Echo-state-network classification based multi-services awareness in high-speed optical passive networks

With the challenge of great growing of services diversity,service-oriented supporting ability is required by current high-speed passive optical network (PON).Aimed at enhancing the quality of service (QoS) brought by diversified-services,this study proposes an echo state network (ESN) based multi-service awareness mechanism in 10-Gigabite ethernet passive optical network (10G-EPON).In the proposed approach,distributed architecture is adopted to realize this ESN based multi-service awareness.According to the network architecture of 10G-EPON,where a main ESN is running in OLT and a number of ESN agents works in ONUs.The main-ESN plays the main function of service-awareness from the total view of various kinds of services in 10G-EPON system,by full ESN training.Then,the reservoir information of well-trained ESN in OLT will be broadcasted to all ONUs and those ESN agents working in ONUs are allowed to conduct independent service-awareness function.Thus,resources allocation and transport policy are both determined only in ONUs.Simulation results show that the proposed mechanism is able to better support the ability of multiple services.     

略论江西红色文化与高校学生党建工作

江西红色文化是中国共产党领导新民主主义革命在江西区域留下的丰硕成果,在物质和非物质两个层面展示出中华文明璀灿的光辉。高校是培养建成社会主义全面小康社会人才和接班人的重要阵地,学生党建工作更是事关实现中华民族伟大复兴。本文比较全面和深刻地分析了江西红色文化的载体、内涵和特征,就新时期高校学生党建工作面临挑战条件下,如何运用这一宝贵文化资源,创新学生党建的质量和水平,提出了理念思路和方式方法。     

杂谈新媒体视觉下“微教育”的推广

以新媒体视觉为切入点,以微教育风暴为契合点,以微教育平台为着眼点,借助时尚元素为社区教育添彩,搭乘网络快车为教育工作提速,是当前社区教育直面的时代课题。     

带漂移布朗运动的一个局部时的Laplace变换

在Borodin和Salminen(2002)文献中有关带漂移布朗运动占位时的Laplace变换结果的基础上,运用Li等(2014)计算局部时的方法,推出了带漂移布朗运动在独立指数时间e_q前,及停留在0处的局部时的Laplace变换表达式Ee~(-λl(e_q,0))=lima→0I(λ/a;0,a,e_q)=((2q+μ~2)~(1/2))/(λ+(2q+μ~2)~(1/2))。当μ=0时,本文结果与标准布朗运动的结果吻合。     

达州革命老区红色旅游对农村体育的影响研究

根据革命老区的特点,结合达州当前农村体育和红色旅游在发展过程中的重要成效、主要不足及制约因素,通过探究达州农村体育与红色旅游协同发展的可行性,提出红色旅游与农村体育相辅相成、互动发展的思路,从而更好地促进革命老区达州红色旅游与农村体育的良性、和谐、共同发展.     

Efficient Feature Extraction Using Apache Spark for Network Behavior Anomaly Detection

Extracting and analyzing network traffic feature is fundamental in the design and implementation of network behavior anomaly detection methods. The traditional network traffic feature method focuses on the statistical features of traffic volume. However, this approach is not sufficient to reflect the communication pattern features. A different approach is required to detect anomalous behaviors that do not exhibit traffic volume changes,such as low-intensity anomalous behaviors caused by Denial of Service/Distributed Denial of Service(Do S/DDo S)attacks, Internet worms and scanning, and Bot Nets. We propose an efficient traffic feature extraction architecture based on our proposed approach, which combines the benefit of traffic volume features and network communication pattern features. This method can detect low-intensity anomalous network behaviors and conventional traffic volume anomalies. We implemented our approach on Spark Streaming and validated our feature set using labelled real-world dataset collected from the Sichuan University campus network. Our results demonstrate that the traffic feature extraction approach is efficient in detecting both traffic variations and communication structure changes.Based on our evaluation of the MIT-DRAPA dataset, the same detection approach utilizes traffic volume features with detection precision of 82.3% and communication pattern features with detection precision of 89.9%. Our proposed feature set improves precision by 94%.     

自由代数F_m的E(n)-模代数的证明

对任一个m×n矩阵Γ∈Mm×n(k),给出E(n)在m个变量的自由代数Fm上有一个作用,证明了该作用使得自由代数Fm成为一个E(n)-模代数.     

Investigation of silicon on insulator fabricated by two-step O+ implantation

In this paper, we investigated the dose window of forming a continuous buried oxide (BOX) layer by single implantation at the implantation energy of 200 keV. Then, an improved two-step implantation process with second implantation dose of 3×10¹⁵ cm^?2 was developed to fabricate high quality separation by implanted oxygen (SIMOX) silicon on insulator (SOI) wafers. Compared with traditional single implantation, the implantation dose is reduced by 18.2%. In addition, the thickness and uniformity of the BOX layers were evaluated by spectroscopic ellipsometry. Defect-free top Si as well as atomic-scale sharp top Si/buried oxide interfaces were observed by transmission electron microscopy, indicating a high crystal quality and a perfect structure of the SOI fabricated by two step implantation. The top Si/BOX interface morphology of the SOI wafers fabricated by single or two-step implantation was also investigated by atomic force microscopy.     

CHF3／DMCPS比对F掺杂SiCOH薄膜结构及性能的影响

研究了用十甲基环五硅氧烷和三氟甲烷电子回旋共振等离子体沉积的掺FSiCOH低k薄膜中，CHF，／DMCPS比对薄膜结构、成分、介电性能、热稳定性和憎水性的影响．结果表明，随着CHF，／DMCPS比的增大，沉积的薄膜从SiCOH向F-SiCOH和a—C：F：H转变．对于F-SiCOH薄膜，在获得较低介电常数的前提下，薄膜热稳定性和憎水性得到改善．     

硫酸钛为钛源制备二氧化钛的实验条件研究

实验以硫酸钛为钛源、尿素为沉淀剂、聚乙二醇600为分散剂,采用均匀沉淀法制备二氧化钛粉末。主要讨论了影响沉淀形成时间的主要因素:尿素的用量及加入方法、聚乙二醇的用量、以及水浴的温度等。实验结果表明,以硫酸钛为钛源、尿素为沉淀剂、聚乙二醇600为分散剂,采用均匀沉淀法制备二氧化钛粉末最佳反应条件为:在水浴加热343 K条件下,将尿素缓慢滴加到硫酸钛和聚乙二醇600的混合液中,硫酸钛和聚乙二醇600的混合液在磁力搅拌器搅拌时滴加尿素,用硫酸调节pH在1.5~2,保持硫酸钛、尿素和聚乙二醇600的摩尔比1∶12∶0.01。