Scaling up machine learning: parallel and distributed approaches
Auteur :
BEKKERMAN RON
Éditeur :
Cambridge University Press
ISBN :
9780521192248
Date de publication :
30 déc. 2011
Dimensions :
21,0 x 15,0 x 2,5 cm
Poids :
1090 g
Format :
book
Langue :
Anglais
Pays d'origine :
Grande Bretagne
In many practical situations it is impossible to run existing machine learning methods on a single computer, because either the data is too large or the speed and throughput requirements are too demanding. Researchers and practitioners will find here a variety of machine learning methods developed specifically for parallel or distributed systems, covering algorithms, platforms and applications.