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Titlebook: Large-scale Graph Analysis: System, Algorithm and Optimization; Yingxia Shao,Bin Cui,Lei Chen Book 2020 Springer Nature Singapore Pte Ltd.

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書(shū)目名稱Large-scale Graph Analysis: System, Algorithm and Optimization
編輯Yingxia Shao,Bin Cui,Lei Chen
視頻videohttp://file.papertrans.cn/582/581427/581427.mp4
概述Shares techniques for optimizing large-scale graph algorithms in distributed settings.Introduces three optimized graph analysis algorithms (i.e., subgraph enumeration, subgraph detection and graph ext
叢書(shū)名稱Big Data Management
圖書(shū)封面Titlebook: Large-scale Graph Analysis: System, Algorithm and Optimization; Yingxia Shao,Bin Cui,Lei Chen Book 2020 Springer Nature Singapore Pte Ltd.
描述.This book introduces readers to a workload-aware methodology for large-scale graph algorithm optimization in graph-computing systems, and proposes several optimization techniques that can enable these systems to handle advanced graph algorithms efficiently. More concretely, it proposes a workload-aware cost model to guide the development of high-performance algorithms. On the basis of the cost model, the book subsequently presents a system-level optimization resulting in a partition-aware graph-computing engine, PAGE. In addition, it presents three efficient and scalable advanced graph algorithms – the subgraph enumeration, cohesive subgraph detection, and graph extraction algorithms...This book offers a valuable reference guide for junior researchers, covering the latest advances in large-scale graph analysis; and for senior researchers, sharing state-of-the-art solutions based on advanced graph algorithms. In addition, all readers will find a workload-aware methodology fordesigning efficient large-scale graph algorithms..
出版日期Book 2020
關(guān)鍵詞Large-scale graph analysis; Graph algorithm optimization; Distributed graph computing; Parallel graph c
版次1
doihttps://doi.org/10.1007/978-981-15-3928-2
isbn_softcover978-981-15-3930-5
isbn_ebook978-981-15-3928-2Series ISSN 2522-0179 Series E-ISSN 2522-0187
issn_series 2522-0179
copyrightSpringer Nature Singapore Pte Ltd. 2020
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d the book, .. The book was a fierce attack on certain quarters within the history of science, philosophy of science and sociology of science — such as existentialism, phenomenology, postmodernism, feminism, multiculturalism and so on. The next year, 1995, the book was followed up with a conference
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Yingxia Shao,Bin Cui,Lei Chenop the position of hermeneutic realism as an affirmative answer to that question. In breaking in a radical manner with the “myth of the given”, the hermeneutic realist holds that there is but a meaningful reality. The articulation of meaning within practices is not imposed upon a pre-meaningful (amo
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Yingxia Shao,Bin Cui,Lei Chenrategy for overcoming scientism without jeopardizing scienceThis study recapitulates basic developments in the tradition of hermeneutic and phenomenological studies of science. It focuses on the ways in which scientific research is committed to the universe of interpretative phenomena. It treats sci
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Yingxia Shao,Bin Cui,Lei Chenscultural value in Hindu resources of hermeneutics, and pres.The advent of Hindu Studies coincides with the emergence of modern hermeneutics. Despite this co-emergence and rich possibilities inherent in dialectical encounters between theories of modern and post-modern hermeneutics, and those of Hind
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