Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Learning Storm

Buy
Learning Storm, 9781783981328 (1783981326), Packt Publishing, 2014

Create real-time stream processing applications with Apache Storm

About This Book

  • Integrate Storm with other Big Data technologies like Hadoop, HBase, and Apache Kafka
  • Explore log processing and machine learning using Storm
  • Step-by-step and easy-to-understand guide to effortlessly create applications with Storm

Who This Book Is For

If you are a Java developer who wants to enter into the world of real-time stream processing applications using Apache Storm, then this book is for you. No previous experience in Storm is required as this book starts from the basics. After finishing this book, you will be able to develop not-so-complex Storm applications.

What You Will Learn

  • Learn the core concepts of Apache Storm and real-time processing
  • Deploy Storm in the local and clustered modes
  • Design and develop Storm topologies to solve real-world problems
  • Read data from external sources such as Apache Kafka for processing in Storm and store the output into HBase and Redis
  • Create Trident topologies to support various message-processing semantics
  • Monitor the health of a Storm cluster

In Detail

Starting with the very basics of Storm, you will learn how to set up Storm on a single machine and move on to deploying Storm on your cluster. You will understand how Kafka can be integrated with Storm using the Kafka spout.

You will then proceed to explore the Trident abstraction tool with Storm to perform stateful stream processing, guaranteeing single message processing in every topology. You will move ahead to learn how to integrate Hadoop with Storm. Next, you will learn how to integrate Storm with other well-known Big Data technologies such as HBase, Redis, and Kafka to realize the full potential of Storm.

Finally, you will perform in-depth case studies on Apache log processing and machine learning with a focus on Storm, and through these case studies, you will discover Storm's realm of possibilities.

(HTML tags aren't allowed.)

Programming Hive
Programming Hive
Programming Hive introduces Hive, an essential tool in the Hadoop ecosystem that provides an SQL (Structured Query Language) dialect for querying data stored in the Hadoop Distributed Filesystem (HDFS), other filesystems that integrate with Hadoop, such as MapR-FS and Amazon’s S3 and databases like HBase (the...
Optimizing Hadoop for MapReduce
Optimizing Hadoop for MapReduce

This book is the perfect introduction to sophisticated concepts in MapReduce and will ensure you have the knowledge to optimize job performance. This is not an academic treatise; it's an example-driven tutorial for the real world.

Overview

  • Optimize your MapReduce job performance
  • ...
Mastering Hadoop
Mastering Hadoop

Go beyond the basics and master the next generation of Hadoop data processing platforms

About This Book

  • Learn how to optimize Hadoop MapReduce, Pig and Hive
  • Dive into YARN and learn how it can integrate Storm with Hadoop
  • Understand how Hadoop can be deployed on the cloud...

Hadoop MapReduce v2 Cookbook Second Edition
Hadoop MapReduce v2 Cookbook Second Edition

Explore the Hadoop MapReduce v2 ecosystem to gain insights from very large datasets

About This Book

  • Process large and complex datasets using next generation Hadoop
  • Install, configure, and administer MapReduce programs and learn what's new in MapReduce v2
  • More than 90...
Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists
Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists

Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you’ll learn techniques for extracting and transforming features—the numeric representations of raw data—into formats for machine-learning models. Each chapter guides you...

MapReduce Design Patterns: Building Effective Algorithms and Analytics for Hadoop and Other Systems
MapReduce Design Patterns: Building Effective Algorithms and Analytics for Hadoop and Other Systems
Welcome to MapReduce Design Patterns! This book will be unique in some ways and familiar in others. First and foremost, this book is obviously about design patterns, which are templates or general guides to solving problems. We took a look at other design patterns books that have been written in the past as...
©2018 LearnIT (support@pdfchm.net) - Privacy Policy