Hbase In Action

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HBase in Action

Amandeep Khurana,Nick Dimiduk
HBase in Action Book PDF

Author : Amandeep Khurana,Nick Dimiduk
Publisher : Simon and Schuster
Page : 507 pages
File Size : 55,6 Mb
Release : 2012-11-01
Category : Computers
ISBN : 9781638355359

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HBase in Action by Amandeep Khurana,Nick Dimiduk Pdf

Summary HBase in Action has all the knowledge you need to design, build, and run applications using HBase. First, it introduces you to the fundamentals of distributed systems and large scale data handling. Then, you'll explore real-world applications and code samples with just enough theory to understand the practical techniques. You'll see how to build applications with HBase and take advantage of the MapReduce processing framework. And along the way you'll learn patterns and best practices. About the Technology HBase is a NoSQL storage system designed for fast, random access to large volumes of data. It runs on commodity hardware and scales smoothly from modest datasets to billions of rows and millions of columns. About this Book HBase in Action is an experience-driven guide that shows you how to design, build, and run applications using HBase. First, it introduces you to the fundamentals of handling big data. Then, you'll explore HBase with the help of real applications and code samples and with just enough theory to back up the practical techniques. You'll take advantage of the MapReduce processing framework and benefit from seeing HBase best practices in action. Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book. What's Inside When and how to use HBase Practical examples Design patterns for scalable data systems Deployment, integration, and design Written for developers and architects familiar with data storage and processing. No prior knowledge of HBase, Hadoop, or MapReduce is required. Table of Contents PART 1 HBASE FUNDAMENTALS Introducing HBase Getting started Distributed HBase, HDFS, and MapReduce PART 2 ADVANCED CONCEPTS HBase table design Extending HBase with coprocessors Alternative HBase clients PART 3 EXAMPLE APPLICATIONS HBase by example: OpenTSDB Scaling GIS on HBase PART 4 OPERATIONALIZING HBASE Deploying HBase Operations

HBase: The Definitive Guide

Lars George
HBase The Definitive Guide Book PDF

Author : Lars George
Publisher : "O'Reilly Media, Inc."
Page : 556 pages
File Size : 46,9 Mb
Release : 2011-08-29
Category : Computers
ISBN : 9781449315221

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HBase: The Definitive Guide by Lars George Pdf

If you're looking for a scalable storage solution to accommodate a virtually endless amount of data, this book shows you how Apache HBase can fulfill your needs. As the open source implementation of Google's BigTable architecture, HBase scales to billions of rows and millions of columns, while ensuring that write and read performance remain constant. Many IT executives are asking pointed questions about HBase. This book provides meaningful answers, whether you’re evaluating this non-relational database or planning to put it into practice right away. Discover how tight integration with Hadoop makes scalability with HBase easier Distribute large datasets across an inexpensive cluster of commodity servers Access HBase with native Java clients, or with gateway servers providing REST, Avro, or Thrift APIs Get details on HBase’s architecture, including the storage format, write-ahead log, background processes, and more Integrate HBase with Hadoop's MapReduce framework for massively parallelized data processing jobs Learn how to tune clusters, design schemas, copy tables, import bulk data, decommission nodes, and many other tasks

Architecting HBase Applications

Jean-Marc Spaggiari,Kevin O'Dell
Architecting HBase Applications Book PDF

Author : Jean-Marc Spaggiari,Kevin O'Dell
Publisher : "O'Reilly Media, Inc."
Page : 251 pages
File Size : 53,6 Mb
Release : 2016-07-18
Category : Computers
ISBN : 9781491916117

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Architecting HBase Applications by Jean-Marc Spaggiari,Kevin O'Dell Pdf

Lots of HBase books, online HBase guides, and HBase mailing lists/forums are available if you need to know how HBase works. But if you want to take a deep dive into use cases, features, and troubleshooting, Architecting HBase Applications is the right source for you. With this book, you'll learn a controlled set of APIs that coincide with use-case examples and easily deployed use-case models, as well as sizing/best practices to help jump start your enterprise application development and deployment.

