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Powering Interactive Data Applications at Scale
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- 1 Intro
- 2 History & Motivation
- 3 Use Cases
- 4 Business Intelligence Queries
- 5 Solution Space
- 6 Relational Database
- 7 Key/Value Stores
- 8 General Compute Engine
- 9 Column stores
- 10 Raw data
- 11 Summarization
- 12 Segmentation
- 13 Columnar Storage
- 14 Plugin Architecture
- 15 Approximate Algorithms
- 16 Architecture (Batch Ingestion)
- 17 Real-time Nodes
- 18 Architecture (Streaming Ingestion)
- 19 Architecture (Lambda)
- 20 End-to-end Data Stack
- 21 Integration
- 22 Takeaway
