Hadoop Security

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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 : 48,5 Mb
Release : 2015-06-29
Category : Computers
ISBN : 9781491901342

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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

Practical Hadoop Security

Bhushan Lakhe
Practical Hadoop Security Book PDF

Author : Bhushan Lakhe
Publisher : Apress
Page : 199 pages
File Size : 55,8 Mb
Release : 2014-12-12
Category : Computers
ISBN : 9781430265450

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Practical Hadoop Security by Bhushan Lakhe Pdf

Practical Hadoop Security is an excellent resource for administrators planning a production Hadoop deployment who want to secure their Hadoop clusters. A detailed guide to the security options and configuration within Hadoop itself, author Bhushan Lakhe takes you through a comprehensive study of how to implement defined security within a Hadoop cluster in a hands-on way. You will start with a detailed overview of all the security options available for Hadoop, including popular extensions like Kerberos and OpenSSH, and then delve into a hands-on implementation of user security (with illustrated code samples) with both in-the-box features and with security extensions implemented by leading vendors. No security system is complete without a monitoring and tracing facility, so Practical Hadoop Security next steps you through audit logging and monitoring technologies for Hadoop, as well as ready to use implementation and configuration examples--again with illustrated code samples. The book concludes with the most important aspect of Hadoop security – encryption. Both types of encryptions, for data in transit and data at rest, are discussed at length with leading open source projects that integrate directly with Hadoop at no licensing cost. Practical Hadoop Security: Explains importance of security, auditing and encryption within a Hadoop installation Describes how the leading players have incorporated these features within their Hadoop distributions and provided extensions Demonstrates how to set up and use these features to your benefit and make your Hadoop installation secure without impacting performance or ease of use

Data Processing and Modeling with Hadoop

Vinicius Aquino do Vale
Data Processing and Modeling with Hadoop Book PDF

Author : Vinicius Aquino do Vale
Publisher : BPB Publications
Page : 196 pages
File Size : 51,5 Mb
Release : 2021-10-12
Category : Computers
ISBN : 9789391392284

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Data Processing and Modeling with Hadoop by Vinicius Aquino do Vale Pdf

Understand data in a simple way using a data lake. KEY FEATURES ● In-depth practical demonstration of Hadoop/Yarn concepts with numerous examples. ● Includes graphical illustrations and visual explanations for Hadoop commands and parameters. ● Includes details of dimensional modeling and Data Vault modeling. ● Includes details of how to create and define a structure to a data lake. DESCRIPTION The book 'Data Processing and Modeling with Hadoop' explains how a distributed system works and its benefits in the big data era in a straightforward and clear manner. After reading the book, you will be able to plan and organize projects involving a massive amount of data. The book describes the standards and technologies that aid in data management and compares them to other technology business standards. The reader receives practical guidance on how to segregate and separate data into zones, as well as how to develop a model that can aid in data evolution. It discusses security and the measures that are utilized to reduce the impact of security. Self-service analytics, Data Lake, Data Vault 2.0, and Data Mesh are discussed in the book. After reading this book, the reader will have a thorough understanding of how to structure a data lake, as well as the ability to plan, organize, and carry out the implementation of a data-driven business with full governance and security. WHAT YOU WILL LEARN ● Learn the basics of components to the Hadoop Ecosystem. ● Understand the structure, files, and zones of a Data Lake. ● Learn to implement the security part of the Hadoop Ecosystem. ● Learn to work with the Data Vault 2.0 modeling. ● Learn to develop a strategy to define good governance. ● Learn new tools to work with Data and Big Data WHO THIS BOOK IS FOR This book caters to big data developers, technical specialists, consultants, and students who want to build good proficiency in big data. Knowing basic SQL concepts, modeling, and development would be good, although not mandatory. TABLE OF CONTENTS 1. Understanding the Current Moment 2. Defining the Zones 3. The Importance of Modeling 4. Massive Parallel Processing 5. Doing ETL/ELT 6. A Little Governance 7. Talking About Security 8. What Are the Next Steps?