Erlang and OTP in Action

Eric Merritt,Martin Logan,Richard Carlsson
Erlang and OTP in Action Book PDF

Author : Eric Merritt,Martin Logan,Richard Carlsson
Publisher : Simon and Schuster
Page : 650 pages
File Size : 42,5 Mb
Release : 2010-11-15
Category : Computers
ISBN : 9781638354260

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Erlang and OTP in Action by Eric Merritt,Martin Logan,Richard Carlsson Pdf

Concurrent programming has become a required discipline for all programmers. Multi-core processors and the increasing demand for maximum performance and scalability in mission-critical applications have renewed interest in functional languages like Erlang that are designed to handle concurrent programming. Erlang, and the OTP platform, make it possible to deliver more robust applications that satisfy rigorous uptime and performance requirements. Erlang and OTP in Action teaches you to apply Erlang's message passing model for concurrent programming--a completely different way of tackling the problem of parallel programming from the more common multi-threaded approach. This book walks you through the practical considerations and steps of building systems in Erlang and integrating them with real-world C/C++, Java, and .NET applications. Unlike other books on the market, Erlang and OTP in Action offers a comprehensive view of how concurrency relates to SOA and web technologies. This hands-on guide is perfect for readers just learning Erlang or for those who want to apply their theoretical knowledge of this powerful language. You'll delve into the Erlang language and OTP runtime by building several progressively more interesting real-world distributed applications. Once you are competent in the fundamentals of Erlang, the book takes you on a deep dive into the process of designing complex software systems in Erlang. Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book.

Hadoop Application Architectures

Mark Grover,Ted Malaska,Jonathan Seidman,Gwen Shapira
Hadoop Application Architectures Book PDF

Author : Mark Grover,Ted Malaska,Jonathan Seidman,Gwen Shapira
Publisher : "O'Reilly Media, Inc."
Page : 399 pages
File Size : 50,8 Mb
Release : 2015-06-30
Category : Computers
ISBN : 9781491900079

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Hadoop Application Architectures by Mark Grover,Ted Malaska,Jonathan Seidman,Gwen Shapira Pdf

Get expert guidance on architecting end-to-end data management solutions with Apache Hadoop. While many sources explain how to use various components in the Hadoop ecosystem, this practical book takes you through architectural considerations necessary to tie those components together into a complete tailored application, based on your particular use case. To reinforce those lessons, the book’s second section provides detailed examples of architectures used in some of the most commonly found Hadoop applications. Whether you’re designing a new Hadoop application, or planning to integrate Hadoop into your existing data infrastructure, Hadoop Application Architectures will skillfully guide you through the process. This book covers: Factors to consider when using Hadoop to store and model data Best practices for moving data in and out of the system Data processing frameworks, including MapReduce, Spark, and Hive Common Hadoop processing patterns, such as removing duplicate records and using windowing analytics Giraph, GraphX, and other tools for large graph processing on Hadoop Using workflow orchestration and scheduling tools such as Apache Oozie Near-real-time stream processing with Apache Storm, Apache Spark Streaming, and Apache Flume Architecture examples for clickstream analysis, fraud detection, and data warehousing

Hadoop Security

Ben Spivey,Joey Echeverria
Hadoop Security Book PDF

Author : Ben Spivey,Joey Echeverria
Publisher : "O'Reilly Media, Inc."
Page : 340 pages
File Size : 49,8 Mb
Release : 2015-06-29
Category : Computers
ISBN : 9781491900963

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Hadoop Security by Ben Spivey,Joey Echeverria Pdf

