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HBASE與HIVE數(shù)據(jù)倉庫應(yīng)用開發(fā) 版權(quán)信息
- ISBN：9787121461026
- 條形碼：9787121461026 ; 978-7-121-46102-6
- 裝幀：平塑
- 冊數(shù)：暫無
- 重量：暫無
- 所屬分類：>>
HBASE與HIVE數(shù)據(jù)倉庫應(yīng)用開發(fā) 內(nèi)容簡介
本書使用大數(shù)據(jù)存儲常用工具與真實(shí)場景案例相結(jié)合的方式，以項(xiàng)目任務(wù)式為導(dǎo)向，較為全面地介紹了HBase分布式數(shù)據(jù)庫與Hive分布式數(shù)據(jù)倉庫的相關(guān)知識。全書共9個(gè)項(xiàng)目，內(nèi)容包括認(rèn)識數(shù)據(jù)庫與數(shù)據(jù)倉庫、安裝與配置HBase列存儲數(shù)據(jù)庫、使用HBase Shell構(gòu)建博客數(shù)據(jù)庫系統(tǒng)、使用HBase Java API實(shí)現(xiàn)博客數(shù)據(jù)庫系統(tǒng)的應(yīng)用開發(fā)、安裝與配置Hive結(jié)構(gòu)化數(shù)據(jù)倉庫、使用Hive實(shí)現(xiàn)數(shù)據(jù)定義操作、使用Hive Shell實(shí)現(xiàn)用戶優(yōu)惠券數(shù)據(jù)分析及處理、使用Hive Java API實(shí)現(xiàn)用戶優(yōu)惠券分析的應(yīng)用開發(fā)、以及如何綜合使用Hive與HBase存儲技術(shù)實(shí)現(xiàn)電信運(yùn)營商流失用戶分析。本書大部分項(xiàng)目都設(shè)置了任務(wù)實(shí)訓(xùn)及課后習(xí)題，通過練習(xí)和操作實(shí)踐，可以幫助讀者鞏固所學(xué)的內(nèi)容，快速掌握書中所介紹的HBase與Hive存儲工具的操作。本書可以作為高校大數(shù)據(jù)技術(shù)相關(guān)專業(yè)的教材，也可作為大數(shù)據(jù)技術(shù)或數(shù)據(jù)庫愛好者的自學(xué)用書。希望通過學(xué)習(xí)本書內(nèi)容，讀者在提升大數(shù)據(jù)存儲技術(shù)的應(yīng)用能力的同時(shí)，也能夠養(yǎng)成自主學(xué)習(xí)的意識，提高發(fā)現(xiàn)問題、分析問題和解決問題的能力，具備良好的問題分析素養(yǎng)和獨(dú)立思考能力，并養(yǎng)成敬業(yè)、精益、專注的工匠精神。
HBASE與HIVE數(shù)據(jù)倉庫應(yīng)用開發(fā) 目錄
項(xiàng)目1 認(rèn)識數(shù)據(jù)庫與數(shù)據(jù)倉庫 ············································································.1
【教學(xué)目標(biāo)】 ······························································································.1
【背景描述】 ······························································································.1
任務(wù) 1 了解大數(shù)據(jù) ·····················································································.2
【任務(wù)描述】 ···················································································.2
【任務(wù)要求】 ···················································································.2
【相關(guān)知識】 ···················································································.2
1.1.1 大數(shù)據(jù)的概念及發(fā)展歷程 ····················································.2
1.1.2 大數(shù)據(jù)的數(shù)據(jù)類型 ·····························································.2
1.1.3 大數(shù)據(jù)的特點(diǎn) ···································································.3
1.1.4 大數(shù)據(jù)的行業(yè)應(yīng)用 ·····························································.4
1.1.5 大數(shù)據(jù)的技術(shù)體系 ·····························································.5
任務(wù) 2 了解大數(shù)據(jù)存儲技術(shù) ·········································································.7
【任務(wù)描述】 ···················································································.7
【任務(wù)要求】 ···················································································.7
【相關(guān)知識】 ···················································································.7
1.2.1 大數(shù)據(jù)存儲簡介 ································································.7
1.2.2 基于文件系統(tǒng)的數(shù)據(jù)存儲 ····················································.8
1.2.3 基于數(shù)據(jù)庫的數(shù)據(jù)存儲 ·······················································.9
1.2.4 基于數(shù)據(jù)倉庫的數(shù)據(jù)存儲 ··················································.10
項(xiàng)目總結(jié) ·································································································.10
課后習(xí)題 ·································································································.11
項(xiàng)目2 安裝與部署HBase ················································································.12
【教學(xué)目標(biāo)】 ····························································································.12
【背景描述】 ····························································································.12
任務(wù) 1 搭建完全分布式 Hadoop 集群 ····························································.13
