Architecting Hadoop as a Platform

Chris Mutchler, Andrew Nelson (Autoren)

Buch | Softcover

350 Seiten

2016
VMWare Press (Verlag)
978-0-13-428262-6 (ISBN)

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Architecting Hadoop as a Platform describes the evolution of a purely fictional company that is moving from a client-server platform to a cloud-native platform that leverages Big Data as its engine. The examples given reflect the algorithms, analysis and practical experience necessary to create and personalize the reader's approach to the unique problem of building Hadoop-as-a-Service IT infrastructure. Key features of the book include:Configuration Management of the holistic "Big Data pipeline"Architecture and design with a bias to scalabilityOperations management perspective using topical examples from vRealize OperationsHadoop -as-a-Service blueprint considerationsUtilization of private, public and hybrid cloud resources in contrastA practical approach to architecting a responsible and effective Hadoop security policyNecessary tooling for deployment and end-user portal delivery

Part 1 - The Big Data EcosystemChapter 1 - The Very BasicsChapter 2 - HDFS as the Data Warehouse LayerChapter 3 - The Broader EcosystemChapter 4 - Periscope Data Introduction Part 2 - The Hardware ArchitectureChapter 5 - Architecture ConsiderationsChapter 6 - Storage ConsiderationsChapter 7 - Moving the PacketsChapter 8 Compute, Compute, Compute - and Memory Part 3 - Orchestration and Configuration ManagementChapter 9 - Cluster Conscious DeploymentsChapter 10 - VMware Big Data ExtensionsChapter 11 - Workflow Building BlocksChapter 12 - Configuration and Change ManagementChapter 13 - API Layer Part 4 - Day 2 and BeyondChapter 14 - Software Development LifecycleChapter 15 - MonitoringChapter 16 - Scaling ClustersGlossary of TermsIndex

Verlagsort	NJ
Sprache	englisch
Maße	178 x 232 mm
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
	Mathematik / Informatik ► Informatik ► Netzwerke
	Informatik ► Weitere Themen ► Zertifizierung
ISBN-10	0-13-428262-0 / 0134282620
ISBN-13	978-0-13-428262-6 / 9780134282626
Zustand	Neuware