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Multi-fidelity algorithms for interactive mobile applications

delete2001-01-01
delete11
PRE
AI
M
Mahadev Satyanarayanan *
D
Dushyanth Narayanan
DOI：10.1023/A:1012315301312delete
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Abstract

Abstract

En 中文
We introduce the concept of multi-fidelity algorithms, which revises the classical notion of an algorithm. Instead of having a fixed output criterion and allowing the resource consumption to vary, we bound the resource consumption and allow the fidelity or output criterion to vary. We discuss how multi-fidelity algorithms can improve the latency and battery life of interactive mobile applications. An extension of this idea allows the system to automatically discover sweet spots: sharp discontinuities in the fidelity-resource tradeoff space.
Keywords:
multi-fidelity algorithms
mobile computing
augmented reality
adaptation
sweet spot
search
Odyssey
Aura
AI Summary

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Key information extracted from the uploaded paper, including a brief overview, abstract, background, key highlights, visual analysis, and future outlook.

Journal

Wireless Networks cover
Wireless Networks
IF:
2.1
Papers:
308
Citations:
5.4K

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No organization information available