【任務(wù)描述】 ·················································································.13
【任務(wù)要求】 ·················································································.13
【相關(guān)知識】 ·················································································.13
2.1.1 Hadoop 簡介 ···································································.13
2.1.2 Hadoop 的核心組件 ··························································.14
2.1.3 Hadoop 生態(tài)系統(tǒng) ·····························································.17
2.1.4 搭建 Hadoop 集群前的準(zhǔn)備工作 ··········································.19
【任務(wù)實(shí)施】 ·················································································.19
【任務(wù)實(shí)訓(xùn)】 ·················································································.47
任務(wù) 2 安裝 ZooKeeper 集群 ·······································································.47
【任務(wù)描述】 ·················································································.47
【任務(wù)要求】 ·················································································.47
【相關(guān)知識】 ·················································································.48
2.2.1 ZooKeeper 簡介 ·······························································.48
2.2.2 ZooKeeper 的架構(gòu) ····························································.48
【任務(wù)實(shí)施】 ·················································································.49
任務(wù) 3 安裝與配置 HBase 集群 ···································································.51
【任務(wù)描述】 ·················································································.51
【任務(wù)要求】 ·················································································.51
【相關(guān)知識】 ······························································
【教學(xué)目標(biāo)】 ······························································································.1
【背景描述】 ······························································································.1
任務(wù) 1 了解大數(shù)據(jù) ·····················································································.2
【任務(wù)描述】 ···················································································.2
【任務(wù)要求】 ···················································································.2
【相關(guān)知識】 ···················································································.2
1.1.1 大數(shù)據(jù)的概念及發(fā)展歷程 ····················································.2
1.1.2 大數(shù)據(jù)的數(shù)據(jù)類型 ·····························································.2
1.1.3 大數(shù)據(jù)的特點(diǎn) ···································································.3
1.1.4 大數(shù)據(jù)的行業(yè)應(yīng)用 ·····························································.4
1.1.5 大數(shù)據(jù)的技術(shù)體系 ·····························································.5
任務(wù) 2 了解大數(shù)據(jù)存儲技術(shù) ·········································································.7
【任務(wù)描述】 ···················································································.7
【任務(wù)要求】 ···················································································.7
【相關(guān)知識】 ···················································································.7
1.2.1 大數(shù)據(jù)存儲簡介 ································································.7
1.2.2 基于文件系統(tǒng)的數(shù)據(jù)存儲 ····················································.8
1.2.3 基于數(shù)據(jù)庫的數(shù)據(jù)存儲 ·······················································.9
1.2.4 基于數(shù)據(jù)倉庫的數(shù)據(jù)存儲 ··················································.10
項(xiàng)目總結(jié) ·································································································.10
課后習(xí)題 ·································································································.11
