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一种面向无向加权图的子图查询方法 被引量:2
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作者 朱磊 姚燕妮 +4 位作者 高勇 王一川 姬文江 黑新宏 刘征 《西安理工大学学报》 CAS 北大核心 2019年第3期291-299,共9页
随着图结构的大规模应用,图数据库上的查询已经成为图挖掘的研究热点。针对无向加权图,本文提出一种基于最短权值路径和拉普拉斯图谱的子图查询方法PSQuery。首先,PSQuery方法选取可表示数据图的高效特征属性;接着,对提取的特征属性按... 随着图结构的大规模应用,图数据库上的查询已经成为图挖掘的研究热点。针对无向加权图,本文提出一种基于最短权值路径和拉普拉斯图谱的子图查询方法PSQuery。首先,PSQuery方法选取可表示数据图的高效特征属性;接着,对提取的特征属性按照哈希映射进行编码,将特征编码组合生成节点编码和图编码,并且基于图编码构建索引树;最后,通过实现过滤验证框架得到结果集:按照提取特征的嵌套性质进行过滤生成候选集,再根据VF2算法进行验证得到最终的超图集合。实验结果表明,提出的方法加速了无向加权图数据库上的子图查询过程,提高了查询效率。 展开更多
关键词 图挖掘 子图查询 最短权值路径 拉普拉斯图谱
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基于FastDTW的道岔故障智能诊断方法 被引量:8
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作者 姬文江 左元 +2 位作者 黑新宏 高橋聖 中村英夫 《模式识别与人工智能》 EI CSCD 北大核心 2020年第11期1013-1022,共10页
道岔控制列车的行驶方向,是轨道交通系统的关键设备.文中采用ZD7型号道岔转辙机动作电流数据,提出基于快速动态时间规整算法(FastDTW)的道岔故障智能诊断方法.根据原始电流曲线特性将曲线分段处理,通过FastDTW计算待诊断电流曲线与模板... 道岔控制列车的行驶方向,是轨道交通系统的关键设备.文中采用ZD7型号道岔转辙机动作电流数据,提出基于快速动态时间规整算法(FastDTW)的道岔故障智能诊断方法.根据原始电流曲线特性将曲线分段处理,通过FastDTW计算待诊断电流曲线与模板电流曲线的扭曲路径距离,根据动态确定的最优阈值诊断故障.实验表明,该方法可适用于单动、双动型号道岔故障诊断问题,仅需200条道岔动作电流历史数据.该方法诊断准确率较高,时间较短,也适用于准确性、实时性要求较高的新型列控系统. 展开更多
关键词 道岔 转辙机 故障诊断 快速动态时间规整算法(FastDTW)
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Tree-Based Proactive Routing Protocol for Wireless Mesh Network 被引量:2
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作者 ji wenjiang Ma jianfeng +1 位作者 Ma Zhuo Ran Youliang 《China Communications》 SCIE CSCD 2012年第1期25-33,共9页
Wireless Mesh Network (WMN) is seen as an effective Intemet access solution for dynamic wireless applications. For the low mobility of mesh routers in WMN, the backbone topography can be effectively maintained by pr... Wireless Mesh Network (WMN) is seen as an effective Intemet access solution for dynamic wireless applications. For the low mobility of mesh routers in WMN, the backbone topography can be effectively maintained by proactive routing protocol. Pre-proposals like Tree Based Routing (TBR) protocol and Root Driven Routing (RDR) protocol are so centralized that they make the gateway becorre a bottleneck which severely restricts the network performance. We proposed an Optimized Tree-based Routing (OTR) protocol that logically separated the proactive tree into pieces. Route is partly computed by the branches instead of root. We also discussed the operation of multipie Intemet gateways which is a main issue in WMN. The new proposal lightens the load in root, reduces the overhead and improves the throughput. Numerical analysis and simulation results confirm that the perforrmnce of WMN is improved and OTR is more suitable for large scale WMN. 展开更多
关键词 wireless mesh network 802. lls routing protocol tree-based routing
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One-Time Rational Secret Sharing Scheme Based on Bayesian Game 被引量:8
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作者 TIAN Youliang MA jianfeng +2 位作者 PENG Changgen CHEN Xi ji wenjiang 《Wuhan University Journal of Natural Sciences》 CAS 2011年第5期430-434,共5页
The rational secret sharing cannot be realized in the case of being played only once, and some punishments in the one-time rational secret sharing schemes turn out to be empty threats. In this paper, after modeling 2-... The rational secret sharing cannot be realized in the case of being played only once, and some punishments in the one-time rational secret sharing schemes turn out to be empty threats. In this paper, after modeling 2-out-of-2 rational secret sharing based on Bayesian game and considering different classes of protocol parties, we propose a 2-out-of-2 secret sharing scheme to solve cooperative problem of a rational secret sharing scheme being played only once. Moreover, we prove that the strategy is a perfect Bayesian equilibrium, adopted only by the parties in their decision-making according to their belief system (denoted by the probability distribution) and Bayes rule, without requiring simultaneous channels. 展开更多
