19 citations · 89 across the 28 of their papers we have counts for
Showing 2021Show all
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cs.CR2021★ 5 cited
Privid: Practical, Privacy-Preserving Video Analytics Queries
Frank Cangialosi, Neil Agarwal, Venkat Arun +4
Analytics on video recorded by cameras in public areas have the potential to fuel many exciting applications, but also pose the risk of intruding on individuals' privacy. Unfortuna…
cs.CV2021★ 3 cited
Boggart: Towards General-Purpose Acceleration of Retrospective Video Analytics
Neil Agarwal, Ravi Netravali
Commercial retrospective video analytics platforms have increasingly adopted general interfaces to support the custom queries and convolutional neural networks (CNNs) that differen…
cs.DC2021★ 19 cited
Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads
John Thorpe, Yifan Qiao, Jonathan Eyolfson +8
A graph neural network (GNN) enables deep learning on structured graph data. There are two major GNN training obstacles: 1) it relies on high-end servers with many GPUs which are e…