Failure-Resilient ML Inference at the Edge through Graceful Service Degradation.
Walid A. HanafyLi WuTarek F. AbdelzaherSuhas N. DiggaviPrashant J. ShenoyPublished in: MILCOM (2023)
Keyphrases
- maximum likelihood
- web services
- service providers
- edge detection
- probabilistic inference
- service oriented
- bayesian networks
- edge information
- inference process
- loosely coupled
- service composition
- root cause
- service discovery
- multimedia
- processor sharing
- failure prediction
- multiple scales
- mobile services
- dynamic bayesian networks
- service oriented architecture
- bayesian inference
- decision trees