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Titlebook: User-Defined Tensor Data Analysis; Bin Dong,Kesheng Wu,Suren Byna Book 2021 The Author(s), under exclusive license to Springer Nature Swit

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書目名稱User-Defined Tensor Data Analysis
編輯Bin Dong,Kesheng Wu,Suren Byna
視頻videohttp://file.papertrans.cn/945/944518/944518.mp4
概述FasTensor can achieve multiple orders of magnitude speedup over Spark and other peer systems in executing big data analysis operations.FasTensor makes programming for data analysis operations at large
叢書名稱SpringerBriefs in Computer Science
圖書封面Titlebook: User-Defined Tensor Data Analysis;  Bin Dong,Kesheng Wu,Suren Byna Book 2021 The Author(s), under exclusive license to Springer Nature Swit
描述The SpringerBrief introduces FasTensor, a powerful parallel data programming model developed for big data applications. This book also provides a user‘s guide for installing and using FasTensor. FasTensor enables users to easily express many data analysis operations, which may come from neural networks, scientific computing, or queries from traditional database management systems (DBMS). FasTensor frees users from all underlying and tedious data management tasks, such as data partitioning, communication, and parallel execution..This SpringerBrief gives a high-level overview of the state-of-the-art in parallel data programming model and a motivation for the design of FasTensor. It illustrates the FasTensor application programming interface (API) with an abundance of examples and two real use cases from cutting edge scientific applications. FasTensor can achieve multiple orders of magnitude speedup over? Spark and other peer systems in executing big data analysis operations. FasTensor makes programming for data analysis operations at large scale on supercomputers as productively and efficiently as possible. A complete reference of FasTensor includes its theoretical foundations, C++ i
出版日期Book 2021
關(guān)鍵詞FasTensor; Stencil; Data Analysis; Scientific Data Management; Transform; Tensor; Array; Structural Localit
版次1
doihttps://doi.org/10.1007/978-3-030-70750-7
isbn_softcover978-3-030-70749-1
isbn_ebook978-3-030-70750-7Series ISSN 2191-5768 Series E-ISSN 2191-5776
issn_series 2191-5768
copyrightThe Author(s), under exclusive license to Springer Nature Switzerland AG 2021
The information of publication is updating

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Bin Dong,Kesheng Wu,Suren Bynare content and includes the special features mentioned.Inclu.Protein Folding Kinetics - Biophysical Methods (2nd Edition) gives a deep insight into the principles and concepts of the kinetic and structural resolution of fast chemical and biophysical reactions of proteins with emphasis on protein-fol
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Bin Dong,Kesheng Wu,Suren Bynaions along with temperature and chemical perturbations to study folding/unfolding reactions of proteins. Although various high-pressure spectroscopy techniques have their own significance, high-pressure nuclear magnetic resonance (NMR) is unique in that it allows one to gain residue-specific and ato
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Bin Dong,Kesheng Wu,Suren Bynaonal dysfunction. This is a multistep process which results in toxic protein aggregates; thus they are potent targets for development of early diagnosis and of drugs to improve therapies of conformational diseases. The hallmark proteins of these diseases such as Parkinson’s, Alzheimer’s or Huntingto
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