IID

[luis-gasparschroeder]

Description

Explore an IID strategy to make cache hit decisions.

Impact

• Who: End users
• What: Decision boundaries
• Why: Better performance

Proposed Solution

Define the theory behind the IID decision boundary strategy. Implement the strategy in the IID class. Test strategy with all three benchmarks and compare to the current vCache decision boundary strategy.

Acceptance Criteria

• Followed coding conventions
• Implemented or updated tests
• Define theory
• Implement IID strategy
• Add to benchmark
• Evaluate against the current vCache decision boundary baseline and static baselines.

Risks & Dependencies

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Additional Context

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[apd10]

The results with current implementation of IID compared to LogisticModelling is as follows:

This is promising. I need to write down the theory to verify everything is as expected theoretically.