Table of Contents
Supporting Multi-Fidelity Computations in Mobile Interactive Applications
Mobile Interactive Applications
Some examples
Why are interactive apps special?
Multi-fidelity computation
Thesis statement
Outline
What is fidelity?
Example of fidelity metrics
Radiosity application (unmodified)
Multi-fidelity radiosity app
Multi-fidelity radiosity app
Multi-fidelity radiosity app
Multi-fidelity radiosity app
Fidelity and resources
What is a resource?
Cache state as a resource
User attention as a resource
Resource usage dependencies
Outline
Interactive computations
Programming model
Research plan
Mapping fidelity to utility
Research plan
Multi-fidelity API
Cache state and user attention
Predicting resource consumption (1)
Predicting resource consumption (2)
Learning the utility function
Using user feedback
Finding sweet spots
Evaluation
Timeline
Outline
Related work
Contributions
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Author: Dushyanth Narayanan
Email: [email protected]
Home Page: http://www.cs.cmu.edu/~bumba
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