16 citations · 16 across the 1 of their papers we have counts for
2 papers
cs.DC2022★ 16 cited
RIBBON: Cost-Effective and QoS-Aware Deep Learning Model Inference using a Diverse Pool of Cloud Computing Instances
Baolin Li, Rohan Basu Roy, Tirthak Patel +3
Deep learning model inference is a key service in many businesses and scientific discovery processes. This paper introduces RIBBON, a novel deep learning inference serving system t…
cs.CR2019
Survey of Attacks and Defenses on Edge-Deployed Neural Networks
Mihailo Isakov, Vijay Gadepally, Karen M. Gettings +1
Deep Neural Network (DNN) workloads are quickly moving from datacenters onto edge devices, for latency, privacy, or energy reasons. While datacenter networks can be protected using…