As more corporations turn to Hadoop to store and process their most valuable data, the risk of a potential breach of those systems increases exponentially. This practical book not only shows Hadoop administrators and security architects how to protect Hadoop data from unauthorized access, it also shows how to limit the ability of an attacker to corrupt or modify data in the event of a security breach. Authors Ben Spivey and Joey Echeverria provide in-depth information about the security features available in Hadoop, and organize them according to common computer security concepts. You’ll also get real-world examples that demonstrate how you can apply these concepts to your use cases. Understand the challenges of securing distributed systems, particularly Hadoop Use best practices for preparing Hadoop cluster hardware as securely as possible Get an overview of the Kerberos network authentication protocol Delve into authorization and accounting principles as they apply to Hadoop Learn how to use mechanisms to protect data in a Hadoop cluster, both in transit and at rest Integrate Hadoop data ingest into enterprise-wide security architecture Ensure that security architecture reaches all the way to end-user access

HBase

Lars George
HBase Book PDF

Author : Lars George
Publisher : "O'Reilly Media, Inc."
Page : 555 pages
File Size : 44,8 Mb
Release : 2011-09-05
Category : Computers
ISBN : 9781449396107

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HBase by Lars George Pdf

"HBase: The Definitive Guide" provides the details for evaluating this high-performance, non-relational database, or putting it into practice right away. HBase's adoption rate is beginning to climb, and IT executives are asking pointed questions about this high-capacity database.

Professional Hadoop Solutions

Boris Lublinsky,Kevin T. Smith,Alexey Yakubovich
Professional Hadoop Solutions Book PDF

Author : Boris Lublinsky,Kevin T. Smith,Alexey Yakubovich
Publisher : John Wiley & Sons
Page : 504 pages
File Size : 40,7 Mb
Release : 2013-09-12
Category : Computers
ISBN : 9781118824184

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Professional Hadoop Solutions by Boris Lublinsky,Kevin T. Smith,Alexey Yakubovich Pdf

The go-to guidebook for deploying Big Data solutions withHadoop Today's enterprise architects need to understand how the Hadoopframeworks and APIs fit together, and how they can be integrated todeliver real-world solutions. This book is a practical, detailedguide to building and implementing those solutions, with code-levelinstruction in the popular Wrox tradition. It covers storing datawith HDFS and Hbase, processing data with MapReduce, and automatingdata processing with Oozie. Hadoop security, running Hadoop withAmazon Web Services, best practices, and automating Hadoopprocesses in real time are also covered in depth. With in-depth code examples in Java and XML and the latest onrecent additions to the Hadoop ecosystem, this complete resourcealso covers the use of APIs, exposing their inner workings andallowing architects and developers to better leverage and customizethem. The ultimate guide for developers, designers, and architectswho need to build and deploy Hadoop applications Covers storing and processing data with various technologies,automating data processing, Hadoop security, and deliveringreal-time solutions Includes detailed, real-world examples and code-levelguidelines Explains when, why, and how to use these tools effectively Written by a team of Hadoop experts in theprogrammer-to-programmer Wrox style Professional Hadoop Solutions is the reference enterprisearchitects and developers need to maximize the power of Hadoop.

Hbase Administration Cookbook

Yifeng Jiang
Hbase Administration Cookbook Book PDF

Author : Yifeng Jiang
Publisher : Packt Publishing Ltd
Page : 332 pages
File Size : 55,6 Mb
Release : 2012-08-16
Category : Computers
ISBN : 9781849517157

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Hbase Administration Cookbook by Yifeng Jiang Pdf

As part of Packt's cookbook series, each recipe offers a practical, step-by-step solution to common problems found in HBase administration. This book is for HBase administrators, developers, and will even help Hadoop administrators. You are not required to have HBase experience, but are expected to have a basic understanding of Hadoop and MapReduce.

