MLOps for Cyber-Physical Production Systems: Challenges and Solutions

IF 3.3 4区计算机科学 Q2 COMPUTER SCIENCE, SOFTWARE ENGINEERING

IEEE Software Pub Date : 2024-08-14 DOI:10.1109/ms.2024.3441101

Leonhard Faubel, Thomas Woudsma, Benjamin Kloepper, Holger Eichelberger, Fabian Buelow, Klaus Schmid, Amir Ghorbani Ghezeljehmeidan, Leila Methnani, Andreas Theodorou, Magnus Bång

引用次数: 0

查看原文本刊更多论文

网络物理生产系统的 MLOps：挑战与解决方案

本文章由计算机程序翻译，如有差异，请以英文原文为准。

求助全文

约1分钟内获得全文求助全文

来源期刊

IEEE Software 工程技术-计算机：软件工程

CiteScore

5.50

自引率

6.10%

发文量

182

审稿时长

6-12 weeks

期刊介绍： IEEE Software delivers reliable, useful, leading-edge software development information to keep engineers and managers abreast of rapid technology change. Its mission is to build the community of leading software practitioners. The authority on translating software theory into practice, this magazine positions itself between pure research and pure practice, transferring ideas, methods, and experiences among researchers and engineers. Peerreviewed articles and columns by seasoned practitioners illuminate all aspects of the industry, including process improvement, project management, development tools, software maintenance, Web applications and opportunities, testing, and usability. The magazine''s readers specify, design, document, test, maintain, purchase, engineer, sell, teach, research, and manage the production of software or systems that include software. IEEE Software welcomes articles describing how software is developed in specific companies, laboratories, and university environments as well as articles describing new tools, current trends, and past projects'' limitations and failures as well as successes. Sample topics include geographically distributed development; software architectures; program and system debugging and testing; the education of software professionals; requirements, design, development, testing, and management methodologies; performance measurement and evaluation; standards; program and system reliability, security, and verification; programming environments; languages and language-related issues; Web-based development; usability; and software-related social and legal issues.