Pro Spark Streaming: The Zen of Real-Time Analytics Using Apache Spark

4 avg rating
( 2 ratings by Goodreads )
 
9781484214800: Pro Spark Streaming: The Zen of Real-Time Analytics Using Apache Spark
View all copies of this ISBN edition:
 
 

Learn the right cutting-edge skills and knowledge to leverage Spark Streaming to implement a wide array of real-time, streaming applications. This book walks you through end-to-end real-time application development using real-world applications, data, and code. Taking an application-first approach, each chapter introduces use cases from a specific industry and uses publicly available datasets from that domain to unravel the intricacies of production-grade design and implementation. The domains covered in Pro Spark Streaming include social media, the sharing economy, finance, online advertising, telecommunication, and IoT.

In the last few years, Spark has become synonymous with big data processing. DStreams enhance the underlying Spark processing engine to support streaming analysis with a novel micro-batch processing model. Pro Spark Streaming by Zubair Nabi will enable you to become a specialist of latency sensitive applications by leveraging the key features of DStreams, micro-batch processing, and functional programming. To this end, the book includes ready-to-deploy examples and actual code. Pro Spark Streaming will act as the bible of Spark Streaming.

What You'll Learn

  • Discover Spark Streaming application development and best practices
  • Work with the low-level details of discretized streams
  • Optimize production-grade deployments of Spark Streaming via configuration recipes and instrumentation using Graphite, collectd, and Nagios
  • Ingest data from disparate sources including MQTT, Flume, Kafka, Twitter, and a custom HTTP receiver
  • Integrate and couple with HBase, Cassandra, and Redis
  • Take advantage of design patterns for side-effects and maintaining state across the Spark Streaming micro-batch model
  • Implement real-time and scalable ETL using data frames, SparkSQL, Hive, and SparkR
  • Use streaming machine learning, predictive analytics, and recommendations
  • Mesh batch processing with stream processing via the Lambda architecture
Who This Book Is For

Data scientists, big data experts, BI analysts, and data architects.

"synopsis" may belong to another edition of this title.

About the Author:

Zubair Nabi is one of the very few computer scientists who have solved Big Data problems in all three domains: academia, research, and industry. He currently works at Qubit, a London-based start up backed by Goldman Sachs, Accel Partners, Salesforce Ventures, and Balderton Capital. Qubit helps retailers understand their customers and provide personalized customer experience, and which has a rapidly growing client base that includes Staples, Emirates, Thomas Cook, and Topshop. Prior to Qubit, he was a researcher at IBM Research, where he worked at the intersection of Big Data systems and analytics to solve real-world problems in the telecommunication, electricity, and urban dynamics space.
Zubair’s work has been featured in MIT Technology Review, SciDev, CNET, and Asian Scientist, and on Swedish National Radio, among others. He has authored more than 20 research papers, published by some of the top publication venues in computer science including USENIX Middleware, ECML PKDD, and IEEE BigData; and he also has a number of patents to his credit.
Zubair has an MPhil in computer science with distinction from Cambridge.

"About this title" may belong to another edition of this title.

Buy New View Book
List Price: US$ 37.99
US$ 30.90

Convert currency

Shipping: FREE
From United Kingdom to U.S.A.

Destination, rates & speeds

Add to Basket

Top Search Results from the AbeBooks Marketplace

1.

Zubair Nabi
Published by aPress, United States (2016)
ISBN 10: 1484214803 ISBN 13: 9781484214800
New Paperback First Edition Quantity Available: 1
Seller:
The Book Depository
(London, United Kingdom)
Rating
[?]

Book Description aPress, United States, 2016. Paperback. Condition: New. 1st ed.. Language: English . Brand New Book. Learn the right cutting-edge skills and knowledge to leverage Spark Streaming to implement a wide array of real-time, streaming applications. This book walks you through end-to-end real-time application development using real-world applications, data, and code. Taking an application-first approach, each chapter introduces use cases from a specific industry and uses publicly available datasets from that domain to unravel the intricacies of production-grade design and implementation. The domains covered in Pro Spark Streaming include social media, the sharing economy, finance, online advertising, telecommunication, and IoT. In the last few years, Spark has become synonymous with big data processing. DStreams enhance the underlying Spark processing engine to support streaming analysis with a novel micro-batch processing model. Pro Spark Streaming by Zubair Nabi will enable you to become a specialist of latency sensitive applications by leveraging the key features of DStreams, micro-batch processing, and functional programming. To this end, the book includes ready-to-deploy examples and actual code. Pro Spark Streaming will act as the bible of Spark Streaming. What You ll Learn Discover Spark Streaming application development and best practices Work with the low-level details of discretized streams Optimize production-grade deployments of Spark Streaming via configuration recipes and instrumentation using Graphite, collectd, and Nagios Ingest data from disparate sources including MQTT, Flume, Kafka, Twitter, and a custom receiver Integrate and couple with HBase, Cassandra, and Redis Take advantage of design patterns for side-effects and maintaining state across the Spark Streaming micro-batch model Implement real-time and scalable ETL using data frames, SparkSQL, Hive, and SparkR Use streaming machine learning, predictive analytics, and recommendations Mesh batch processing with stream processing via the Lambda architecture Who This Book Is For Data scientists, big data experts, BI analysts, and data architects. Seller Inventory # CBL9781484214800

More information about this seller | Contact this seller

Buy New
US$ 30.90
Convert currency

Add to Basket

Shipping: FREE
From United Kingdom to U.S.A.
Destination, rates & speeds

2.

