User-Defined Tensor Data Analysis

User-Defined Tensor Data Analysis

de Bin Dong, Suren Byna e Kesheng Wu 

eBook
idioma: Inglês
Editor: Springer International Publishing
Edição: setembro de 2021
63,06€
Disponibilidade Imediata
EBOOK PARA ADOBE DIGITAL EDITIONS (ADE)

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++ implementation, and usage in applications.Scientists in domains such as physical and geosciences, who analyze large amounts of data will want to purchase this SpringerBrief. Data engineers who design and develop data analysis software and data scientists, and who use Spark or TensorFlow to perform data analyses, such as training a deep neural network will also find this SpringerBrief useful as a reference tool.

Outros livros da coleção

Test-Driven Infrastructure With Chef
10%
portes grátis
10% Cartão Leitor Bertrand
35,31€
O'REILLY MEDIA, INC, USA
Silversmithing For Jewellery Makers
10%
portes grátis
10% Cartão Leitor Bertrand
20,17€
Search Press Ltd
User-Defined Tensor Data Analysis
de Bin Dong, Suren Byna e Kesheng Wu 
ISBN: 9783030707507 Ano de edição: 09-2021 Editor: Springer International Publishing Idioma: Inglês Tipo de Produto: eBook Coleção: Springerbriefs In Computer Science Formato: ePUB i Classificação Temática: eBooks  >  eBooks em Inglês  >  Informática  >  Base de Dados
X
O QUE É O CHECKOUT EXPRESSO?


O ‘Checkout Expresso’ utiliza os seus dados habituais (morada e/ou forma de envio, meio de pagamento e dados de faturação) para que a sua compra seja muito mais rápida. Assim, não tem de os indicar de cada vez que fizer uma compra. Em qualquer altura, pode atualizar estes dados na sua ‘Área de Cliente’.

Para que lhe sobre mais tempo para as suas leituras.