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为了提高ControlNet的快速性和稳定性,提出了基于带宽优化的网络拥塞避免策略。由于ControlNet是由一些相互关联的节点组成的,可以采用生产者/消费者多节点网络的带宽优化方法来控制单个节点的信息传输,提高了网络利用率。根据生产者/消费者多节点网络的通信机制,总结出一套高效的带宽优化算法,并给出详细的算法步骤。以CPU利用率、平均带宽利用率和峰值带宽利用率作为衡量ControlNet网络性能的重要指标,对所设计的带宽优化算法进行验证,实验结果表明,所提出的带宽优化算法能有效解决ControlNet的网络拥塞问题。
In order to improve the speed and stability of ControlNet, a network congestion avoidance strategy based on bandwidth optimization is proposed. Since ControlNet is composed of interconnected nodes, the bandwidth optimization method of producer / consumer multi-node network can be used to control the information transmission of a single node and improve network utilization. According to the producer / consumer multi-node network communication mechanism, a set of efficient bandwidth optimization algorithms are summarized and detailed algorithm steps are given. Taking the CPU utilization rate, average bandwidth utilization rate and peak bandwidth utilization rate as important indexes to measure the performance of ControlNet network, the designed bandwidth optimization algorithm is verified. The experimental results show that the proposed bandwidth optimization algorithm can effectively solve the problems of ControlNet network congestion problem.