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Network function virtualization (NFV) introduces great flexibility in designing software-based network appliances to reduce cost and accelerate service deployment for network operators. However, with the fast development of high speed network of 100 GbE and beyond, how to efficiently design virtual network functions (VNF) on commodity servers has become a challenging problem. Although the advances...
Action recognition has been a research challenge in multimedia computing and machine vision. Recent advances in deep learning combined with stacked convolutional Independent Subspace Analysis (ISA) has achieved a better performance superior to all previously published results on several public available data sets. Unfortunately, one major issue in large-scale deployment of this new deep learning-based...
A cyberphysical digital microfluidics system is an emerging technology that enables the integration of fluid-handling operations, reaction-outcome detection, and automated error recovery on a biochip. The cyberphysical biochip system studied thus far suffers from the limitation of a significant increase in reaction time for error recovery. We present a hardware-assisted error-recovery method that...
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