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Titlebook: Online Capacity Provisioning for Energy-Efficient Datacenters; Minghua Chen,Sid Chi-Kin Chau Book 2022 The Editor(s) (if applicable) and T

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發(fā)表于 2025-3-21 18:14:42 | 只看該作者 |倒序瀏覽 |閱讀模式
書目名稱Online Capacity Provisioning for Energy-Efficient Datacenters
編輯Minghua Chen,Sid Chi-Kin Chau
視頻videohttp://file.papertrans.cn/702/701509/701509.mp4
概述Examines ways to improve the design of online algorithms with predictions in dynamic provisioning.Describes best practices for implementing online dynamic provisioning algorithms for data centers.Expl
叢書名稱Synthesis Lectures on Learning, Networks, and Algorithms
圖書封面Titlebook: Online Capacity Provisioning for Energy-Efficient Datacenters;  Minghua Chen,Sid Chi-Kin Chau Book 2022 The Editor(s) (if applicable) and T
描述This book addresses the urgent issue of massive and inefficient energy consumption by data centers, which have become the largest co-located computing systems in the world and process trillions of megabytes of data every second. Dynamic provisioning algorithms have the potential to be the most viable and convenient of approaches to reducing data center energy consumption by turning off unnecessary servers, but they incur additional costs from being unable to properly predict future workload demands that have only recently been mitigated by advances in machine-learned predictions..This book explores whether it is possible to design effective online dynamic provisioning algorithms that require zero future workload information while still achieving close-to-optimal performance. It also examines whether characterizing the benefits of utilizing the future workload information can then improve the design of online algorithms with predictions in dynamic provisioning. The book specifically develops online dynamic provisioning algorithms with and without the available future workload information. Readers will discover the elegant structure of the online dynamic provisioning problem in a way
出版日期Book 2022
關(guān)鍵詞Dynamic Provisioning; Online algorithms; Datacenters; Capacity Provisioning; Energy-Efficient Computing
版次1
doihttps://doi.org/10.1007/978-3-031-11549-3
isbn_softcover978-3-031-11551-6
isbn_ebook978-3-031-11549-3Series ISSN 2690-4306 Series E-ISSN 2690-4314
issn_series 2690-4306
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
The information of publication is updating

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Minghua Chen,Sid Chi-Kin Chaurally curious, energetic, and have short attention spans, making it difficult to explore traditional music. This teaching model is increasingly unsuitable for the needs of contemporary enlightenment education. This study is based on the actual implementation of the “MR Music Classroom” project, usin
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Minghua Chen,Sid Chi-Kin Chauh Benjamin Jesty, Edward Jenner and smallpox vaccination and concluding in the early neoliberal era, the chapter provides an overview of the social stories at the centre of the history of vaccinology. We show that the socioeconomic and political conditions of the day have shaped vaccine development
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Minghua Chen,Sid Chi-Kin Chau put more emphasis on the mental health of their students. This study investigated undergraduate students’ mental health in terms of student sense of belonging, student learning satisfaction, and student well-being in relationship with their campus learning environment that is examined, especially i
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Introduction, via remote third-party computational resources and infrastructure. Unlike traditional computing, cloud computing users are charged according to their actual usage, without worrying about the sunk costs (e.g., equipment, maintenance and upgrade costs). Cloud computing service providers offer their c
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