Intelligent Systems and Applications

W.C.-C. Chu,H.-C. Chao,S.J.-H. Yang
Intelligent Systems and Applications Book PDF

Author : W.C.-C. Chu,H.-C. Chao,S.J.-H. Yang
Publisher : IOS Press
Page : 2244 pages
File Size : 47,5 Mb
Release : 2015-04-14
Category : Computers
ISBN : 9781614994848

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Intelligent Systems and Applications by W.C.-C. Chu,H.-C. Chao,S.J.-H. Yang Pdf

This book presents the proceedings of the International Computer Symposium 2014 (ICS 2014), held at Tunghai University, Taichung, Taiwan in December. ICS is a biennial symposium founded in 1973 and offers a platform for researchers, educators and professionals to exchange their discoveries and practices, to share research experiences and to discuss potential new trends in the ICT industry. Topics covered in the ICS 2014 workshops include: algorithms and computation theory; artificial intelligence and fuzzy systems; computer architecture, embedded systems, SoC and VLSI/EDA; cryptography and information security; databases, data mining, big data and information retrieval; mobile computing, wireless communications and vehicular technologies; software engineering and programming languages; healthcare and bioinformatics, among others. There was also a workshop on information technology innovation, industrial application and the Internet of Things. ICS is one of Taiwan's most prestigious international IT symposiums, and this book will be of interest to all those involved in the world of information technology.

HBase High Performance Cookbook

Ruchir Choudhry
HBase High Performance Cookbook Book PDF

Author : Ruchir Choudhry
Publisher : Packt Publishing Ltd
Page : 350 pages
File Size : 48,8 Mb
Release : 2017-01-31
Category : Computers
ISBN : 9781783983070

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HBase High Performance Cookbook by Ruchir Choudhry Pdf

Exciting projects that will teach you how complex data can be exploited to gain maximum insights About This Book Architect a good HBase cluster for a very large distributed system Get to grips with the concepts of performance tuning with HBase A practical guide full of engaging recipes and attractive screenshots to enhance your system's performance Who This Book Is For This book is intended for developers and architects who want to know all about HBase at a hands-on level. This book is also for big data enthusiasts and database developers who have worked with other NoSQL databases and now want to explore HBase as another futuristic scalable database solution in the big data space. What You Will Learn Configure HBase from a high performance perspective Grab data from various RDBMS/Flat files into the HBASE systems Understand table design and perform CRUD operations Find out how the communication between the client and server happens in HBase Grasp when to use and avoid MapReduce and how to perform various tasks with it Get to know the concepts of scaling with HBase through practical examples Set up Hbase in the Cloud for a small scale environment Integrate HBase with other tools including ElasticSearch In Detail Apache HBase is a non-relational NoSQL database management system that runs on top of HDFS. It is an open source, disturbed, versioned, column-oriented store and is written in Java to provide random real-time access to big Data. We'll start off by ensuring you have a solid understanding the basics of HBase, followed by giving you a thorough explanation of architecting a HBase cluster as per our project specifications. Next, we will explore the scalable structure of tables and we will be able to communicate with the HBase client. After this, we'll show you the intricacies of MapReduce and the art of performance tuning with HBase. Following this, we'll explain the concepts pertaining to scaling with HBase. Finally, you will get an understanding of how to integrate HBase with other tools such as ElasticSearch. By the end of this book, you will have learned enough to exploit HBase for boost system performance. Style and approach This book is intended for software quality assurance/testing professionals, software project managers, or software developers with prior experience in using Selenium and Java to test web-based applications. This books also provides examples for C#, Python, and Ruby users.

Databases in Networked Information Systems

Wanming Chu,Shinji Kikuchi,Subhash Bhalla
Databases in Networked Information Systems Book PDF

Author : Wanming Chu,Shinji Kikuchi,Subhash Bhalla
Publisher : Springer
Page : 289 pages
File Size : 55,8 Mb
Release : 2015-03-04
Category : Computers
ISBN : 9783319163130

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Databases in Networked Information Systems by Wanming Chu,Shinji Kikuchi,Subhash Bhalla Pdf

This book constitutes the refereed proceedings of the 10th International Workshop on Databases in Networked Information Systems, DNIS 2015, held in Aizu-Wakamatsu, Japan, March 2015. The 14 revised full papers presented together with 7 invited papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on big data analysis, information and knowledge management, business data analytics and visualization, networked information resources, and business data analytics in astronomy and sciences.

