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出版者:Springer-Verlag New York Inc

作者:Garofalakis, Minos (EDT)/ Gehrke, Johannes (EDT)/ Rastogi, Rajeev (EDT)

出品人:

页数:400

译者:

出版时间:2013-9

价格:$ 79.04

装帧:HRD

isbn号码:9783540286073

丛书系列:

图书标签:

Stream
Mining
Date
Algorithms
数据流
流处理
实时计算
数据管理
大数据
数据库
数据挖掘
机器学习
云计算
分布式系统

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具体描述

Traditional Database Management Systems are built on the concept of persistent data sets that are stored reliably in stable storage and queried/updated several times throughout their lifetime. For several emerging application domains, however, data arrives and needs to be processed on a continuous (24x7) basis, and they need data-processing algorithms and systems that work over continuous data streams. This book is the first in-depth treatment of this important topic, covering basic data stream techniques, data stream synopses, mining data streams, advanced data stream computations, and systems and architectures for data stream management systems.