THIA: Accelerating Video Analytics using Early Inference and Fine-Grained Query Planning

Jiashen Cao, Ramyad Hadidi, Joy Arulraj +1

To efficiently process visual data at scale, researchers have proposed two techniques for lowering the computational overhead associated with the underlying deep learning models. T…