Efficient Learning Algorithms for Distributed Databases Ibrahim Attiya and Ahmed Khedr

Подробная информация о книге «Efficient Learning Algorithms for Distributed Databases Ibrahim Attiya and Ahmed Khedr»

Ibrahim Attiya and Ahmed Khedr - «Efficient Learning Algorithms for Distributed Databases»

О книге

Most developed learning algorithms are designed for environments in which all the relevant data is stored at single computer site. Advances in network technology and the Internet as well as the growing size of data have contributed to the proliferation of distributed data mining. Therefore, previously developed learning algorithms for computations with such distributed databases require that all data stored in distributed locations must be transferred to a common site and recompiled as one complete and local dataset before the construction can take place. The danger in this transfer is obvious if the data itself is innately sensitive, or the necessary bandwidth to efficiently transmit the data to a single site is not available. In this book, new algorithms have been developed to preserve the privacy of the data and minimize the cost of communication among the database nodes by gathering statistical summaries at each distributed database and then passing messages describing those... Это и многое другое вы найдете в книге Efficient Learning Algorithms for Distributed Databases (Ibrahim Attiya and Ahmed Khedr)

Полное название книги Ibrahim Attiya and Ahmed Khedr Efficient Learning Algorithms for Distributed Databases
Автор Ibrahim Attiya and Ahmed Khedr
Ключевые слова компьютерная литература, основы информатики общие работы
Категории Компьютеры и Internet
ISBN 9783659477928
Издательство
Год 2014
Название транслитом efficient-learning-algorithms-for-distributed-databases-ibrahim-attiya-and-ahmed-khedr
Название с ошибочной раскладкой efficient learning algorithms for distributed databases ibrahim attiya and ahmed khedr