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Titlebook: Applied OSS Reliability Assessment Modeling, AI and Tools; Mathematics and AI f Yoshinobu Tamura,Shigeru Yamada Textbook 2024 The Editor(s)

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發(fā)表于 2025-3-21 19:05:40 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
期刊全稱Applied OSS Reliability Assessment Modeling, AI and Tools
期刊簡稱Mathematics and AI f
影響因子2023Yoshinobu Tamura,Shigeru Yamada
視頻videohttp://file.papertrans.cn/168/167519/167519.mp4
發(fā)行地址Introduces the theory and application of open course software (OSS) reliability.Includes stochastic modeling and deep learning approaches.Useful to university students, IT professionals, and professor
學(xué)科分類Springer Series in Reliability Engineering
圖書封面Titlebook: Applied OSS Reliability Assessment Modeling, AI and Tools; Mathematics and AI f Yoshinobu Tamura,Shigeru Yamada Textbook 2024 The Editor(s)
影響因子.This textbook introduces the theory and application of open source software (OSS) reliability...The measurement and management of open source software are essential to produce and maintain quality and reliable systems while using open source software. This book describes the latest methods for the reliability assessment of open source software. It presents the state of the art of open source software reliability measurement and assessment based on stochastic modeling and deep learning approaches. It introduces several stochastic reliability analyses of OSS computing with application along with actual OSS project data...The book contains exercises to aid learning and is useful for graduate students and researchers..
Pindex Textbook 2024
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Jump Diffusion Process Model for OSS Reliability Analysis,on. In particular, several components of OSS will be made a change according to the progress of OSS development as time passes. Also, OSS include several versions such as bug-fix version, minor version, and major version, etc. Considering the characteristics of OSS projects, the operation performanc
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Three Dimensional Tool Based on Noisy Model,sessment. It is useful to easily understand the trend of reliability from various points of view by using three-dimensional modeling. We show the cumulative number of detected faults . at time . of our three-dimensional model proposed in the past as follows [.,.,.]:
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發(fā)表于 2025-3-22 17:58:05 | 只看該作者
Deep Learning Method Based on Fault Big Data Analysis for OSS Reliability Assessment,ility assessment for OSS. The bug tracking system is well known as the useful system for quality improvement of OSS. The bug tracking system is implemented in various open source projects in recent years. Also, various fault data sets are registered on the database of bug tracking system.
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Performance Illustrations of the Developed Application Tool Based on Deep Learning, of the edge OSS service. The data used in this chapter are collected from the bug tracking system . Project [.]. The demonstration of our prototype tool is available from “DEMO APPLICATION” at the following URL; however, the function of calculation cannot execute considering the security: ., access
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發(fā)表于 2025-3-23 06:27:59 | 只看該作者
Exercise,ng problems will be useful for software managers to evaluate OSS quality/reliability. Figure . shows the estimated expected number of remaining faults. Discuss the estimated expected number of remaining faults at 8,000 days in Fig. ..
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