Home > General > Professional Hadoop Solutions
25%
Professional Hadoop Solutions

Professional Hadoop Solutions

          
5
4
3
2
1

Out of Stock


Premium quality
Premium quality
Bookswagon upholds the quality by delivering untarnished books. Quality, services and satisfaction are everything for us!
Easy Return
Easy return
Not satisfied with this product! Keep it in original condition and packaging to avail easy return policy.
Certified product
Certified product
First impression is the last impression! Address the book’s certification page, ISBN, publisher’s name, copyright page and print quality.
Secure Checkout
Secure checkout
Security at its finest! Login, browse, purchase and pay, every step is safe and secured.
Money back guarantee
Money-back guarantee:
It’s all about customers! For any kind of bad experience with the product, get your actual amount back after returning the product.
On time delivery
On-time delivery
At your doorstep on time! Get this book delivered without any delay.
Notify me when this book is in stock
Add to Wishlist

About the Book

This book is a practical guide to building solutions with Apache Hadoop. Unlike most books on the subject that are "a mile wide and an inch deep", this book provides a deeper, code-level dive that shows how to use Hadoop technologies, in concert, to deliver real-world solutions. The authors provide in-depth code examples in Java and XML from applications that they have successfully built and deployed.

Topics include:
• Storing data with HDFS and Hbase
• Processing data with MapReduce and other technologies
• Automating data processing with Oozie
• Delivering real-time solutions with Hadoop
• Hadoop security
• Running Hadoop with Amazon Web Services
• And more.

The authors explain not just "how it works", but the when and why behind using these tools effectively. For example, they describe best practices for storing data and for calculations; customizing how data is read and executed; automating Hadoop processes in real-time; and building secure enterprise solutions that protect the company's investment without sacrificing availability. The book also covers recent additions to the Hadoop ecosystem, including multiple namespaces and MapReduce2. Not only does this book cover the use of the APIs that various Hadoop systems are exposing, but exposes their inner workings, allowing architects and developers to better leverage and customize them.

About the Author

Boris Lublinsky is principal architect at Nokia, and an author with over 70 publications to his credit, including Applied SOA (Wiley, 2008). His current focus is in both design and implementations of Hadoop systems, which has resulted in numerous publications and presentations on Hadoop. Alexey Yakubovich is lead architect at Nokia and a member of the Object Management Group SIG on SOA governance and model-driven architecture. He is the author of about 30 publications and conferences presentations on software design and architecture. Kevin T. Smith is a Technical Director at Novetta Solutions, where he provides strategic technology leadership and develops innovative, highly secure, and data-focused software systems. He has authored many publications, including Applied SOA (Wiley, 2008), and The Semantic Web (Wiley, 2003). He has led many technology workshops and has presented at numerous industry conferences, including RSA Security Conference, JavaOne, and the Apache Open Source Conference.