項(xiàng)目2 安裝與部署HBase ················································································.12
【教學(xué)目標(biāo)】 ····························································································.12
【背景描述】 ····························································································.12
任務(wù) 1 搭建完全分布式 Hadoop 集群 ····························································.13
【任務(wù)描述】 ·················································································.13
【任務(wù)要求】 ·················································································.13
【相關(guān)知識】 ·················································································.13
2.1.1 Hadoop 簡介 ···································································.13
2.1.2 Hadoop 的核心組件 ··························································.14
2.1.3 Hadoop 生態(tài)系統(tǒng) ·····························································.17
2.1.4 搭建 Hadoop 集群前的準(zhǔn)備工作 ··········································.19
【任務(wù)實(shí)施】 ·················································································.19
【任務(wù)實(shí)訓(xùn)】 ·················································································.47
任務(wù) 2 安裝 ZooKeeper 集群 ·······································································.47
【任務(wù)描述】 ·················································································.47
【任務(wù)要求】 ·················································································.47
【相關(guān)知識】 ·················································································.48
2.2.1 ZooKeeper 簡介 ·······························································.48
2.2.2 ZooKeeper 的架構(gòu) ····························································.48
【任務(wù)實(shí)施】 ·················································································.49
任務(wù) 3 安裝與配置 HBase 集群 ···································································.51
【任務(wù)描述】 ·················································································.51
【任務(wù)要求】 ·················································································.51
【相關(guān)知識】 ······························································
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HBASE與HIVE數(shù)據(jù)倉庫應(yīng)用開發(fā) 作者簡介
唐美霞，女，生于1982年03月，2003年畢業(yè)于湖南師范大學(xué)計(jì)算機(jī)科學(xué)與技術(shù)專業(yè)（本科），2010年畢業(yè)于湖南科技大學(xué)計(jì)算機(jī)應(yīng)用技術(shù)專業(yè)（碩士研究生），中共黨員，大數(shù)據(jù)技術(shù)專業(yè)教師、工學(xué)碩士、副教授、南寧市高層次人才（E類）、華為ICT學(xué)院大數(shù)據(jù)講師，新華三公司大數(shù)據(jù)平臺運(yùn)維認(rèn)證講師，教育廳認(rèn)定的"雙師”型教師。參加工作20年以來，曾主講《C#程序設(shè)計(jì)》、《數(shù)據(jù)結(jié)構(gòu)》、《MySQL數(shù)據(jù)庫》、《Linux操作系統(tǒng)》、《數(shù)據(jù)挖掘與機(jī)器學(xué)習(xí)》、《Hbase與Hive數(shù)據(jù)倉庫應(yīng)用開發(fā)》、《Hadoop開發(fā)基礎(chǔ)》等課程；在教學(xué)工作中堅(jiān)持教育教學(xué)改革，不斷探索新的教學(xué)模式和教學(xué)方法，取得了良好的效果；主編《Java程序設(shè)計(jì)》一部，《SQL Server 2012 數(shù)據(jù)庫原理及應(yīng)用》一部，參編《Flash CS5實(shí)用案例教程》一部，2020年12月，參加全國高等院校計(jì)算機(jī)類專業(yè)教學(xué)能力大賽獲二等獎(jiǎng)（作品：Hadoop開發(fā)基礎(chǔ)）；2017年-2021年指導(dǎo)學(xué)生參加全國職業(yè)院校技能大賽高職組"大數(shù)據(jù)技術(shù)與應(yīng)用”賽項(xiàng)，2017年獲區(qū)賽一等獎(jiǎng)，全國三等獎(jiǎng)，2018年-2021年獲區(qū)賽二等獎(jiǎng)；2019年指導(dǎo)學(xué)生參加中國軟件杯全國大學(xué)生軟件設(shè)計(jì)大賽榮獲全國三等獎(jiǎng)；2019-2020年連續(xù)兩年指導(dǎo)學(xué)生參加廣西大學(xué)生人工智能設(shè)計(jì)大賽，榮獲一等獎(jiǎng)，優(yōu)秀指導(dǎo)教師。2019-2020年連續(xù)兩年指導(dǎo)學(xué)生參加全國大學(xué)生數(shù)學(xué)建模競賽廣西選拔賽榮獲三等獎(jiǎng)。秉承"以科研促教學(xué)，以教學(xué)帶科研”的理念，堅(jiān)持進(jìn)行學(xué)術(shù)研究，主要研究方向?yàn)檐浖夹g(shù)、大數(shù)據(jù)技術(shù)、算法分析。近年來在《計(jì)算機(jī)工程與設(shè)計(jì)》、《湖南科技大學(xué)學(xué)報(bào)（自然科學(xué)版）》、《制造業(yè)自動(dòng)化》、《廣西教育》等刊物上發(fā)表學(xué)術(shù)論文20余篇，其中核心論文6篇，主持完成市廳級課題3項(xiàng)，主持在研市廳級課題2項(xiàng)，參與省部級科研課題2項(xiàng)，參與完成市廳級課題6項(xiàng)，獲得發(fā)明專利1項(xiàng)，實(shí)用新型專利1項(xiàng)，軟件著作權(quán)16項(xiàng)。
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