Real Time Streaming using Apache Spark Streaming [Video]

Real Time Streaming using Apache Spark Streaming [Video]

Tomasz Lelek

Analyze data in real-time using the Apache Spark Streaming API
Packt Subscription
$5.00
$9.99/m after first month
Video
$5.00
RRP $124.99
Save 95%
What do I get with a Packt subscription?
  • Exclusive monthly discount - no contract
  • Unlimited access to entire Packt library of 6500+ eBooks and Videos
  • 120 new titles added every month, on new and emerging tech
What do I get with an eBook?
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with Print & eBook?
  • Get a paperback copy of the book delivered to you
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with a Video?
  • Download this Video course in MP4 format
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
$5.00
$5.00
$9.99/m after first month
RRP $124.99
Subscription
Video
Subscribe Now

Frequently bought together


Real Time Streaming using Apache Spark Streaming [Video] Book Cover
Real Time Streaming using Apache Spark Streaming [Video]
$ 124.99
$ 5.00
Data Stream Development with Apache Spark, Kafka, and Spring Boot [Video] Book Cover
Data Stream Development with Apache Spark, Kafka, and Spring Boot [Video]
$ 124.99
$ 5.00
Buy 2 for $10.00
Save $239.98
Add to Cart

Video Description

Spark is the technology that allows us to perform big data processing in the MapReduce paradigm very rapidly, due to performing the processing in memory without the need for extensive I/O operations.

Recently, the streaming approach to processing events in near real time became more widely adopted and more necessary. In this course, you will learn how to handle big amount of unbounded infinite streams of data. You will analyze data and draw conclusions from it. Furthermore, we will look at common problems when processing event streams: sorting, watermarks, deduplication, and keeping state (for example, user sessions). You will also implement streaming processing using Spark Streaming and analyze traffic on a web page in real time.

Style and Approach

This course promotes a practical approach to dealing with large amounts of online, unbounded data and drawing conclusions from it. You will implement streaming logic to handle huge amount of infinite streams of data.

Video Preview

What You Will Learn

  • Implement stream processing using Apache Spark Streaming
  • Consume events from the source (for instance, Kafka), apply logic on it, and send it to a data sink.
  • Understand how to deduplicate events when you have a system that ensures at-least-once deliver.
  • Learn to tackle common stream processing problems.
  • Create a job to analyze data in real time using the Apache Spark Streaming API.
  • Master event time and processing time
  • Single event processing and the micro-batch approach to processing events
  • Learn to sort infinite event streams

Authors

Video Details

ISBN 139781788391528
Course Length59 minutes
Read More

Read More Reviews

Recommended for You

Data Stream Development with Apache Spark, Kafka, and Spring Boot [Video] Book Cover
Data Stream Development with Apache Spark, Kafka, and Spring Boot [Video]
$ 124.99
$ 5.00
Apache Spark 2: Data Processing and Real-Time Analytics Book Cover
Apache Spark 2: Data Processing and Real-Time Analytics
$ 39.99
$ 5.00
Big Data Analytics Using Apache Spark [Video] Book Cover
Big Data Analytics Using Apache Spark [Video]
$ 124.99
$ 5.00
Apache Spark: Tips, Tricks, & Techniques [Video] Book Cover
Apache Spark: Tips, Tricks, & Techniques [Video]
$ 124.99
$ 5.00
Practical DevOps Security [Video] Book Cover
Practical DevOps Security [Video]
$ 124.99
$ 5.00
Hands-On PySpark for Big Data Analysis [Video] Book Cover
Hands-On PySpark for Big Data Analysis [Video]
$ 124.99
$ 5.00