Zubair Nabi
Published by APress
ISBN 10: 1484214803 ISBN 13: 9781484214800
New Paperback Quantity Available: 2
Seller:
THE SAINT BOOKSTORE
(Southport, United Kingdom)
Rating
[?]

Book Description APress. Paperback. Condition: New. New copy - Usually dispatched within 2 working days. Seller Inventory # B9781484214800

More information about this seller | Contact this seller

Buy New
US$ 23.29
Convert currency

Add to Basket

Shipping: US$ 9.18
From United Kingdom to U.S.A.
Destination, rates & speeds

3.

Zubair Nabi
Published by aPress, United States (2016)
ISBN 10: 1484214803 ISBN 13: 9781484214800
New Paperback First Edition Quantity Available: 1
Seller:
Book Depository International
(London, United Kingdom)
Rating
[?]

Book Description aPress, United States, 2016. Paperback. Condition: New. 1st ed.. Language: English . Brand New Book. Learn the right cutting-edge skills and knowledge to leverage Spark Streaming to implement a wide array of real-time, streaming applications. This book walks you through end-to-end real-time application development using real-world applications, data, and code. Taking an application-first approach, each chapter introduces use cases from a specific industry and uses publicly available datasets from that domain to unravel the intricacies of production-grade design and implementation. The domains covered in Pro Spark Streaming include social media, the sharing economy, finance, online advertising, telecommunication, and IoT. In the last few years, Spark has become synonymous with big data processing. DStreams enhance the underlying Spark processing engine to support streaming analysis with a novel micro-batch processing model. Pro Spark Streaming by Zubair Nabi will enable you to become a specialist of latency sensitive applications by leveraging the key features of DStreams, micro-batch processing, and functional programming. To this end, the book includes ready-to-deploy examples and actual code. Pro Spark Streaming will act as the bible of Spark Streaming. What You ll Learn Discover Spark Streaming application development and best practices Work with the low-level details of discretized streams Optimize production-grade deployments of Spark Streaming via configuration recipes and instrumentation using Graphite, collectd, and Nagios Ingest data from disparate sources including MQTT, Flume, Kafka, Twitter, and a custom receiver Integrate and couple with HBase, Cassandra, and Redis Take advantage of design patterns for side-effects and maintaining state across the Spark Streaming micro-batch model Implement real-time and scalable ETL using data frames, SparkSQL, Hive, and SparkR Use streaming machine learning, predictive analytics, and recommendations Mesh batch processing with stream processing via the Lambda architecture Who This Book Is For Data scientists, big data experts, BI analysts, and data architects. Seller Inventory # CBL9781484214800

More information about this seller | Contact this seller

Buy New
US$ 32.47
Convert currency

Add to Basket

Shipping: FREE
From United Kingdom to U.S.A.
Destination, rates & speeds

4.

Zubair Nabi
ISBN 10: 1484214803 ISBN 13: 9781484214800
New Quantity Available: 1
Seller:
Speedy Hen LLC
(Sunrise, FL, U.S.A.)
Rating
[?]

Book Description Condition: New. Bookseller Inventory # ST1484214803. Seller Inventory # ST1484214803

More information about this seller | Contact this seller

Buy New
US$ 40.33
Convert currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, rates & speeds

5.

Zubair Nabi (author)
Published by Apress 2016-06-14, [Berkeley, CA] (2016)
ISBN 10: 1484214803 ISBN 13: 9781484214800
New paperback Quantity Available: > 20
Seller:
Blackwell's
(Oxford, OX, United Kingdom)
Rating
[?]

Book Description Apress 2016-06-14, [Berkeley, CA], 2016. paperback. Condition: New. Seller Inventory # 9781484214800

More information about this seller | Contact this seller

Buy New
US$ 34.55
Convert currency

Add to Basket

Shipping: US$ 7.94
From United Kingdom to U.S.A.
Destination, rates & speeds

6.

Zubair Nabi
Published by APress (2016)
ISBN 10: 1484214803 ISBN 13: 9781484214800
New Quantity Available: > 20
Print on Demand
Seller:
Pbshop
(Wood Dale, IL, U.S.A.)
Rating
[?]

Book Description APress, 2016. PAP. Condition: New. New Book. Shipped from US within 10 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # IQ-9781484214800

More information about this seller | Contact this seller

Buy New
US$ 39.07
Convert currency

Add to Basket

Shipping: US$ 3.99
Within U.S.A.
Destination, rates & speeds

7.

Nabi, Zubair
Published by Apress 6/14/2016 (2016)
ISBN 10: 1484214803 ISBN 13: 9781484214800
New Paperback or Softback Quantity Available: 10
Seller:
BargainBookStores
(Grand Rapids, MI, U.S.A.)
Rating
[?]

