Data-intensive Text Processing With Mapreduce pdf epub mobi txt 电子书下载 2024

☆☆☆☆☆
简体网页||繁体网页

Jimmy Lin

Morgan and Claypool Publishers

2010-4-30

178

USD 40.00

Paperback

9781608453429

图书标签: mapreduce 数据挖掘 hadoop 分布式机器学习 map-reduce 计算机算法

喜欢 Data-intensive Text Processing With Mapreduce 的读者还喜欢

下载链接在页面底部

点击这里下载

facebook linkedin mastodon messenger pinterest reddit telegram twitter viber vkontakte whatsapp 复制链接

想要找书就要到小哈图书下载中心

qciss.net

立刻按 ctrl+D收藏本页

你会得到大惊喜!!

发表于2024-11-24

Data-intensive Text Processing With Mapreduce epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Data-intensive Text Processing With Mapreduce pdf epub mobi txt 电子书下载 2024

图书描述

Our world is being revolutionized by data-driven methods: access to large amounts of data has generated new insights and opened exciting new opportunities in commerce, science, and computing applications. Processing the enormous quantities of data necessary for these advances requires large clusters, making distributed computing paradigms more crucial than ever. MapReduce is a programming model for expressing distributed computations on massive datasets and an execution framework for large-scale data processing on clusters of commodity servers. The programming model provides an easy-to-understand abstraction for designing scalable algorithms, while the execution framework transparently handles many system-level details, ranging from scheduling to synchronization to fault tolerance. This book focuses on MapReduce algorithm design, with an emphasis on text processing algorithms common in natural language processing, information retrieval, and machine learning. We introduce the notion of MapReduce design patterns, which represent general reusable solutions to commonly occurring problems across a variety of problem domains. This book not only intends to help the reader "think in MapReduce", but also discusses limitations of the programming model as well.

Data-intensive Text Processing With Mapreduce 下载 mobi epub pdf txt 电子书