Spark: The Definitive Guide

Bill Chambers, Matei Zaharia

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dc.contributor.author	Bill Chambers, Matei Zaharia
dc.date.accessioned	2023-08-24T10:44:17Z
dc.date.available	2023-08-24T10:44:17Z
dc.date.issued	2018-04-03
dc.identifier.issn	978-1491912218
dc.identifier.uri	http://elib.ipa.government.bg:8080/xmlui/handle/123456789/1271
dc.description	Learn how to use, deploy, and maintain Apache Spark with this comprehensive guide, written by the creators of the open-source cluster-computing framework. With an emphasis on improvements and new features in Spark 2.0, authors Bill Chambers and Matei Zaharia break down Spark topics into distinct sections, each with unique goals. Youâ??ll explore the basic operations and common functions of Sparkâ??s structured APIs, as well as Structured Streaming, a new high-level API for building end-to-end streaming applications. Developers and system administrators will learn the fundamentals of monitoring, tuning, and debugging Spark, and explore machine learning techniques and scenarios for employing MLlib, Sparkâ??s scalable machine-learning library. Get a gentle overview of big data and Spark Learn about DataFrames, SQL, and Datasetsâ??Sparkâ??s core APIsâ??through worked examples Dive into Sparkâ??s low-level APIs, RDDs, and execution of SQL and DataFrames Understand how Spark runs on a cluster Debug, monitor, and tune Spark clusters and applications Learn the power of Structured Streaming, Sparkâ??s stream-processing engine Learn how you can apply MLlib to a variety of problems, including classification or recommendation	bg_BG
dc.description.abstract	Локация на изданието: книгата се намира в централния офис на ИПА.	bg_BG
dc.language.iso	en	bg_BG
dc.publisher	O'Reilly Media	bg_BG
dc.relation.ispartofseries	Сигн: 719
dc.relation.ispartofseries
dc.title	Spark: The Definitive Guide	bg_BG
dc.type	Book	bg_BG