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 : 52,9 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.

Securing Hadoop

Sudheesh Narayanan
Securing Hadoop Book PDF

Author : Sudheesh Narayanan
Publisher : Packt Publishing Ltd
Page : 168 pages
File Size : 53,8 Mb
Release : 2013-11-22
Category : Computers
ISBN : 9781783285266

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Securing Hadoop by Sudheesh Narayanan Pdf

This book is a step-by-step tutorial filled with practical examples which will focus mainly on the key security tools and implementation techniques of Hadoop security.This book is great for Hadoop practitioners (solution architects, Hadoop administrators, developers, and Hadoop project managers) who are looking to get a good grounding in what Kerberos is all about and who wish to learn how to implement end-to-end Hadoop security within an enterprise setup. It’s assumed that you will have some basic understanding of Hadoop as well as be familiar with some basic security concepts.

Hadoop Operations

Eric Sammer
Hadoop Operations Book PDF

Author : Eric Sammer
Publisher : "O'Reilly Media, Inc."
Page : 298 pages
File Size : 41,5 Mb
Release : 2012-09-26
Category : Computers
ISBN : 9781449327293

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Hadoop Operations by Eric Sammer Pdf

If you’ve been asked to maintain large and complex Hadoop clusters, this book is a must. Demand for operations-specific material has skyrocketed now that Hadoop is becoming the de facto standard for truly large-scale data processing in the data center. Eric Sammer, Principal Solution Architect at Cloudera, shows you the particulars of running Hadoop in production, from planning, installing, and configuring the system to providing ongoing maintenance. Rather than run through all possible scenarios, this pragmatic operations guide calls out what works, as demonstrated in critical deployments. Get a high-level overview of HDFS and MapReduce: why they exist and how they work Plan a Hadoop deployment, from hardware and OS selection to network requirements Learn setup and configuration details with a list of critical properties Manage resources by sharing a cluster across multiple groups Get a runbook of the most common cluster maintenance tasks Monitor Hadoop clusters—and learn troubleshooting with the help of real-world war stories Use basic tools and techniques to handle backup and catastrophic failure

Mastering Hadoop 3

Chanchal Singh,Manish Kumar
Mastering Hadoop 3 Book PDF

Author : Chanchal Singh,Manish Kumar
Publisher : Packt Publishing Ltd
Page : 544 pages
File Size : 44,5 Mb
Release : 2019-02-28
Category : Computers
ISBN : 9781788628327

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Mastering Hadoop 3 by Chanchal Singh,Manish Kumar Pdf

A comprehensive guide to mastering the most advanced Hadoop 3 concepts Key FeaturesGet to grips with the newly introduced features and capabilities of Hadoop 3Crunch and process data using MapReduce, YARN, and a host of tools within the Hadoop ecosystemSharpen your Hadoop skills with real-world case studies and codeBook Description Apache Hadoop is one of the most popular big data solutions for distributed storage and for processing large chunks of data. With Hadoop 3, Apache promises to provide a high-performance, more fault-tolerant, and highly efficient big data processing platform, with a focus on improved scalability and increased efficiency. With this guide, you’ll understand advanced concepts of the Hadoop ecosystem tool. You’ll learn how Hadoop works internally, study advanced concepts of different ecosystem tools, discover solutions to real-world use cases, and understand how to secure your cluster. It will then walk you through HDFS, YARN, MapReduce, and Hadoop 3 concepts. You’ll be able to address common challenges like using Kafka efficiently, designing low latency, reliable message delivery Kafka systems, and handling high data volumes. As you advance, you’ll discover how to address major challenges when building an enterprise-grade messaging system, and how to use different stream processing systems along with Kafka to fulfil your enterprise goals. By the end of this book, you’ll have a complete understanding of how components in the Hadoop ecosystem are effectively integrated to implement a fast and reliable data pipeline, and you’ll be equipped to tackle a range of real-world problems in data pipelines. What you will learnGain an in-depth understanding of distributed computing using Hadoop 3Develop enterprise-grade applications using Apache Spark, Flink, and moreBuild scalable and high-performance Hadoop data pipelines with security, monitoring, and data governanceExplore batch data processing patterns and how to model data in HadoopMaster best practices for enterprises using, or planning to use, Hadoop 3 as a data platformUnderstand security aspects of Hadoop, including authorization and authenticationWho this book is for If you want to become a big data professional by mastering the advanced concepts of Hadoop, this book is for you. You’ll also find this book useful if you’re a Hadoop professional looking to strengthen your knowledge of the Hadoop ecosystem. Fundamental knowledge of the Java programming language and basics of Hadoop is necessary to get started with this book.

