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In this paper, we propose SVR-NoC, a network-on-chip (NoC) latency model using support vector regression (SVR). More specifically, based on the application communication information and the NoC routing algorithm, the channel and source queue waiting times are first estimated using an analytical queuing model with two equivalent queues. To improve the prediction accuracy, the queuing theory-based delay...
In the packet processing and multiplexing of advanced orbit system, the queuing delay and queue size efficiency directly affect the performance of data system. By analyzing the characteristic of space data service, we build three source models of different service and three queuing models of packet processing based on M/G/l queuing theory. Simulation results validates the queuing model is in accord...
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