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Practical Real-Time Data Processing and Analytics : (Record no. 131124)

MARC details
000 -LEADER
fixed length control field 04953nam a22004333i 4500
001 - CONTROL NUMBER
control field EBC5064690
003 - CONTROL NUMBER IDENTIFIER
control field MiAaPQ
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20240729131512.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
fixed length control field m o d |
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr cnu||||||||
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 240724s2017 xx o ||||0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781787289864
Qualifying information (electronic bk.)
035 ## - SYSTEM CONTROL NUMBER
System control number (MiAaPQ)EBC5064690
035 ## - SYSTEM CONTROL NUMBER
System control number (Au-PeEL)EBL5064690
035 ## - SYSTEM CONTROL NUMBER
System control number (CaPaEBR)ebr11448308
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)1005573411
040 ## - CATALOGING SOURCE
Original cataloging agency MiAaPQ
Language of cataloging eng
Description conventions rda
-- pn
Transcribing agency MiAaPQ
Modifying agency MiAaPQ
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number HF5548.2.S294 2017
082 0# - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 4
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Saxena, Shilpi.
245 10 - TITLE STATEMENT
Title Practical Real-Time Data Processing and Analytics :
Remainder of title A Practical Guide to Help You Tackle Different Real-Time Data Processing and Analytics Problems Using the Best Tools for Each Scenario.
250 ## - EDITION STATEMENT
Edition statement 1st ed.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Birmingham :
Name of producer, publisher, distributor, manufacturer Packt Publishing, Limited,
Date of production, publication, distribution, manufacture, or copyright notice 2017.
264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Date of production, publication, distribution, manufacture, or copyright notice ©2017.
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (354 pages)
336 ## - CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent
337 ## - MEDIA TYPE
Media type term computer
Media type code c
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term online resource
Carrier type code cr
Source rdacarrier
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Intro -- Practical Real-Time Data Processing and Analytics -- Credits -- About the Authors -- About the Reviewers -- www.PacktPub.com -- Why subscribe? -- Customer Feedback -- Table of Contents -- Preface -- What this book covers -- What you need for this book -- Who this book is for -- Conventions -- Reader feedback -- Customer support -- 1 Introducing Real-Time Analytics -- What is big data? -- Big data infrastructure -- Real-time analytics - the myth and the reality -- Near real-time solution - an architecture that works -- Lambda architecture - analytics possibilities -- IOT - thoughts and possibilities -- Cloud - considerationos for NRT and IOT -- Summary -- 2 Real Time Applications - The Basic Ingredients -- The NRT system and its building blocks -- NRT - high-level system view -- NRT - technology view -- Summary -- 3 Understanding and Tailing Data Streams -- Understanding data streams -- Setting up infrastructure for data ingestion -- Taping data from source to the processor - expectations and caveats -- Comparing and choosing what works best for your use case -- Do it yourself -- Summary -- 4 Setting up the Infrastructure for Storm -- Overview of Storm -- Storm architecture and its components -- Setting up and configuring Storm -- Real-time processing job on Storm -- Summary -- 5 Configuring Apache Spark and Flink -- Setting up and a quick execution of Spark -- Setting up and a quick execution of Flink -- Setting up and a quick execution of Apache Beam -- Balancing in Apache Beam -- Summary -- 6 Integrating Storm with a Data Source -- RabbitMQ - messaging that works -- RabbitMQ exchanges -- RabbitMQ - integration with Storm -- PubNub data stream publisher -- String together Storm-RMQ-PubNub sensor data topology -- Summary -- 7 From Storm to Sink -- Setting up and configuring Cassandra -- Storm and Cassandra topology.
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note Storm and IMDB integration for dimensional data -- Integrating the presentation layer with Storm -- Do It Yourself -- Summary -- 8 Storm Trident -- State retention and the need for Trident -- Basic Storm Trident topology -- Trident internals -- Trident operations -- DRPC -- Do It Yourself -- Summary -- 9 Working with Spark -- Spark overview -- Distinct advantages of Spark -- Spark - use cases -- Spark architecture - working inside the engine -- Spark pragmatic concepts -- Spark 2.x - advent of data frames and datasets -- Summary -- 10 Working with Spark Operations -- Spark - packaging and API -- RDD pragmatic exploration -- Shared variables - broadcast variables and accumulators -- Summary -- 11 Spark Streaming -- Spark Streaming concepts -- Spark Streaming - introduction and architecture -- Packaging structure of Spark Streaming -- Connecting Kafka to Spark Streaming -- Summary -- 12 Working with Apache Flink -- Flink architecture and execution engine -- Flink basic components and processes -- Integration of source stream to Flink -- Flink processing and computation -- Flink persistence -- FlinkCEP -- Pattern API -- Gelly -- DIY -- Summary -- 13 Case Study -- Introduction -- Data modeling -- Tools and frameworks -- Setting up the infrastructure -- Implementing the case study -- Running the case study -- Summary -- Index.
588 ## - SOURCE OF DESCRIPTION NOTE
Source of description note Description based on publisher supplied metadata and other sources.
590 ## - LOCAL NOTE (RLIN)
Local note Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Electronic data processing.
655 #4 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Gupta, Saurabh.
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Print version:
Main entry heading Saxena, Shilpi
Title Practical Real-Time Data Processing and Analytics
Place, publisher, and date of publication Birmingham : Packt Publishing, Limited,c2017
797 2# - LOCAL ADDED ENTRY--CORPORATE NAME (RLIN)
Corporate name or jurisdiction name as entry element ProQuest (Firm)
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://ebookcentral.proquest.com/lib/orpp/detail.action?docID=5064690">https://ebookcentral.proquest.com/lib/orpp/detail.action?docID=5064690</a>
Public note Click to View

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