Networking, Intelligent Systems and Security

Mohamed Ben Ahmed,Horia-Nicolai L. Teodorescu,Tomader Mazri,Parthasarathy Subashini,Anouar Abdelhakim Boudhir
Networking Intelligent Systems and Security Book PDF

Author : Mohamed Ben Ahmed,Horia-Nicolai L. Teodorescu,Tomader Mazri,Parthasarathy Subashini,Anouar Abdelhakim Boudhir
Publisher : Springer Nature
Page : 885 pages
File Size : 46,5 Mb
Release : 2021-10-01
Category : Technology & Engineering
ISBN : 9789811636370

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Networking, Intelligent Systems and Security by Mohamed Ben Ahmed,Horia-Nicolai L. Teodorescu,Tomader Mazri,Parthasarathy Subashini,Anouar Abdelhakim Boudhir Pdf

This book gathers best selected research papers presented at the International Conference on Networking, Intelligent Systems and Security, held in Kenitra, Morocco, during 01–02 April 2021. The book highlights latest research and findings in the field of ICT, and it provides new solutions, efficient tools, and techniques that draw on modern technologies to increase urban services. In addition, it provides a critical overview of the status quo, shares new propositions, and outlines future perspectives in networks, smart systems, security, information technologies, and computer science.

Expert Hadoop Administration

Sam R. Alapati
Expert Hadoop Administration Book PDF

Author : Sam R. Alapati
Publisher : Addison-Wesley Professional
Page : 2087 pages
File Size : 45,7 Mb
Release : 2016-11-29
Category : Computers
ISBN : 9780134703381

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Expert Hadoop Administration by Sam R. Alapati Pdf

This is the eBook of the printed book and may not include any media, website access codes, or print supplements that may come packaged with the bound book. The Comprehensive, Up-to-Date Apache Hadoop Administration Handbook and Reference “Sam Alapati has worked with production Hadoop clusters for six years. His unique depth of experience has enabled him to write the go-to resource for all administrators looking to spec, size, expand, and secure production Hadoop clusters of any size.” —Paul Dix, Series Editor In Expert Hadoop® Administration, leading Hadoop administrator Sam R. Alapati brings together authoritative knowledge for creating, configuring, securing, managing, and optimizing production Hadoop clusters in any environment. Drawing on his experience with large-scale Hadoop administration, Alapati integrates action-oriented advice with carefully researched explanations of both problems and solutions. He covers an unmatched range of topics and offers an unparalleled collection of realistic examples. Alapati demystifies complex Hadoop environments, helping you understand exactly what happens behind the scenes when you administer your cluster. You’ll gain unprecedented insight as you walk through building clusters from scratch and configuring high availability, performance, security, encryption, and other key attributes. The high-value administration skills you learn here will be indispensable no matter what Hadoop distribution you use or what Hadoop applications you run. Understand Hadoop’s architecture from an administrator’s standpoint Create simple and fully distributed clusters Run MapReduce and Spark applications in a Hadoop cluster Manage and protect Hadoop data and high availability Work with HDFS commands, file permissions, and storage management Move data, and use YARN to allocate resources and schedule jobs Manage job workflows with Oozie and Hue Secure, monitor, log, and optimize Hadoop Benchmark and troubleshoot Hadoop

