ABC of Distributed Data Processing

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What is Data Engineering? How did we reach here? (Evolution of Data engineering solutions) Anatomy of a Data Engineering Stack.

Software

ABC of Distributed Data
Processing.
Achieving Buzzword Compliance.
1
Piyush Verma
Oogway Consulting

Descriptive
- Historical.
- Deterministic.
- Inferential.
- Managers make pretty graphs.

Predictive
- Future.
- Probabilistic.
- Based on Descriptive.
- This is how pundits predict stocks.

All related entities end up in complex joins

All Relationships complicate over Dimension of time

Bloom Filters
Cuckoo Filters
- Does not exist for sure.
- May or may not exist.

Cubes
● Efficiency of Retrieval
● Warehouse:Cube :: DB:Table
● View: Dimension + Measure
● Slice, Dice & Rotate

Thank you!
Piyush Verma
@meson10
Oogway
Consulting
http://oogway.in

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