Loki: A System for Serving ML Inference Pipelines with Hardware and Accuracy Scaling.

Sohaib Ahmad Hui Guan Ramesh K. Sitaraman

Published 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