Big Data 2024 pdf epub mobi 电子书


Big Data

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Big Data 2024 pdf epub mobi 电子书 著者简介

Nathan Marz is an engineer at Twitter. He was previously Lead Engineer at BackType, a marketing intelligence company, that was acquired by Twitter in July of 2011. He is the author of two major open source projects: Storm, a distributed realtime computation system, and Cascalog, a tool for processing data on Hadoop. He is a frequent speaker and writes a blog at nathanmarz.com.

Sam Ritchie is an engineer at Twitter who uses Cascalog and ElephantDB to process and analyze many terabytes of data in near real-time. He is also the lead developer on FORMA, an open-source deforestation monitoring system in use by a number of top research institutions. He is a committer on Cascalog, ElephantDB, Pallet and a number of other open source Clojure projects.


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发表于2024-11-21

Big Data 2024 pdf epub mobi 电子书

Big Data 2024 pdf epub mobi 电子书

Big Data 2024 pdf epub mobi 电子书



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Big Data 电子书 读后感

评分

1. 大名鼎鼎的 Lambda 架构作者的书; 2. 喜欢这样条分缕析的思路 3. Human-fault tolerance is not optional 4. example 有点多余, 信息冗杂读较高 4. Lambda 架构 serving layer 对 normalization/denormalization 解决的的确很好 5. 如果能够在刚接触大数据的时候读这本书, ...  

评分

前几天看到一个行业相关的云平台技术方案的架构图,粗略看了一下,觉得其应该是基于经典的大数据方案构建的,所以决定静下心来,在2019年这个大数据已经渐凉的时间点上,对大数据架构进行一下考古,自己补习一下。找来找去,目前谈大数据架构的书籍只有这本还算不错,其他的书...  

评分

1. 大名鼎鼎的 Lambda 架构作者的书; 2. 喜欢这样条分缕析的思路 3. Human-fault tolerance is not optional 4. example 有点多余, 信息冗杂读较高 4. Lambda 架构 serving layer 对 normalization/denormalization 解决的的确很好 5. 如果能够在刚接触大数据的时候读这本书, ...  

评分

前几天看到一个行业相关的云平台技术方案的架构图,粗略看了一下,觉得其应该是基于经典的大数据方案构建的,所以决定静下心来,在2019年这个大数据已经渐凉的时间点上,对大数据架构进行一下考古,自己补习一下。找来找去,目前谈大数据架构的书籍只有这本还算不错,其他的书...  

评分

很早就听说了大名鼎鼎的Lambda Architecture,但是一直不明白具体的含义。就算读了wikipedia ( https://en.wikipedia.org/wiki/Lambda_architecture ),依然只明其表而不懂其里。好在有这本《Big Data - Principles and Best Practices of Scalable Runtime Data Systems》给予...  

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出版者:Manning Publications
作者:Nathan Marz
出品人:
页数:328
译者:
出版时间:2015-5-10
价格:USD 49.99
装帧:Paperback
isbn号码:9781617290343
丛书系列:

图书标签: bigdata  数据挖掘  大数据  计算机  data  manning  编程  big   


Big Data 2024 pdf epub mobi 电子书 图书描述

Services like social networks, web analytics, and intelligent e-commerce often need to manage data at a scale too big for a traditional database. Complexity increases with scale and demand, and handling big data is not as simple as just doubling down on your RDBMS or rolling out some trendy new technology. Fortunately, scalability and simplicity are not mutually exclusive—you just need to take a different approach. Big data systems use many machines working in parallel to store and process data, which introduces fundamental challenges unfamiliar to most developers.

Big Data teaches you to build these systems using an architecture that takes advantage of clustered hardware along with new tools designed specifically to capture and analyze web-scale data. It describes a scalable, easy to understand approach to big data systems that can be built and run by a small team. Following a realistic example, this book guides readers through the theory of big data systems, how to implement them in practice, and how to deploy and operate them once they're built.

Big Data shows you how to build the back-end for a real-time service called SuperWebAnalytics.com—our version of Google Analytics. As you read, you'll discover that many standard RDBMS practices become unwieldy with large-scale data. To handle the complexities of Big Data and distributed systems, you must drastically simplify your approach. This book introduces a general framework for thinking about big data, and then shows how to apply technologies like Hadoop, Thrift, and various NoSQL databases to build simple, robust, and efficient systems to handle it.

Big Data 2024 pdf epub mobi 电子书

Big Data 2024 pdf epub mobi 电子书
想要找书就要到 本本书屋
立刻按 ctrl+D收藏本页
你会得到大惊喜!!

Big Data 2024 pdf epub mobi 用户评价

评分

lambda architecture, 好奇着没基础硬读下来理解了一些基本概念和数据库搭建的考量角度,实践章节大半懵着略过了,需要补CS基础

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非常hands on的一本介绍distributed system开发的书。

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介绍了作者构思的Lambda架构,贯穿其中介绍了很多分布式数据系统设计需要注意的原则和理论知识。这部分原则和理论知识很不错。 此外介绍了不少理论知识的实际实现,感觉这部分拿捏得不是很好。作者不想让某个设计和某个具体的实现工具绑死,所以在有意减少实现部分笔墨。但是实现的具体细节又介绍了不少,书中又没有整体贯通成一个可以运行的实现,读起来效果不理想。个人建议阅读实现部分时,不要花太多心思。 2015.10

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通俗易懂

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这本书介绍作者称为 Lambda Architecture 的架构 内容的组织对应架构的三个 layer:Batch | Serving | Speed 因为网速问题没能下载到运行环境,所以一些关于开发效率或者是否容易理解的设计决策没有办法亲自体会 不过还是觉得作者很厉害,可以把大的需求拆分成外行人用 common sense 就能 follow 的小问题

Big Data 2024 pdf epub mobi 电子书


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