关键词 rational secret sharing one-time rational secret sharing Bayesian game perfect Bayesian equilibrium
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Game strategies for distributed denial of service defense in the Cloud of Things 被引量:1
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作者 WANG Yichuan ZHANG Yefei +2 位作者 HEI Xinhong ji wenjiang MA Weigang 《Journal of Communications and Information Networks》 2016年第4期143-155,共13页
Integration of the IoT(Internet of Things)with Cloud Computing,termed as the CoT(Cloud of Things)can help achieve the goals of the envisioned IoT and future Internet.In a typical CoT infrastructure,the data collected ... Integration of the IoT(Internet of Things)with Cloud Computing,termed as the CoT(Cloud of Things)can help achieve the goals of the envisioned IoT and future Internet.In a typical CoT infrastructure,the data collected from wireless sensor networks and IoTs is transmitted through a SG(Smart Gateway)to the cloud.The bandwidth between an IoT access point and SG becomes a bottleneck for information transmission between the IoT and the cloud.We propose a novel game theory model to describe the CoT attacker,who expects to use minimum set and energy consumption of IoT attack devices to occupy as many bandwidth resources as possible in a given time period;and the defender,who expects to minimize false alarms.By analyzing this model,we have found that the game theory model is a non-cooperative and repeated incomplete information game,and Nash equilibrium is existent,perfected by the subgame.The best strategy for each stage of the attack is to adjust the attack link number dynamically based on the comparison results of value E and turning point E_(0)for each time period.At the same time,the defender adjusts the threshold valueβdynamically,based on the comparison results of the Load value and expected value ofαfor each time period.The simulation result shows that our strategy can significantly mitigate the harm of a distributed denial of service attack. 展开更多
关键词 Cloud of Things network security DDoS attack smart gateway energy consumption
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Towards energy efficient cloud:an optimized ant colony model for virtual machine placement 被引量:1
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作者 ZHANG Liumei WANG Yichuan +1 位作者 ZHU Lei ji wenjiang 《Journal of Communications and Information Networks》 2016年第4期116-132,共17页
A virtual machine placement optimization model based on optimized ant colony algorithm is proposed.The model is able to determine the physical machines suitable for hosting migrated virtual machines.Thus,it solves the... A virtual machine placement optimization model based on optimized ant colony algorithm is proposed.The model is able to determine the physical machines suitable for hosting migrated virtual machines.Thus,it solves the problem of redundant power consumption resulting from idle resource waste of physical machines.First,based on the utilization parameters of the virtual machine,idle resources and energy consumption models are proposed.The models are dedicated to quantifying the features of virtual resource utilization and energy consumption of physical machines.Next,a multi-objective optimization strategy is derived for virtual machine placement in cloud environments.Finally,an optimal virtual machines placement scheme is determined based on feature metrics,multi-objective optimization,and the ant colony algorithm.Experimental results indicate that compared with the traditional genetic algorithms-based MGGA model,the convergence rate is increased by 16%,and the optimized highest average energy consumption is reduced by 18%.The model exhibits advantages in terms of algorithm efficiency and efficacy. 展开更多
关键词 cloud computing energy efficient virtual machine placement multi-objective optimization ant colony optimization
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