ID 原文 译文
58738 模型中还引入生成式对抗网络增强非监督学习的效果。 The model also introduces the generative adversarial network to enhance the effect of unsupervised learning.
58739 在多个数据集上的对比实验显示, 该方法对异常样本的召回率和精确度都高于传统的监督学习和半监督学习分类器,泛化能力更强。 Experiments on several datasets show that the recall rate and precision of the proposed method are higher than those of traditional supervised learning and semi-supervised learning classifiers, and that its generalization ability is stronger.
58740 所以,该非监督对抗学习方法在硬盘故障预测上是有效的。 Therefore, the unsupervised adversarial learning method is effective in hard disk failure prediction.
58741 由于移动边缘计算可通过借助边缘计算服务器实现计算任务卸载,不再受限于移动终端的计算能力, 所以当边缘服务器过载时,往往会选择排队、推迟或拒绝移动终端的业务请求。 Mobile Edge Computing (MEC) can perform computational task offloading with the help of edge servers, and is no longer limited by the power of mobile terminals (MTs). When the edge server is overloaded, it often chooses to queue, postpone or reject the MT’s offloading request.
58742 但现有研究大都没有考虑此时服务器如何缓解负载压力,由于服务中断和等待延长,用户的服务质量将明显恶化。 QoS (Quality of Service) of users will deteriorate greatly due to service disruption and extended waiting, but the existing research work does not consider how the MEC-BS can relieve load pressure at this time.
58743 研究了将过载移动边缘计算服务器的任务卸载到与其同一协作区间的其他服务器来提高计算卸载能力。 In this paper, we study how to enhance the computing offloading service of the MEC-BS by offloading the task of the overloaded base station to the other MEC-BS in the same collaboration space.
58744 将罚函数与两步拟牛顿法相结合给出了优化方法,联合优化包含边缘计算网络总时延和能耗的联合效用函数。 Combining the penalty function with the two-step quasi-newton method, an optimization algorithm is proposed to minimize the joint utility function including the total delay and energy consumption of the edge computing network.
58745 针对优化目标对时延或者能效的不同需要,使用经验因子灵活调整时延和能量消耗最小化之间的优化偏差。 Empirical factors are used to adjust the optimization deviation according to the different needs of the optimization target for time delay or energy efficiency.
58746 仿真结果表明,卸载优化方法在提高关于时延和能耗的系统性能方面优于现有的两种比较方法,且以更快的速度收敛。 Simulation results show that the proposed scheme is better than two other schemes in improving the system performance and convergence speed.
58747 为了提高集成电路抗逆向工程的能力,通过对逻辑混淆技术的研究,提出了一种基于Reed-Muller伪装门的逻辑混淆设计方案。 To improve the ability of the integrated circuit to resist reverse engineering, we study the logic obfuscation technology and propose a logic obfuscation scheme based on the Reed-Muller camouflage gate.