Loki: A System for Serving ML Inference Pipelines with Hardware and Accuracy Scaling.
Sohaib AhmadHui GuanRamesh K. SitaramanPublished in: CoRR (2024)
Keyphrases
- low cost
- high accuracy
- maximum likelihood
- computational cost
- hardware implementation
- case study
- bayesian networks
- computational complexity
- prediction accuracy
- real time
- hardware and software
- probabilistic inference
- big data
- computer systems
- precision and recall
- parallel processing
- signal processing
- embedded systems
- classification accuracy
- machine learning
- bayesian inference
- database
- accuracy rate
- dynamic bayesian networks
- computing power
- vlsi implementation