ID 原文 译文
52707 同时，修改网络激活函数为PReLU函数，网络训练采用L1损失函数。 Second, the activation function is modified to PReLU function, and the L1 loss function is adopted in training.
52708 为了使网络在遥感图像上具有更好的效果，训练网络时，数据集全部采用遥感图像作为训练样本。 In order to make the super-resolution network have better effect on remote sensing images, remote sensing images are used as the training data set in training.
52709 当训练的epoch达到了大约35次时网络已经收敛。 The network converges when the epoch reaches about 35 times.
52710 实验结果表明，与VDSR算法相比，本文改进的算法对遥感图像的效果更优，峰值信噪比(PSNR)平均增加了1. 05 dB，结构相似度(SSIM)平均增加了0. 042。 Finally, the experimental results show that the effect of the improved algorithm is better than the0. 042 on average.
52711 为了在保证云用户响应性能的前提下降低云系统的能源消耗，提出一种移动设备本地处理器持续工作、云端物理机内虚拟机同步休眠、不同物理机间虚拟机异步休眠的任务调度策略。 To reduce the energy consumption of the cloud system under the premise of ensuring the response performance of the cloud users, a task scheduling strategy is proposed. In the proposed strategy, the local processor of the mobile device continues to work, the virtual machines in a physical machine sleep synchronously, and the virtual machines in different physical machine sleep asynchronously.
52712 针对云端异构物理机，建立多个同步多重休假的排队模型。 For the heterogeneous physical machines in cloud computing, a queueing model with a synchronous multiple vacation is established.
52713 利用拟生灭过程和矩阵几何解方法给出系统模型的稳态分布，导出任务平均响应时间和系统平均功率的表达式。 By using the quasi birth-death process and the matrix geometric solution, the steady-state distribution of the queueing model is given, and the expressions of the average response time of the tasks and the average power of the system are derived.
52714 实验结果表明，设置任务分配到移动设备本地的概率时，不同性能指标之间存在折衷关系。 The experimental results show that there is a trade-off between different performance measures when setting the assigning probability of the tasks to the local processor.
52715 引入Logistic映射混沌机制改进传统的鲸鱼优化算法，给出最优任务分配策略，实现系统成本的最小化。 The traditional whale optimization algorithm is improved by introducing Logistic mapping chaos mechanism. The task scheduling strategy is optimized with the minimum system cost.
52716 技术、产业的跨界与融合已成为新趋势， The cross-border and convergence of technology and industry has become a new trend.