Machine learning (ML) inference platforms are tasked with balancing two competing goals:
ensuring high throughput given many requests, and delivering low-latency responses to …

GPUs have become the defacto hardware devices to accelerate Deep Neural Network
(DNN) inference in deep learning (DL) frameworks. However, the conventional sequential …

Interest in intelligent edge computing is surging, driven by improving connectivity and
hardware advances. This is creating a need: today's cloud platforms optimize for high …