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Strata + Hadoop World
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Strata + Hadoop World
by Dean Wampler
Fast Data Architectures for Streaming Applications
1. Introduction
A Brief History of Big Data
Batch-Mode Architecture
2. The Emergence of Streaming
Streaming Architecture
What About the Lambda Architecture?
3. Event Logs and Message Queues
The Event Log Is the Core Abstraction
Message Queues Are the Core Integration Tool
Why Kafka?
4. How Do You Analyze Infinite Data Sets?
Which Streaming Engine(s) Should You Use?
5. Real-World Systems
Some Specific Recommendations
6. Example Application
Machine Learning Considerations
7. Where to Go from Here
Additional References
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Strata + Hadoop World
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