Machine Learning for Adaptive Many-Core Machines - A Practical Approach

Autor: Noel Lopes, Bernardete Ribeiro

Limbă:

Legare: Carte broșată

Editura: Springer International Publishing AG

Disponibilitate: În depozitul extern

Expediem în 5-8 zile

551.47 lei

The overwhelming data produced everyday and the increasing performance and cost requirements of appl...

Informații despre carte

Autor

Noel Lopes, Bernardete Ribeiro

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2016

Pagini

241

EAN

9783319380964

ISBN

3319380966

Enbook ID

14277628

Editura

Springer International Publishing AG

Greutate

4044

Dimensiuni

155 x 235 x 15

Descriere completă

The overwhelming data produced everyday and the increasing performance and cost requirements of applications are transversal to a wide range of activities in society, from science to industry. In particular, the magnitude and complexity of the tasks that Machine Learning (ML) algorithms have to solve are driving the need to devise adaptive many-core machines that scale well with the volume of data, or in other words, can handle Big Data. This book gives a concise view on how to extend the applicability of well-known ML algorithms in Graphics Processing Unit (GPU) with data scalability in mind. It presents a series of new techniques to enhance, scale and distribute data in a Big Learning framework. It is not intended to be a comprehensive survey of the state of the art of the whole field of machine learning for Big Data. Its purpose is less ambitious and more practical: to explain and illustrate existing and novel GPU-based ML algorithms, not viewed as a universal solution for the Big Data challenges but rather as part of the answer, which may require the use of different strategies coupled together.

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Machine Learning for Adaptive Many-Core Machines - A Practical Approach

Informații despre carte

Descriere completă

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și