Book Description Apress 6/14/2016, 2016. Paperback or Softback. Condition: New. Pro Spark Streaming: The Zen of Real-Time Analytics Using Apache Spark. Book. Seller Inventory # BBS-9781484214800

More information about this seller | Contact this seller

Buy New
US$ 44.18
Convert currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, rates & speeds

8.

Nabi, Zubair
ISBN 10: 1484214803 ISBN 13: 9781484214800
New Quantity Available: 1
Seller:
Rating
[?]

Book Description Condition: New. Publisher/Verlag: Springer, Berlin | The Zen of Real-time Analytics using Apache Spark | Learn the right cutting-edge skills and knowledge to leverage Spark Streaming to implement a wide array of real-time, streaming applications. This book walks you through end-to-end real-time application development using real-world applications, data, and code. Taking an application-first approach, each chapter introduces use cases from a specific industry and uses publicly available datasets from that domain to unravel the intricacies of production-grade design and implementation. The domains covered in Pro Spark Streaming include social media, the sharing economy, finance, online advertising, telecommunication, and IoT.In the last few years, Spark has become synonymous with big data processing. DStreams enhance the underlying Spark processing engine to support streaming analysis with a novel micro-batch processing model. Pro Spark Streaming by Zubair Nabi will enable you to become a specialist of latency sensitive applications by leveraging the key features of DStreams, micro-batch processing, and functional programming. To this end, the book includes ready-to-deploy examples and actual code. Pro Spark Streaming will act as the bible of Spark Streaming.What You'll LearnDiscover Spark Streaming application development and best practicesWork with the low-level details of discretized streamsOptimize production-grade deployments of Spark Streaming via configuration recipes and instrumentation using Graphite, collectd, and NagiosIngest data from disparate sources including MQTT, Flume, Kafka, Twitter, and a custom HTTP receiverIntegrate and couple with HBase, Cassandra, and RedisTake advantage of design patterns for side-effects and maintaining state across the Spark Streaming micro-batch modelImplement real-time and scalable ETL using data frames, SparkSQL, Hive, and SparkRUse streaming machine learning, predictive analytics, and recommendationsMesh batch processing with stream processing via the Lambda architecture Who This Book Is ForData scientists, big data experts, BI analysts, and data architects. | Chapter 1: Introduction to SparkChapter Goal: Introduce the reader to Spark in general. This book does not assume that the reader is already familiar with Spark.Sub -TopicsIntroduction to Spark and its key selling pointsThe programming modelArchitectureIntroduction to other systems within the ecosystem, such as MLlib, GraphX, SparkSQL, and SparkR Chapter 2: Spark StreamingChapter Goal: Introduces Spark Streaming and the concept of micro batch processing (DStreams)Sub - TopicsIntroduction to Spark Streaming/DStreamsComparison with traditional stream processingHow Spark Streaming works under the hoodProgramming API and how it relates to the general Spark APIFirst sample application using FileInputDStream Chapter 3: Best PracticesChapter Goal: To transfer best practices in terms of application developmentSub - Topics:Maintaining state in an applicationData caching to reduce redundant workOffloading RDD maintenance to TachyonFault-tolerance and check-pointing Chapter 4: Ingesting data from external data sourcesChapter Goal: To enable the reader to understand the various data ingestion options, their pros and cons, and their integration with Spark StreamingSub - Topics: 1. Introduction to Receivers2. Kafka3. Twitter4. Flume5. Other sources6. Writing your own connector. Example Apache QpidChapter 5: Optimizing and maintaining a Spark Streaming application/deploymentChapter Goal: To help the user in optimizing an application and how it can be maintained in productionSub - TopicsDifferent configuration parameters and how they affect the applicationParallelismSerialization, memory, etc. enhancementsVarious monitoring and instrumentation options Chapter 6: Spark Streaming, SQL, and RChapter Goal: To illustrate how a SQL/Dataframe interface can simplify common transformsIntroduction to SparkSQL and SQLContextVarious SQL constructsIntegration with. Seller Inventory # K9781484214800

More information about this seller | Contact this seller

Buy New
US$ 41.62
Convert currency

Add to Basket

Shipping: US$ 3.21
From Germany to U.S.A.
Destination, rates & speeds

9.

Zubair Nabi
ISBN 10: 1484214803 ISBN 13: 9781484214800
New Quantity Available: 5
Seller:
ReadWhiz
(Portland, OR, U.S.A.)
Rating
[?]

Book Description Condition: New. Seller Inventory # ria9781484214800_ing

More information about this seller | Contact this seller

Buy New
US$ 45.00
Convert currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, rates & speeds

10.

Nabi, Zubair
Published by Apress (2018)
ISBN 10: 1484214803 ISBN 13: 9781484214800
New Paperback Quantity Available: > 20
Print on Demand
Seller:
Murray Media
(North Miami Beach, FL, U.S.A.)
Rating
[?]

Book Description Apress, 2018. Paperback. Condition: New. Never used! This item is printed on demand. Seller Inventory # 1484214803

More information about this seller | Contact this seller

Buy New
US$ 45.71
Convert currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, rates & speeds

There are more copies of this book

View all search results for this book