try to achieve equal-sized partitions with per-class population distribution in proportion to the…

机器学习 · 计算机科学 2023-09-20 Haoze He , Parijat Dube

In this paper we draw attention to the challenges of managing software projects for vulnerable populations, i.e., people potentially exposed to harm or not capable of protecting their own interests. The focus on human aspects, and…

计算机与社会 · 计算机科学 2018-02-13 Marcos Baez , Fabio Casati

As hardware components are becoming cheaper and powerful day by day, the expected services from modern software are increasing like any thing. Developing such software has become extremely challenging. Not only the complexity, but also the…

软件工程 · 计算机科学 2016-11-15 Ardhendu Mandal

The number of machine learning, artificial intelligence or data science related software engineering projects using Agile methodology is increasing. However, there are very few studies on how such projects work in practice. In this paper,…

软件工程 · 计算机科学 2019-12-17 Kushal Singla , Joy Bose , Chetan Naik

Distributed shared memory (DSM) allows to implement and deploy applications onto distributed architectures using the convenient shared memory programming model in which a set of tasks are able to allocate and access data despite their…

分布式、并行与集群计算 · 计算机科学 2020-09-04 Loïc Cudennec

Context: The globalisation of activities associated with software development and use has introduced many challenges in practice and for research. While the predominant approach to research in software engineering has followed a positivist…

软件工程 · 计算机科学 2021-02-01 Tony Clear , Stephen G. MacDonell

Soft and future skills are in high demand in the modern job market. These skills are required for both technical and non-technical people. It is difficult to teach these competencies in a classical academic environment. The paper presents a…

Context: Domain-Driven Design (DDD) has gained significant attention in software development for its potential to address complex software challenges, particularly in the areas of system refactoring, reimplementation, and adoption. Using…

软件工程 · 计算机科学 2025-06-30 Ozan Özkan , Önder Babur , Mark van den Brand

The stakeholders involved in software development are becoming increasingly diverse, with both human contributors from varied backgrounds and AI-powered agents collaborating together in the process. This situation presents unique governance…

软件工程 · 计算机科学 2025-10-17 Adem Ait , Gwendal Jouneaux , Javier Luis Cánovas Izquierdo , Jordi Cabot

Wireless edge networks in smart industrial environments increasingly operate using advanced sensors and autonomous machines interacting with each other and generating huge amounts of data. Those huge amounts of data are bound to make data…

网络与互联网体系结构 · 计算机科学 2025-03-03 Theofanis P. Raptis , Andrea Passarella , Marco Conti

Edge computing requires the complex software interaction of geo-distributed, heterogeneous components. The growing research and industry interest in edge computing software systems has necessitated exploring ways of testing and evaluating…

分布式、并行与集群计算 · 计算机科学 2024-07-16 Tobias Pfandzelter , David Bermbach

In distributed machine learning, a central node outsources computationally expensive calculations to external worker nodes. The properties of optimization procedures like stochastic gradient descent (SGD) can be leveraged to mitigate the…

分布式、并行与集群计算 · 计算机科学 2023-04-19 Maximilian Egger , Serge Kas Hanna , Rawad Bitar

Recent developments in the industry of personal computing led to a greater number of the so-called edge devices. Such devices typically do not collaborate or foresee the possibility of collaboration to offer aggregated storage and computing…

分布式、并行与集群计算 · 计算机科学 2020-06-17 R. Copstein , F. Dotti

As the number of computing devices embedded into engineered systems continues to rise, there is a widening gap between the needs of the user to control aggregates of devices and the complex technology of individual devices. Spatial…

编程语言 · 计算机科学 2012-04-04 Jacob Beal , Stefan Dulman , Kyle Usbeck , Mirko Viroli , Nikolaus Correll

Agile methodologies are currently considered one of the main paradigms of software development. Its study, from a scientific point of view, has deserved prominence in recent years by the scientific community related to the area of software…

软件工程 · 计算机科学 2020-04-14 Fernando Almeida

Context: Managing data related to a software product and its development poses significant challenges for software projects and agile development teams. These include integrating data from diverse sources and ensuring data quality amidst…

软件工程 · 计算机科学 2025-02-19 Ahmed Fawzy , Amjed Tahir , Matthias Galster , Peng Liang

Many software developers rely on open source software for developing their applications and writing their source codes. Measuring an independent project's overall productivity is still an open problem for many technology companies. In this…

软件工程 · 计算机科学 2022-03-30 Sairamvinay Vijayaraghavan , Jinxiao Song , Terry Guan , Seongwoo Choi , Sutej Kulkarni