Information Systems Security and Privacy

Olivier Camp,Steven Furnell,Paolo Mori
Information Systems Security and Privacy Book PDF

Author : Olivier Camp,Steven Furnell,Paolo Mori
Publisher : Springer
Page : 215 pages
File Size : 43,7 Mb
Release : 2017-02-16
Category : Computers
ISBN : 9783319544335

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Information Systems Security and Privacy by Olivier Camp,Steven Furnell,Paolo Mori Pdf

This book constitutes the revised selected papers of the Second International Conference on Information Systems Security and Privacy, ICISSP 2016, held in Rome, Italy, in February 2016. The 9 full papers presented together with two invited papers were carefully reviewed and selected from a total of 91 submissions. They are dealing with topics such as data and software security; privacy and confidentiality; mobile systems security; biometric authentication; privacy in social media.

Innovations in Computer Science and Engineering

H. S. Saini,Rishi Sayal,A. Govardhan,Rajkumar Buyya
Innovations in Computer Science and Engineering Book PDF

Author : H. S. Saini,Rishi Sayal,A. Govardhan,Rajkumar Buyya
Publisher : Springer Nature
Page : 788 pages
File Size : 42,9 Mb
Release : 2021-04-23
Category : Technology & Engineering
ISBN : 9789813345430

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Innovations in Computer Science and Engineering by H. S. Saini,Rishi Sayal,A. Govardhan,Rajkumar Buyya Pdf

This book features a collection of high-quality, peer-reviewed research papers presented at the 8th International Conference on Innovations in Computer Science & Engineering (ICICSE 2020), held at Guru Nanak Institutions, Hyderabad, India, on 28–29 August 2020. It covers the latest research in data science and analytics, cloud computing, machine learning, data mining, big data and analytics, information security and privacy, wireless and sensor networks and IoT applications, artificial intelligence, expert systems, natural language processing, image processing, computer vision and artificial neural networks.

Recent Trends in Image Processing and Pattern Recognition

K. C. Santosh,Ravindra S. Hegadi
Recent Trends in Image Processing and Pattern Recognition Book PDF

Author : K. C. Santosh,Ravindra S. Hegadi
Publisher : Springer
Page : 751 pages
File Size : 55,8 Mb
Release : 2019-07-16
Category : Computers
ISBN : 9789811391873

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Recent Trends in Image Processing and Pattern Recognition by K. C. Santosh,Ravindra S. Hegadi Pdf

This three-book set constitutes the refereed proceedings of the Second International Conference on Recent Trends in Image Processing and Pattern Recognition (RTIP2R) 2018, held in Solapur, India, in December 2018. The 173 revised full papers presented were carefully reviewed and selected from 374 submissions. The papers are organized in topical sections in the tree volumes. Part I: computer vision and pattern recognition; machine learning and applications; and image processing. Part II: healthcare and medical imaging; biometrics and applications. Part III: document image analysis; image analysis in agriculture; and data mining, information retrieval and applications.

Architecting Modern Data Platforms

Jan Kunigk,Ian Buss,Paul Wilkinson,Lars George
Architecting Modern Data Platforms Book PDF

Author : Jan Kunigk,Ian Buss,Paul Wilkinson,Lars George
Publisher : O'Reilly Media
Page : 633 pages
File Size : 40,5 Mb
Release : 2018-12-05
Category : Computers
ISBN : 9781491969243

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Architecting Modern Data Platforms by Jan Kunigk,Ian Buss,Paul Wilkinson,Lars George Pdf

