流媒体技术及应用

主要介绍了流媒体技术、原理及其应用，详述了作为流媒体实现的关键技术-流式传输和传输的过程，以及目前支持流媒体传输的协议和使用较多的流式视频格式。     

Formal Analysis of Streaming Downloading Protocol for System Upgrading

For a PC-mobile download system which is embedded with streaming download protocol, there are problems that the data cannot be transmitted correctly from the PC to the mobile, or the transmission is unacceptably slow. To solve these problems, we carry out a formal analysis for the protocol with some timing parameters and a given probability of message loss and unordered data using a probabilistic model checking tool PRISM. We introduce a technique to reduce the state space of the system modeling the protocol which is a network of probabilistic timed automata. The experimental results in PRISM give us a clear explanation to the problems, and are helpful in identifying the optimal parameter settings to meet industrial requirements.     

基于媒体用户访问行为偏好模型的代理缓存算法

目前,代理缓存技术广泛应用于改善流媒体传输的服务质量.文章从实际用户日志文件的分析出发,利用发现的用户浏览流媒体对象时的行为分布模型,提出了一种新的视频流媒体缓存算法.仿真结果证明,该算法可以通过记录很少的用户访问信息获取较高的性能表现.     

Streaming potential measurements on stainless steels surfaces: evidence of a gel-like layer at the steel/electrolyte interface

Electric charges at the surface of a passive stainless steel are generally considered as concentrated either in the passive film itself, or at the metal/passive film interface, or in the electrical double layer at the film solution interface. Rest potential time dependence after immersion of a passive surface in aqueous electrolytes suggests however that slow processes occur in the onset of the surface charge. Specific experiments, such as streaming potential measurements and electrochemical impedance spectroscopy in a thin electrolyte cell, were carried out for understanding better this phenomenon. An AISI 304 type austenitic stainless steel with polished or bright annealed surface finishes was immersed in NaCl aqueous solutions with various pH and chloride concentrations. The streaming potential time evolution shows two steps: a first rapid one (∼2 min) is attributed to the onset of the surface charge. The second step is much slower (approximately several hours) and possibly due to an interphase layer between the passive film and the solution. Following this idea, the whole kinetics is controlled by cation migration across the interphase when the pH is larger than the isoelectric pH (pH_iep), while chloride ions are incorporated in the interphase when pH < pH_iep. Impedance measurements allow determining both the kinetics of charge transport and the thin cell conductivity. When glass is used as reference material for the cell walls instead of stainless steel, the Nyquist plots show a high-frequency response. For stainless steel cell walls, a low-frequency response is observed, attributed to a slow charge reorganisation inside the interphase layer. The charge distribution at metal/electrolyte interface is discussed in terms of a gel-like layer which possibly takes place at the passive film/electrolyte interface.     

基于流媒体技术的网络视频监控研究

使用流媒体技术构建网络视频监控系统具有成本低廉,稳定可靠,不受防火墙限制等诸多优点,全面地介绍了基于流媒体的监控系统构成和开发方法,并重点分析了系统的延迟问题。     

PRAND: GPU accelerated parallel random number generation library: Using most reliable algorithms and applying parallelism of modern GPUs and CPUs

The library PRAND for pseudorandom number generation for modern CPUs and GPUs is presented. It contains both single-threaded and multi-threaded realizations of a number of modern and most reliable generators recently proposed and studied in Barash (2011), Matsumoto and Tishimura (1998), L’Ecuyer (1999,1999), Barash and Shchur (2006) and the efficient SIMD realizations proposed in Barash and Shchur (2011). One of the useful features for using PRAND in parallel simulations is the ability to initialize up to 10¹⁹${10}^{19}$ independent streams. Using massive parallelism of modern GPUs and SIMD parallelism of modern CPUs substantially improves performance of the generators.     

基于IPTV的网络教学系统的设计

以IPTV技术为支持的远程教育模式具有投入少且效果好的特点,在远程教育中发挥着越来越重要的作用.利用P2P和流媒体技术为支撑,设计和实现了具有IPTV交互特点的远程教育系统.该系统包括课后练习,测试以及答疑等学习活动,实现集在线学习,游戏娱乐,生活服务于一体的互动数字化教育,并有效解决实时课堂传输中视频质量的问题.     

一种基于深度强化学习的Spark Streaming参数优化方法

Spark Streaming作为主流的开源分布式流分析框架,性能优化是目前的研究热点之一。在Spark Streaming性能优化中,业务场景下的配置参数优化是其性能提升的重要因素。在Spark Streaming系统中,可配置的参数有200多个,对参数调优人员的经验要求较高,未经优化的参数配置会影响流作业执行性能。因此,针对Spark Streaming的参数配置优化问题,提出一种基于深度强化学习的Spark Streaming参数优化方法（DQN-SSPO）,将Spark Streaming参数优化配置问题转化为深度强化学习模型训练中的最大回报获得问题,并提出权重状态空间转移方法来增加模型训练获得高反馈奖励的概率。在3种典型的流分析任务上进行实验,结果表明经参数优化后Spark Streaming上的流作业性能在总调度时间上平均缩减27.93%,在总处理时间上平均缩减42%。     

基于数据世系的微博信息管理与检索算法研究

在微博平台中用户的消息以流的形式按照时间顺序到达系统,对微博数据流的有效管理可以及时地响应用户的查询操作。基于数据库的数据世系思想,提出了一种基于数据世系的微博信息管理方法。首先,根据事件的产生、发展以及变化,将同一社会事件包含的消息定义为数据世系;其次,将微博消息流划分为不同的数据世系,并根据新消息动态地维护数据世系集合;最后,应用数据世系中的文本消息响应用户的查询。实验表明,基于数据世系的微博信息管理方法使用的内存少,运行效率高,可用于微博消息流的实时处理及查询响应工作。     

流媒体资源网站的设计

由于多媒体编码和解码的问题．导致不能在线观看．只能下载到本地播放。本文采用了流媒体技术。通过设计WEB视频网站并以其为平台实现视频资源在线播放。本文说明了流媒体服务器的配置和如何使用ASP．NET工具设计设网站。