Table of Contents:
Introduction Chapter 1: Big Data and the Hadoop Ecosystem Big Data Meets Hadoop Hadoop: Meeting the Big Data Challenge Data Science in the Business World The Hadoop Ecosystem Hadoop Core Components Hadoop Distributions Developing Enterprise Applications with Hadoop Summary Chapter 2: Storing Data in Hadoop HDFS HDFS Architecture Using HDFS Files Hadoop-Specific File Types HDFS Federation and High Availability HBase HBase Architecture HBase Schema Design Programming for HBase New HBase Features Combining HDFS and HBase for Effective Data Storage Using Apache Avro Managing Metadata with HCatalog Choosing an Appropriate Hadoop Data Organization for Your Applications Summary Chapter 3: Processing Your Data with MapReduce Getting to Know MapReduce MapReduce Execution Pipeline Runtime Coordination and Task Management in MapReduce Your First MapReduce Application Building and Executing MapReduce Programs Designing MapReduce Implementations Using MapReduce as a Framework for Parallel Processing Simple Data Processing with MapReduce Building Joins with MapReduce Building Iterative MapReduce Applications To MapReduce or Not to MapReduce? Common MapReduce Design Gotchas Summary Chapter 4: Customizing MapReduce Execution Controlling MapReduce Execution with InputFormat Implementing InputFormat for Compute-Intensive Applications Implementing InputFormat to Control the Number of Maps Implementing InputFormat for Multiple HBase Tables Reading Data Your Way with Custom RecordReaders Implementing a Queue-Based RecordReader Implementing RecordReader for XML Data Organizing Output Data with Custom Output Formats Implementing OutputFormat for Splitting MapReduce Job's Output into Multiple Directories Writing Data Your Way with Custom RecordWriters Implementing a RecordWriter to Produce Outputtar Files Optimizing Your MapReduce Execution with a Combiner Controlling Reducer Execution with Partitioners Implementing a Custom Partitioner for One-to-Many Joins Using Non-Java Code with Hadoop Pipes Hadoop Streaming Using JNI Summary Chapter 5: Building Reliable MapReduce Apps Unit Testing MapReduce Applications Testing Mappers Testing Reducers Integration Testing Local Application Testing with Eclipse Using Logging for Hadoop Testing Processing Applications Logs Reporting Metrics with Job Counters Defensive Programming in MapReduce Summary Chapter 6: Automating Data Processing with Oozie Getting to Know Oozie Oozie Workflow Executing Asynchronous Activities in Oozie Workflow Oozie Recovery Capabilities Oozie Workflow Job Life Cycle Oozie Coordinator Oozie Bundle Oozie Parameterization with Expression Language Workflow Functions Coordinator Functions Bundle Functions Other EL Functions Oozie Job Execution Model Accessing Oozie Oozie SLA Summary Chapter 7: Using Oozie Validating Information about Places Using Probes Designing Place Validation Based on Probes Designing Oozie Workflows Implementing Oozie Workflow Applications Implementing the Data Preparation Workflow Implementing Attendance Index and Cluster Strands Workflows Implementing Workflow Activities Populating the Execution Context from a java Action Using MapReduce Jobs in Oozie Workflows Implementing Oozie Coordinator Applications Implementing Oozie Bundle Applications Deploying, Testing, and Executing Oozie Applications Deploying Oozie Applications Using the Oozie CLI for Execution of an Oozie Application Passing Arguments to Oozie Jobs Using the Oozie Console to Get Information about Oozie Applications Getting to Know the Oozie Console Screens Getting Information about a Coordinator Job Summary Chapter 8: Advanced Oozie FEATURES Building Custom Oozie Workflow Actions Implementing a Custom Oozie Workflow Action Deploying Oozie Custom Workflow Actions Adding Dynamic Execution to Oozie Workflows Overall Implementation Approach A Machine Learning Model, Parameters, and Algorithm Defining a Workflow for an Iterative Process Dynamic Workflow Generation Using the Oozie Java API Using Uber Jars with Oozie Applications Data Ingestion Conveyer Summary Chapter 9: Real-Time Hadoop Real-Time Applications in the Real World Using HBase for Implementing Real-Time Applications Using HBase as a Picture Management System Using HBase as a Lucene Back End Using Specialized Real-Time Hadoop Query Systems Apache Drill Impala Comparing Real-Time Queries to MapReduce Using Hadoop-Based Event-Processing Systems HFlame Storm Comparing Event Processing to MapReduce Summary Chapter 10: Hadoop Security A Brief History: Understanding Hadoop Security Challenges Authentication Kerberos Authentication Delegated Security Credentials Authorization HDFS File Permissions Service-Level Authorization Job Authorization Oozie Authentication and Authorization Network Encryption Security Enhancements with Project Rhino HDFS Disk-Level Encryption Token-Based Authentication and Unified Authorization Framework HBase Cell-Level Security Putting it All Together -- Best Practices for Securing Hadoop Authentication Authorization Network Encryption Stay Tuned for Hadoop Enhancements Summary Chapter 11: Running Hadoop Applications on AWS Getting to Know AWS Options for Running Hadoop on AWS Custom Installation using EC2 Instances Elastic MapReduce Additional Considerations before Making Your Choice Understanding the EMR-Hadoop Relationship EMR Architecture Using S3 Storage Maximizing Your Use of EMR Utilizing CloudWatch and Other AWS Components Accessing and Using EMR Using AWS S3 Understanding the Use of Buckets Content Browsing with the Console Programmatically Accessing Files in S3 Using MapReduce to Upload Multiple Files to S3 Automating EMR Job Flow Creation and Job Execution Orchestrating Job Execution in EMR Using Oozie on an EMR Cluster AWS Simple Workflow AWS Data Pipeline Summary Chapter 12: Building Enterprise Security Solutions for Hadoop Implementations Security Concerns for Enterprise Applications Authentication Authorization Confidentiality Integrity Auditing What Hadoop Security Doesn't Natively Provide for Enterprise Applications Data-Oriented Access Control Differential Privacy Encrypted Data at Rest Enterprise Security Integration Approaches for Securing Enterprise Applications Using Hadoop Access Control Protection with Accumulo Encryption at Rest Network Isolation and Separation Approaches Summary Chapter 13: Hadoop's Future Simplifying MapReduce Programming with DSLs What Are DSLs? DSLs for Hadoop Faster, More Scalable Processing Apache YARN Tez Security Enhancements Emerging Trends Summary APPENDIX : Useful Reading Index


Best Sellers



Product Details
  • ISBN-13: 9788126551071
  • Publisher: Wiley India Pvt Ltd
  • Binding: Paperback
  • No of Pages: 504
  • ISBN-10: 8126551070
  • Publisher Date: 2014
  • Language: English

Related Categories

Similar Products

How would you rate your experience shopping for books on Bookswagon?