There’s a lot of information about big data technologies, but splicing these technologies into an end-to-end enterprise data platform is a daunting task not widely covered. With this practical book, you’ll learn how to build big data infrastructure both on-premises and in the cloud and successfully architect a modern data platform. Ideal for enterprise architects, IT managers, application architects, and data engineers, this book shows you how to overcome the many challenges that emerge during Hadoop projects. You’ll explore the vast landscape of tools available in the Hadoop and big data realm in a thorough technical primer before diving into: Infrastructure: Look at all component layers in a modern data platform, from the server to the data center, to establish a solid foundation for data in your enterprise Platform: Understand aspects of deployment, operation, security, high availability, and disaster recovery, along with everything you need to know to integrate your platform with the rest of your enterprise IT Taking Hadoop to the cloud: Learn the important architectural aspects of running a big data platform in the cloud while maintaining enterprise security and high availability

Hadoop For Dummies

Dirk deRoos
Hadoop For Dummies Book PDF

Author : Dirk deRoos
Publisher : John Wiley & Sons
Page : 416 pages
File Size : 42,6 Mb
Release : 2014-03-21
Category : Computers
ISBN : 9781118652206

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Hadoop For Dummies by Dirk deRoos Pdf

Let Hadoop For Dummies help harness the power of yourdata and rein in the information overload Big data has become big business, and companies and organizationsof all sizes are struggling to find ways to retrieve valuableinformation from their massive data sets with becoming overwhelmed.Enter Hadoop and this easy-to-understand For Dummiesguide. Hadoop For Dummies helps readers understand thevalue of big data, make a business case for using Hadoop, navigatethe Hadoop ecosystem, and build and manage Hadoop applications andclusters. Explains the origins of Hadoop, its economic benefits, and itsfunctionality and practical applications Helps you find your way around the Hadoop ecosystem, programMapReduce, utilize design patterns, and get your Hadoop cluster upand running quickly and easily Details how to use Hadoop applications for data mining, webanalytics and personalization, large-scale text processing, datascience, and problem-solving Shows you how to improve the value of your Hadoop cluster,maximize your investment in Hadoop, and avoid common pitfalls whenbuilding your Hadoop cluster From programmers challenged with building and maintainingaffordable, scaleable data systems to administrators who must dealwith huge volumes of information effectively and efficiently, thishow-to has something to help you with Hadoop.

Artificial Intelligence and Green Computing

Najlae Idrissi,Abdellatif Hair,Mohamed Lazaar,Youssef Saadi,Mohammed Erritali,Said El Kafhali
Artificial Intelligence and Green Computing Book PDF

Author : Najlae Idrissi,Abdellatif Hair,Mohamed Lazaar,Youssef Saadi,Mohammed Erritali,Said El Kafhali
Publisher : Springer Nature
Page : 311 pages
File Size : 40,9 Mb
Release : 2023-11-03
Category : Technology & Engineering
ISBN : 9783031465840

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Artificial Intelligence and Green Computing by Najlae Idrissi,Abdellatif Hair,Mohamed Lazaar,Youssef Saadi,Mohammed Erritali,Said El Kafhali Pdf

The main objective of this book is to explore the synergy between cutting-edge AI technologies and environmentally conscious practices through collecting best selected research papers presented at the International Conference on Artificial Intelligence and Green Computing (ICAIGC 2023), which took place from March 15 to 17, 2023, in Beni Mellal, Morocco. Within the pages of this book, readers find a wealth of research findings, survey works, and practical experiences aimed at fostering a comprehensive understanding of the pivotal role AI plays in various fields, including agriculture, health care, IT, and more. It highlights both the opportunities presented by the widespread usage of AI and the challenges associated with its continued advancement. As a result, the book has been divided into three parts: 1)- AI for multimedia processing, 2)- AI for distributed computing, and 3)- AI applications. The book serves as a comprehensive resource that brings together on-going research and practical experiences from the ICAIGC 2023 conference. It strives to deepen the understanding of the essential role AI plays in multiple fields. Whether you are an AI enthusiast, researcher, or practitioner, the insights contained within these pages expand your horizons and inspire further exploration of AI's potential in shaping a greener and more technologically advanced future.