Streaming data : understanding the real-time pipeline / Andrew G. Psaltis.

Format:

Book

Author/Creator:

Psaltis, Andrew G., author.

Language:

English

Subjects (All):

Real-time data processing.

Physical Description:

1 online resource (1 volume) : illustrations

Edition:

1st edition

Place of Publication:

Shelter Island, New York : Manning Publications, [2017]

System Details:

text file

Summary:

Streaming Data is an idea-rich tutorial that teaches you to think about efficiently interacting with fast-flowing data. Through relevant examples and illustrated use cases, you'll explore designs for applications that read, analyze, share, and store streaming data. Along the way, you'll discover the roles of key technologies like Spark, Storm, Kafka, Flink, RabbitMQ, and more. This book offers the perfect balance between big-picture thinking and implementation details.

Contents:

Introducing streaming data

Getting data from clients : data ingestion

Transporting the data from collection tier : decoupling the data pipeline

Analyzing streaming data

Algorithms for data analysis

Storing the analyzed or collected data

Making the data available

Consumer device capabilities and limitations accessing the data

Analyzing meetup RSVPs in real time.

Notes:

Includes bibliographical references and index.

Includes index.

Description based on print version record.

ISBN:

9781638357247

1638357242

9781617292286

1617292281

OCLC:

1002220464