Summary

Storm Applied

is a practical guide to using Apache Storm for the real-world tasks associated with processing and analyzing real-time data streams. This immediately useful book starts by building a solid foundation of Storm essentials so that you learn how to think about designing Storm solutions the right way from day one. But it quickly dives into real-world case studies that will bring the novice up to speed with productionizing Storm.

Summary

Storm Applied

is a practical guide to using Apache Storm for the real-world tasks associated with processing and analyzing real-time data streams. This immediately useful book starts by building a solid foundation of Storm essentials so that you learn how to think about designing Storm solutions the right way from day one. But it quickly dives into real-world case studies that will bring the novice up to speed with productionizing Storm.

About the Technology

It's hard to make sense out of data when it's coming at you fast. Like Hadoop, Storm processes large amounts of data but it does it reliably and in real time, guaranteeing that every message will be processed. Storm allows you to scale with your data as it grows, making it an excellent platform to solve your big data problems.

About the Book

Storm Applied

is an example-driven guide to processing and analyzing real-time data streams. This immediately useful book starts by teaching you how to design Storm solutions the right way. Then, it quickly dives into real-world case studies that show you how to scale a high-throughput stream processor, ensure smooth operation within a production cluster, and more. Along the way, you'll learn to use Trident for stateful stream processing, along with other tools from the Storm ecosystem.

This book moves through the basics quickly. While prior experience with Storm is not assumed, some experience with big data and real-time systems is helpful.

What's Inside

Mapping real problems to Storm components

Performance tuning and scaling

Practical troubleshooting and debugging

Exactly-once processing with Trident

About the Authors

Sean Allen

,

Matthew Jankowski

, and

Peter Pathirana

lead the development team for a high-volume, search-intensive commercial web application at TheLadders.

Table of Contents

Introducing Storm

Core Storm concepts

Topology design

Creating robust topologies

Moving from local to remote topologies

Tuning in Storm

Resource contention

Storm internals

Trident

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