用户数据融合云计算存储方案研究

发布时间：2018-03-29 05:27

本文选题：用户数据融合　切入点：云计算　出处：《北京邮电大学》2013年硕士论文

【摘要】：随着通信技术,互联网技术的不断发展,通信与网络逐步渗透到生活与工作,并通过丰富多样的通信业务及互联网业务改变人们的生活工作习惯。用户对业务的需求因而提升,对通信、互联网业务提出了新的需求,个性化服务和专家级信息服务成为必然趋势。其基础,来自用户在使用多样的通信业务,互联网业务中产生的海量数据。然而,用户信息分散,用户及业务提供者都无法在海量信息面前准确高效的获取所需要的信息,用户数据融合也应运而生。用户数据所处的领域不同,在不同网络、业务中的标识不同,数据格式不同,数据量不同,对时延可靠性要求不同,可扩展性要求不同,都对用户数据融合的存储方案产生了挑战。因而需要对用户数据融合的存储方案进行深入的研究。传统的电信架构存储方案,由于用户数据所处领域不同,在不同网络、业务总标识不同,需要大量的标识数据和数据路由数据,由于对海量数据的访问,庞大的路由表导致数据路由可能会成为数据访问的瓶颈,数据路由可能需要采用全国、省级两层数据路由机制。与此同时,一种新的方案,云计算为用户数据融合提供了一种新的思路。云计算(cloud computing),是一种基于互联网的计算方式,通过这种方式,共享的软硬件资源和信息可以按需提供给计算机和其他设备。云计算的核心思想,是将大量用网络连接的计算资源统一管理和调度,构成一个计算资源池向用户按需服务。提供资源的网络被称为“云”。其可扩展性好可靠性高,初始投资较低,并且可以根据用户需求逐步增加投资。本文首先介绍了用户数据融合和云计算的相关背景其次介绍了基于用户数据融合和云计算现有研究得到的总体设计方案,再次深入介绍了用户数据融合云计算方案的架构和各模块的功能设计及关键流程。最后对用户数据融合云计算方案进行了展望。
[Abstract]:With the continuous development of communication technology and Internet technology, communication and network gradually infiltrate into life and work, and change people's life and work habits through rich and diverse communication services and Internet services. New requirements for communication and Internet services have been put forward. Personalized services and expert level information services have become the inevitable trend. Its foundation comes from the massive data generated by users in using a variety of communication services and Internet services. However, User information is dispersed, users and service providers are unable to accurately and efficiently obtain the required information in front of mass information, and user data fusion also arises at the historic moment. The domain of user data is different, in different networks. Different identifiers, different data formats, different data volumes, different requirements for delay reliability, different scalability requirements, Therefore, it is necessary to study the storage scheme of user data fusion deeply. The traditional telecommunication architecture storage scheme, because of the different domain of user data, in different networks, the total service identification is different, which requires a lot of identification data and data routing data, because of the access to the massive data. The huge routing table may cause data routing to become the bottleneck of data access, and data routing may need to adopt national and provincial two layers of data routing mechanism. At the same time, a new scheme, Cloud computing provides a new way of thinking for user data fusion. Cloud computing is an Internet-based computing method. Shared software and hardware resources and information can be provided to computers and other devices as needed. The core idea of cloud computing is to unify the management and scheduling of a large number of computing resources connected by networks. The network that provides resources is called "cloud". It has good expansibility, high reliability, low initial investment, and can increase investment step by step according to the needs of users. This paper first introduces the background of user data fusion and cloud computing. Secondly, it introduces the overall design scheme based on user data fusion and cloud computing. Thirdly, the architecture of user data fusion cloud computing scheme and the function design and key flow of each module are introduced in depth. Finally, the prospect of user data fusion cloud computing scheme is presented.
【学位授予单位】：北京邮电大学
【学位级别】：硕士
【学位授予年份】：2013
【分类号】：TP333

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