移动互联网上终端资源监控算法的研究和实现
发布时间：2018-08-24 11:35
【摘要】：作为通信和互联网飞速发展相互影响和结合的产物,移动互联网越来越受到人们的重视。目前在业界,它已不再是一个独立的行业概念,而被认为是互联网的新形态(在新时期的主流形态)。在终端智能化、无线接入宽带化、服务个性化的趋势下,移动互联网呈现渗透性发展。 在移动互联网的发展过程中,终端资源使用情况受到人们的关注。一方面终端应用、计算、网络、电量等软硬件资源宝贵而有限,通过研究其资源使用情况可以对其软硬件设计、资源调度使用进行设计优化,进而提高用户体验；另一方面终端的资源使用情况也是移动互联网上的重要数据,这些数据既记录了应用程序运行情况和用户使用信息,也包含了当前移动互联网的发展特性。从终端出发,对移动互联网进行多维度的分析和研究具有很重要的意义。 本文主要研究在移动互联网上的终端资源信息监控和数据收集、处理。在对移动终端资源进行信息分类的基础上,设计实现了一个终端资源监控平台。该平台包括数据监控、数据收集和数据处理三个部分。数据监控部分以Android系统为例设计实现了一个可扩展的Monitor SDK,在此基础上实现了一个客户端程序。数据收集通过典型的应用程序渠道分发实现。在数据处理部分,本文根据收集到的数据特点提出了一个六维描述模型,基于此模型对数据进行相关处理和分析。
[Abstract]:As a result of the interaction and combination of the rapid development of communication and the Internet, mobile Internet has attracted more and more attention. At present, it is no longer an independent industry concept, but is regarded as a new form of the Internet (the mainstream form in the new era). In the terminal intelligence, wireless access broadband, personalized service. Under the trend, mobile Internet presents osmosis development.
In the development of mobile Internet, the use of terminal resources has attracted people's attention. On the one hand, terminal applications, computing, network, power and other hardware and software resources are precious and limited. By studying the use of resources, we can optimize the design of hardware and software, resource scheduling and use, and then improve the user experience; on the other hand, we can finally improve the user experience. The use of resources on the end is also an important data on the mobile Internet. These data not only record the operation of applications and user information, but also contain the development characteristics of the current mobile Internet.
This paper mainly studies the terminal resource information monitoring and data collection and processing on the mobile Internet. Based on the information classification of mobile terminal resources, a terminal resource monitoring platform is designed and implemented. The platform includes three parts: data monitoring, data collection and data processing. The data monitoring part takes Android system as an example. An extensible Monitor SDK is designed and implemented, and a client program is implemented on this basis. Data collection is implemented through typical application channel distribution. In the data processing part, a six-dimensional description model is proposed according to the characteristics of the collected data, and the data is processed and analyzed based on this model.
【学位授予单位】：北京邮电大学
【学位级别】：硕士
【学位授予年份】：2014
【分类号】：TP393.01;TN929.5
本文编号：2200701
[Abstract]:As a result of the interaction and combination of the rapid development of communication and the Internet, mobile Internet has attracted more and more attention. At present, it is no longer an independent industry concept, but is regarded as a new form of the Internet (the mainstream form in the new era). In the terminal intelligence, wireless access broadband, personalized service. Under the trend, mobile Internet presents osmosis development.
In the development of mobile Internet, the use of terminal resources has attracted people's attention. On the one hand, terminal applications, computing, network, power and other hardware and software resources are precious and limited. By studying the use of resources, we can optimize the design of hardware and software, resource scheduling and use, and then improve the user experience; on the other hand, we can finally improve the user experience. The use of resources on the end is also an important data on the mobile Internet. These data not only record the operation of applications and user information, but also contain the development characteristics of the current mobile Internet.
This paper mainly studies the terminal resource information monitoring and data collection and processing on the mobile Internet. Based on the information classification of mobile terminal resources, a terminal resource monitoring platform is designed and implemented. The platform includes three parts: data monitoring, data collection and data processing. The data monitoring part takes Android system as an example. An extensible Monitor SDK is designed and implemented, and a client program is implemented on this basis. Data collection is implemented through typical application channel distribution. In the data processing part, a six-dimensional description model is proposed according to the characteristics of the collected data, and the data is processed and analyzed based on this model.
【学位授予单位】：北京邮电大学
【学位级别】：硕士
【学位授予年份】：2014
【分类号】：TP393.01;TN929.5
【参考文献】
相关期刊论文 前10条
1 王解先,王军,陆彩萍;WGS-84与北京54坐标的转换问题[J];大地测量与地球动力学;2003年03期
2 赖超;龙曦;李金霖;吴林志;;基于Android平台的手机后台监听技术[J];电脑知识与技术;2010年33期
3 芮兰兰;孟洛明;邱雪松;;普适终端业务的管理信息建模及实现机制[J];电子与信息学报;2011年03期
4 杨晓强;朱明;杨坚;;基于Linux内核的网络性能优化[J];计算机工程;2010年03期
5 廖卫红;;移动互联网环境下消费者行为研究[J];科技管理研究;2013年14期
6 凌明;武建平;王猛猛;;国产Unicore架构的Android系统绘图操作指令级加速优化[J];上海交通大学学报;2013年07期
7 苗强;吴德伟;毛玉泉;;多基站无源定位技术在区域定位网络中的应用[J];现代雷达;2007年08期
8 黄婧;张林;季刊;李文龙;;基于Android平台的GPRS流量统计系统[J];计算机系统应用;2011年12期
9 郑威;;移动互联网应用安全的问题分析与建议[J];现代电信科技;2012年09期
10 王黎璐;王鸿宇;;移动互联网安全分析[J];信息网络安全;2013年10期
，本文编号：2200701
本文链接：https://www.wllwen.com/guanlilunwen/ydhl/2200701.html