Hadoop: The Definitive Guide

Tom White
Hadoop The Definitive Guide Book PDF

Author : Tom White
Publisher : "O'Reilly Media, Inc."
Page : 687 pages
File Size : 41,9 Mb
Release : 2012-05-10
Category : Computers
ISBN : 9781449338770

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Hadoop: The Definitive Guide by Tom White Pdf

Ready to unlock the power of your data? With this comprehensive guide, you’ll learn how to build and maintain reliable, scalable, distributed systems with Apache Hadoop. This book is ideal for programmers looking to analyze datasets of any size, and for administrators who want to set up and run Hadoop clusters. You’ll find illuminating case studies that demonstrate how Hadoop is used to solve specific problems. This third edition covers recent changes to Hadoop, including material on the new MapReduce API, as well as MapReduce 2 and its more flexible execution model (YARN). Store large datasets with the Hadoop Distributed File System (HDFS) Run distributed computations with MapReduce Use Hadoop’s data and I/O building blocks for compression, data integrity, serialization (including Avro), and persistence Discover common pitfalls and advanced features for writing real-world MapReduce programs Design, build, and administer a dedicated Hadoop cluster—or run Hadoop in the cloud Load data from relational databases into HDFS, using Sqoop Perform large-scale data processing with the Pig query language Analyze datasets with Hive, Hadoop’s data warehousing system Take advantage of HBase for structured and semi-structured data, and ZooKeeper for building distributed systems

Big Data Management, Technologies, and Applications

Hu, Wen-Chen
Big Data Management Technologies and Applications Book PDF

Author : Hu, Wen-Chen
Publisher : IGI Global
Page : 342 pages
File Size : 53,9 Mb
Release : 2013-10-31
Category : Computers
ISBN : 9781466647008

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Big Data Management, Technologies, and Applications by Hu, Wen-Chen Pdf

"This book discusses the exponential growth of information size and the innovative methods for data capture, storage, sharing, and analysis for big data"--Provided by publisher.

Handbook of Big Geospatial Data

Martin Werner,Yao-Yi Chiang
Handbook of Big Geospatial Data Book PDF

Author : Martin Werner,Yao-Yi Chiang
Publisher : Springer Nature
Page : 641 pages
File Size : 49,6 Mb
Release : 2021-05-07
Category : Computers
ISBN : 9783030554620

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Handbook of Big Geospatial Data by Martin Werner,Yao-Yi Chiang Pdf

This handbook covers a wide range of topics related to the collection, processing, analysis, and use of geospatial data in their various forms. This handbook provides an overview of how spatial computing technologies for big data can be organized and implemented to solve real-world problems. Diverse subdomains ranging from indoor mapping and navigation over trajectory computing to earth observation from space, are also present in this handbook. It combines fundamental contributions focusing on spatio-textual analysis, uncertain databases, and spatial statistics with application examples such as road network detection or colocation detection using GPUs. In summary, this handbook gives an essential introduction and overview of the rich field of spatial information science and big geospatial data. It introduces three different perspectives, which together define the field of big geospatial data: a societal, governmental, and governance perspective. It discusses questions of how the acquisition, distribution and exploitation of big geospatial data must be organized both on the scale of companies and countries. A second perspective is a theory-oriented set of contributions on arbitrary spatial data with contributions introducing into the exciting field of spatial statistics or into uncertain databases. A third perspective is taking a very practical perspective to big geospatial data, ranging from chapters that describe how big geospatial data infrastructures can be implemented and how specific applications can be implemented on top of big geospatial data. This would include for example, research in historic map data, road network extraction, damage estimation from remote sensing imagery, or the analysis of spatio-textual collections and social media. This multi-disciplinary approach makes the book unique. This handbook can be used as a reference for undergraduate students, graduate students and researchers focused on big geospatial data. Professionals can use this book, as well as practitioners facing big collections of geospatial data.