Add Photo
Add Photo

Customer Reviews

REVIEWS           
Click Here To Be The First to Review this Product
Professional Hadoop Solutions
Wiley India Pvt Ltd -
Professional Hadoop Solutions
Writing guidlines
We want to publish your review, so please:
  • keep your review on the product. Review's that defame author's character will be rejected.
  • Keep your review focused on the product.
  • Avoid writing about customer service. contact us instead if you have issue requiring immediate attention.
  • Refrain from mentioning competitors or the specific price you paid for the product.
  • Do not include any personally identifiable information, such as full names.

Professional Hadoop Solutions

Required fields are marked with *

Review Title*
Review
    Add Photo Add up to 6 photos
    Would you recommend this product to a friend?
    Tag this Book
    Read more
    Does your review contain spoilers?
    What type of reader best describes you?
    I agree to the terms & conditions
    You may receive emails regarding this submission. Any emails will include the ability to opt-out of future communications.

    CUSTOMER RATINGS AND REVIEWS AND QUESTIONS AND ANSWERS TERMS OF USE

    These Terms of Use govern your conduct associated with the Customer Ratings and Reviews and/or Questions and Answers service offered by Bookswagon (the "CRR Service").


    By submitting any content to Bookswagon, you guarantee that:
    • You are the sole author and owner of the intellectual property rights in the content;
    • All "moral rights" that you may have in such content have been voluntarily waived by you;
    • All content that you post is accurate;
    • You are at least 13 years old;
    • Use of the content you supply does not violate these Terms of Use and will not cause injury to any person or entity.
    You further agree that you may not submit any content:
    • That is known by you to be false, inaccurate or misleading;
    • That infringes any third party's copyright, patent, trademark, trade secret or other proprietary rights or rights of publicity or privacy;
    • That violates any law, statute, ordinance or regulation (including, but not limited to, those governing, consumer protection, unfair competition, anti-discrimination or false advertising);
    • That is, or may reasonably be considered to be, defamatory, libelous, hateful, racially or religiously biased or offensive, unlawfully threatening or unlawfully harassing to any individual, partnership or corporation;
    • For which you were compensated or granted any consideration by any unapproved third party;
    • That includes any information that references other websites, addresses, email addresses, contact information or phone numbers;
    • That contains any computer viruses, worms or other potentially damaging computer programs or files.
    You agree to indemnify and hold Bookswagon (and its officers, directors, agents, subsidiaries, joint ventures, employees and third-party service providers, including but not limited to Bazaarvoice, Inc.), harmless from all claims, demands, and damages (actual and consequential) of every kind and nature, known and unknown including reasonable attorneys' fees, arising out of a breach of your representations and warranties set forth above, or your violation of any law or the rights of a third party.


    For any content that you submit, you grant Bookswagon a perpetual, irrevocable, royalty-free, transferable right and license to use, copy, modify, delete in its entirety, adapt, publish, translate, create derivative works from and/or sell, transfer, and/or distribute such content and/or incorporate such content into any form, medium or technology throughout the world without compensation to you. Additionally,  Bookswagon may transfer or share any personal information that you submit with its third-party service providers, including but not limited to Bazaarvoice, Inc. in accordance with  Privacy Policy


    All content that you submit may be used at Bookswagon's sole discretion. Bookswagon reserves the right to change, condense, withhold publication, remove or delete any content on Bookswagon's website that Bookswagon deems, in its sole discretion, to violate the content guidelines or any other provision of these Terms of Use.  Bookswagon does not guarantee that you will have any recourse through Bookswagon to edit or delete any content you have submitted. Ratings and written comments are generally posted within two to four business days. However, Bookswagon reserves the right to remove or to refuse to post any submission to the extent authorized by law. You acknowledge that you, not Bookswagon, are responsible for the contents of your submission. None of the content that you submit shall be subject to any obligation of confidence on the part of Bookswagon, its agents, subsidiaries, affiliates, partners or third party service providers (including but not limited to Bazaarvoice, Inc.)and their respective directors, officers and employees.

    Accept

    New Arrivals



    Inspired by your browsing history


    Your review has been submitted!

    You've already reviewed this product!