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  • Book Overview & Buying Storm Blueprints: Patterns for Distributed Real-time Computation
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Storm Blueprints: Patterns for Distributed Real-time Computation

Storm Blueprints: Patterns for Distributed Real-time Computation

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Storm Blueprints: Patterns for Distributed Real-time Computation

Storm Blueprints: Patterns for Distributed Real-time Computation

4.1 (8)
Buy this Book

Overview of this book

Table of Contents (17 chapters)
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Storm Blueprints: Patterns for Distributed Real-time Computation
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Storm Blueprints: Patterns for Distributed Real-time Computation
Credits
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Credits
About the Authors
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About the Authors
About the Reviewers
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About the Reviewers
www.PacktPub.com
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www.PacktPub.com
Preface
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Preface
Lock Free Chapter
1
Distributed Word Count
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Distributed Word Count
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Introducing elements of a Storm topology – streams, spouts, and bolts
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Introducing the word count topology data flow
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Implementing the word count topology
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Introducing parallelism in Storm
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Understanding stream groupings
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Guaranteed processing
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Summary
2
Configuring Storm Clusters
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Configuring Storm Clusters
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Introducing the anatomy of a Storm cluster
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Introducing the Storm technology stack
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Installing Storm on Linux
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Submitting topologies to a Storm cluster
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Automating the cluster configuration
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A rapid introduction to Puppet
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Summary
3
Trident Topologies and Sensor Data
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Trident Topologies and Sensor Data
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Examining our use case
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Introducing Trident topologies
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Introducing Trident spouts
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Introducing Trident operations – filters and functions
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Introducing Trident aggregators – Combiners and Reducers
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Introducing the Trident state
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Executing the topology
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Summary
4
Real-time Trend Analysis
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Real-time Trend Analysis
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Use case
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Architecture
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Installing the required software
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Introducing the sample application
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Introducing the log analysis topology
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The final topology
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Running the log analysis topology
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Summary
5
Real-time Graph Analysis
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Real-time Graph Analysis
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Use case
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Architecture
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A brief introduction to graph databases
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Software installation
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Setting up Titan to use the Cassandra storage backend
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Graph data model
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Connecting to the Twitter stream
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Twitter graph topology
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Implementing GraphState
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Implementing GraphFactory
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Implementing GraphTupleProcessor
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Putting it all together – the TwitterGraphTopology class
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Querying the graph with Gremlin
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Summary
6
Artificial Intelligence
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Artificial Intelligence
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Designing for our use case
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Establishing the architecture
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Implementing the architecture
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Summary
7
Integrating Druid for Financial Analytics
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Integrating Druid for Financial Analytics
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Use case
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Integrating a non-transactional system
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The topology
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Implementing the architecture
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Executing the implementation
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Examining the analytics
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Summary
8
Natural Language Processing
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Natural Language Processing
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Motivating a Lambda architecture
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Examining our use case
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Realizing a Lambda architecture
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Designing the topology for our use case
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Implementing the design
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Examining the analytics
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Batch processing / historical analysis
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Hadoop
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Summary
9
Deploying Storm on Hadoop for Advertising Analysis
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Deploying Storm on Hadoop for Advertising Analysis
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Examining the use case
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Establishing the architecture
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Configuring the infrastructure
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Deploying the analytics
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Performing the analytics
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Deploying the topology
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Executing the topology
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Summary
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Storm in the Cloud
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Storm in the Cloud
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Introducing Amazon Elastic Compute Cloud (EC2)
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Introducing Apache Whirr
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Configuring a Storm cluster with Whirr
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Introducing Whirr Storm
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Introducing Vagrant
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Creating Storm-provisioning scripts
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Summary
1
Index
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Index

Summary

In this chapter, we've covered the steps necessary to install and configure Storm in both a single-node (pseudo-distributed) configuration as well as a fully distributed multi-node configuration. We've also introduced you to the Storm daemons and command line utilities used to deploy and manage running topologies.

Finally, we offered a brief introduction to the Puppet framework and showed how it can be used to manage multiple environment configurations.

We'd encourage you to explore the additional code and documentation included in the accompanied downloads.

In the next chapter, we will introduce Trident, which is a high-level abstraction layer on top of Storm for transactions and state management.

CONTINUE READING
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Tech Concepts
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Programming languages
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