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An overview and classification of software testing models are done. Recommendations on the choice of models are proposed

软件工程 · 计算机科学 2013-06-11 Alexey Markov

Many software developments projects fail due to quality problems. Software testing enables the creation of high quality software products. Since it is a cumbersome and expensive task, and often hard to manage, both its technical background…

软件工程 · 计算机科学 2015-03-17 Tim A. Majchrzak

Quality-designed consumer products are easy to recognize. Wouldn't it be great if the quality of financial products became just as apparent? This paper is addressed to financial practitioners. It provides an informal introduction to…

综合金融 · 定量金融 2020-09-08 Andrei N. Soklakov

The evolution of distributed architectures and programming paradigms for performance-oriented program development, challenge the state-of-the-art technology for performance tools. The area of high performance computing is rapidly expanding…

分布式、并行与集群计算 · 计算机科学 2010-06-15 Ajanta De Sarkar , Nandini Mukherjee

This paper presents a tertiary review of software quality measurement research. To conduct this review, we examined an initial dataset of 7,811 articles and found 75 relevant and high-quality secondary analyses of software quality research.…

软件工程 · 计算机科学 2021-07-30 Kaylea Champion , Sejal Khatri , Benjamin Mako Hill

The recently increased complexity of Machine Learning (ML) methods, led to the necessity to lighten both the research and industry development processes. ML pipelines have become an essential tool for experts of many domains, data…

软件工程 · 计算机科学 2022-07-18 Giordano d'Aloisio , Antinisca Di Marco , Giovanni Stilo

Quality is one of the important things to be maintained in a weaving industry. Along with the times, technological developments in the field of image processing and computing have changed the old method of visual evaluation of woven fabric…

图像与视频处理 · 电气工程与系统科学 2018-10-18 Andrian Wijayono , Irwan , Siti Rohmah , Valentinus Galih Vidia Putra

In this work, we review the theory involved in the Bayesian calibration of complex computer models, with particular emphasis on their use for applications involving computationally expensive simulations and scarce experimental data. In the…

统计计算 · 统计学 2026-02-02 Christina Schenk , Ignacio Romero

Big Data concern large-volume, growing data sets that are complex and have multiple autonomous sources. Earlier technologies were not able to handle storage and processing of huge data thus Big Data concept comes into existence. This is a…

机器学习 · 计算机科学 2015-03-26 Praful Koturwar , Sheetal Girase , Debajyoti Mukhopadhyay

The widespread adoption of big data has ushered in a new era of data-driven decision-making, transforming numerous industries and sectors. However, the efficacy of these decisions hinges on the quality of the underlying data. Poor data…

人工智能 · 计算机科学 2024-05-08 Widad Elouataoui

We advocate the use of qualitative models in the analysis of large biological systems. We show how qualitative models are linked to theoretical differential models and practical graphical models of biological networks. A new technique for…

分子网络 · 定量生物学 2007-05-23 Philippe Veber , Michel Le_Borgne , Anne Siegel , Sandrine Lagarrigue , Ovidiu Radulescu

Data quality is a significant issue for any application that requests for analytics to support decision making. It becomes very important when we focus on Internet of Things (IoT) where numerous devices can interact to exchange and process…

机器学习 · 计算机科学 2020-07-30 Anna Karanika , Panagiotis Oikonomou , Kostas Kolomvatsos , Christos Anagnostopoulos

The software used for running and handling the inter-bank network framework provides services with extremely strict uptime (above 99.98 percent) and quality requirements, thus tools to trace and manage changes as well as metrics to measure…

软件工程 · 计算机科学 2014-05-01 David Luigi Fuschi , Manuela Tvaronaviciene , Salvatore D'Antonio

The research discusses how (open) data quality could be described, what should be considered developing a data quality management solution and how it could be applied to open data to check its quality. The proposed approach focuses on…

数据库 · 计算机科学 2022-06-16 Anastasija Nikiforova

Quality requirements is a difficult concept in software projects, and testing software qualities is a well-known challenge. Without proper management of quality requirements, there is an increased risk that the software product under…

软件工程 · 计算机科学 2016-02-19 Jacob Larsson , Markus Borg , Thomas Olsson

Quantum computing is getting increasing interest from both academia and industry, and the quantum software landscape has been growing rapidly. The quantum software stack comprises quantum programs, implementing algorithms, and platforms…

软件工程 · 计算机科学 2024-10-02 Matteo Paltenghi , Michael Pradel

Qudit-based quantum computation offers unique advantages over qubit-based systems in terms of noise mitigation capabilities as well as algorithmic complexity improvements. However, the software ecosystem for multi-state quantum systems is…

量子物理 · 物理学 2023-11-14 Daniel Volya , Prabhat Mishra

Today's software systems like cyber-physical production systems or big data systems have to process large volumes and diverse types of data which heavily influences the quality of these so-called data-intensive systems. However, traditional…

软件工程 · 计算机科学 2019-04-10 Michael Felderer , Barbara Russo , Florian Auer

The aim of this paper is to review some work conducted in the field of user testing that aims at specifying or clarifying the test procedures and at defining and developing tools to help conduct user tests. The topics that have been…

人机交互 · 计算机科学 2010-09-30 J. M. Christian Bastien

Deploying Large Language Models (LLMs) on edge devices enhances privacy but faces performance hurdles due to limited resources. We introduce a systematic methodology to evaluate on-device LLMs, balancing capability, efficiency, and resource…