Differential privacy protection technology and its application in big data environment

The privacy protection in big data is a research hotspot in the field of cyberspace security.As a strict and provable definition of privacy protection,studying application status of differential privacy protection in big data environment can provide reference and guidance for its subsequent system applications.Based on the analysis of the related concepts and technical characteristics of differential privacy protection,the application of differential privacy protection technology was reviewed in data distribution and analysis,cloud computing and big data computing,location and trajectory services and social networks,which expounded the current representative research results and analyzed its existing problems.The research shows that the existing results have made effective innovation and exploration of differential privacy protection applications from the aspects of differential privacy protection mechanism,noise addition mechanism and location,and data processing methods,and the related results have been cross-applied in different scenarios.Finally,four major problems that need to be studied in the further systematic application of differential privacy protection in the big data environment are proposed.     

基于数据挖掘的电力云资源规划调度

随着虚拟化技术的应用,数据中心的资源利用率已经得到一定程度的提高,但是云资源通常还是根据用户提出的需求预先分配,资源利用率仍然有待提高.为了进一步改进资源利用率,云中心的实际资源需求可分为“周期资源”及“峰期资源”.“周期资源”可以通过历史规律,利用递阶成分负载模型进行分析,预测出数据中心大部分时间的资源需求;“峰期资源”主要是满足短时间内的各种高峰资源需求,这种需求应用了排队论及随机均衡算法模型并根据实际应用的需要动态启用、分配和收回资源.通过使用资源收集与分配守护进程对云中心资源需求进行规划调度实验,效果明显,从而为云中心资源利用率的提升及节能减排提供了一种有效途径.     

基于Simulink的箔条走廊干扰仿真系统

采用Simulink仿真技术,对箔条走廊干扰过程和干扰效果进行了动态的信号级仿真。进行了作战场景想定,建立了箔条走廊对雷达干扰的模型体系结构,给出了仿真模块框图。给出了箔条走廊干扰的原理及数学模型,对仿真结果进行了对比分析。仿真结果表明,箔条走廊散射杂波可以压制常规脉冲雷达,箔条走廊对电磁波的衰减可以使MTD体制雷达接收不到目标回波。     

云计算数据中心组网技术研究

讨论云计算数据中心网络面临的新需求、新挑战,针对数据中心内部互联、数据中心之间互联的两个应用场景,梳理并提出组网技术。在数据中心内部,为满足云计算新业务需求,提出了大二层网络的组网解决方案。在数据中心之间,同样为解决二层网络延伸的问题,提出了二层VPN和MAC in IP的解决方案,满足数据中心承载的云计算业务需求,保证云计算的快速发展。     

The effect of pulsed laser annealing on the nickel silicide formation

The pulsed laser annealing (PLA) is used to assist nickel silicide transformation for Schottky barrier height reduction and tensile strain enhancement and the effect of different laser power are investigated. In this report, a two-step annealing process which combine the conventional rapid thermal annealing with pulsed laser annealing is proposed to achieve a smooth silicon-rich NiSi_x interfacial layer on (1 0 0) silicon. With optimized laser energy, a 0.2 eV Schottky barrier height (SBH) modulation is observed from Schottky diode electrical characterization. Furthermore, PLA provides sufficient effective temperature during silicidation which also lead to increased tensile stress of silicide film than the two-step RTA silicide is also investigated. The SBH modulation and tensile stress enhancement benefits of PLA silicidation are considered as an alternative to the conventional rapid thermal annealing for ultra-scaled devices performance enhancement.     

基于云理论和多传感器加权平均的关键性能指标状态描述

利用了云理论以及多传感器加权平均的方法来对关键性能指标的状态进行定性描述.第一步用分布图法对状态正常情况下由数个传感器得到的数据进行一致性检验,第二步采用多传感器加权平均方法并且融合出正常的状态下均方误差为最小的数据融合值,第三步将任意时刻的关键性能指标数据和均方误差为最小的数据融合值相比较得出偏差值,最后一步基于云理论构造出5个评语的评语集,和结合偏差大小对当前的关键的性能指标进行了定性描述.实验结果表明该方法的有效性.     

云环境下基于虚拟机动态迁移的调度策略研究

针对目前云环境资源调度采用静态负载均衡策略易于导致资源浪费的问题,提出了一种双限定值的虚拟机动态迁移的调度策略.该策略将当前负载状况与负载过重或过轻时两个限定值比较,选择介于二者之间能耗较低的虚拟机迁移至目标节点.仿真实验表明,该策略能够减少迁移次数,降低虚拟机迁移能耗,从而尽可能达到负载均衡和满足服务等级协议的需求.     

电信云的兴起(英文)

Cloud computing is the latest major evolution in computing technology.The convergence between cloud computing and telecom networks could significantly reduce costs and bring new business opportunities for operators.Currently,traditional telecom operators are embarrassed by the fact that the increase in revenue cannot catch up with the quick growth of users and the expansion of networks.With the introduction of the cloud computing technology,operators can virtualize the network functions through low-cost COTS IT hardware.All kinds of existing services can be cloudified and thus obtain the benefits of statistical multiplexing among IT resources.With the Telco Cloud architecture,operators can manage both IT infrastructures and network resources intelligently in order to adapt to the dynamic demands from the application and to establish open platforms for developing new services.     

云存储安全分析

文章认为云存储是社会发展、技术发展的必然趋势,但其安全问题是云存储普及最大的障碍。基于云存储系统架构、安全分析及安全保护机制,文章给出了一种云存储服务应用支撑系统架构。该架构应用于云存储服务系统,是基于互联网应用的新型服务化存储模式,分为业务应用层、应用接口层、平台软件层和基础设备层,提供信息服务管理、运营统计分析和多种安全措施。     

高度对球形气球诱饵及导弹辐射特性的影响研究

为了使导弹拥有方达到突防的目的,在分析背景辐射的基础上,利用空间目标表面温度数学模型计算了不同高度下空间目标表面的温度场分布,并分析讨论了高度对红外辐射特性的影响。结果表明,无论是白天还是夜间,高度都不会成为区分诱饵与弹头的参数,但尽可能在白天部署可以降低击中率,从而达到突防的效果。