Research Design

Design experiments before running them. Bad design wastes months.

Workflow

Choose one and justify:

Paradigm	When to use
Simulation	Can't control real environment; FL, scheduling, network protocols
Controlled experiment	Can manipulate variables; lab conditions
Real-world dataset	Benchmark comparison; image/NLP tasks
User study	Measuring human factors
Theoretical analysis	Proving bounds, convergence, complexity
Design Science Research (DSR)	Build + evaluate artifact in real context

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First Seen

May 11, 2026

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