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Streaming Video Analytics On The Edge With Asynchronous Cloud Support. (arXiv:2210.01402v1 [cs.CV])
cs.CV updates on arXiv.org arxiv.org
Emerging Internet of Things (IoT) and mobile computing applications are
expected to support latency-sensitive deep neural network (DNN) workloads. To
realize this vision, the Internet is evolving towards an edge-computing
architecture, where computing infrastructure is located closer to the end
device to help achieve low latency. However, edge computing may have limited
resources compared to cloud environments and thus, cannot run large DNN models
that often have high accuracy. In this work, we develop REACT, a framework that
leverages cloud …
analytics arxiv asynchronous cloud cloud support edge streaming support the edge video