本文選題：信息匯聚 + NoSQL　； 參考：《北京郵電大學(xué)》2015年碩士論文

【摘要】：移動(dòng)互聯(lián)網(wǎng)的快速發(fā)展,帶動(dòng)了電信行業(yè)新的變化,移動(dòng)用戶數(shù)正呈指數(shù)型增長,運(yùn)營商的網(wǎng)絡(luò)中每天都在產(chǎn)生著大量具有潛在價(jià)值的數(shù)據(jù),基于這些數(shù)據(jù)的商業(yè)智能為運(yùn)營商帶來巨大的機(jī)遇。目前運(yùn)營商已開展了一些相關(guān)的智能增值業(yè)務(wù),但由于缺乏統(tǒng)一規(guī)劃,存在連接方式不統(tǒng)一、調(diào)用方式復(fù)雜等問題,大大制約了業(yè)務(wù)的發(fā)展。因此,迫切需要對(duì)原有業(yè)務(wù)進(jìn)行整合,開辟一個(gè)融合的、豐富的以及開放的業(yè)務(wù)平臺(tái)。 綜合信息匯聚平臺(tái)應(yīng)運(yùn)而生,通過對(duì)運(yùn)營商網(wǎng)絡(luò)中的移動(dòng)數(shù)據(jù)進(jìn)行分類采集,將所有有價(jià)值有意義的移動(dòng)數(shù)據(jù)進(jìn)行數(shù)據(jù)匯聚,并進(jìn)行數(shù)據(jù)分析和處理,在此基礎(chǔ)上對(duì)外提供統(tǒng)一的開放接口,完成數(shù)據(jù)的發(fā)布,向SP/CP提供開展基于移動(dòng)數(shù)據(jù)的應(yīng)用業(yè)務(wù),為運(yùn)營商的業(yè)務(wù)發(fā)展提供了有力的保障。 本文首先對(duì)綜合信息匯聚平臺(tái)產(chǎn)生的背景以及平臺(tái)在開發(fā)過程中涉及到的Web Services、NoSQL數(shù)據(jù)庫Redis等技術(shù)和開發(fā)所需的CIN-SCF中間件進(jìn)行了深入的研究；然后通過典型的業(yè)務(wù)場(chǎng)景明確了平臺(tái)的功能需求以及非功能性需求；在此基礎(chǔ)上,結(jié)合平臺(tái)所處的系統(tǒng)環(huán)境,提出了系統(tǒng)總體設(shè)計(jì)方案,設(shè)計(jì)了平臺(tái)的系統(tǒng)靜態(tài)結(jié)構(gòu)和動(dòng)態(tài)結(jié)構(gòu),分析了平臺(tái)的數(shù)據(jù)結(jié)構(gòu),分別建立了關(guān)系型數(shù)據(jù)庫和NoSQL數(shù)據(jù)庫的邏輯數(shù)據(jù)模型；并重點(diǎn)分析了系統(tǒng)設(shè)計(jì)中的兩個(gè)關(guān)鍵問題：通過改寫CIN-SCF底層配置文件重新封裝Redis數(shù)據(jù)庫實(shí)現(xiàn)了兩者之間的協(xié)作,以及通過建設(shè)分布式的Redis集群系統(tǒng)有效提高了平臺(tái)的處理能力；緊接著,詳細(xì)設(shè)計(jì)并實(shí)現(xiàn)了各個(gè)子模塊單元；最后,搭建了系統(tǒng)測(cè)試環(huán)境,分別對(duì)系統(tǒng)進(jìn)行了單元測(cè)試、集成測(cè)試以及系統(tǒng)測(cè)試,測(cè)試結(jié)果均能滿足需求指標(biāo)。本文實(shí)現(xiàn)的綜合信息匯聚平臺(tái)基于豐富的數(shù)據(jù)源,能為SP提供更全面的業(yè)務(wù)；具有高并發(fā)的系統(tǒng)框架和對(duì)外開放的統(tǒng)一接口,能有效提升平臺(tái)的處理能力并能支持業(yè)務(wù)的快速開發(fā)。未來,可繼續(xù)利用平臺(tái)龐大而又豐富的數(shù)據(jù),對(duì)用戶進(jìn)行行為分析,刻畫用戶畫像,分析用戶偏好,為運(yùn)營商的精確營銷提供更有力的支撐。
[Abstract]:With the rapid development of the mobile Internet, the telecom industry is undergoing new changes. The number of mobile users is increasing exponentially, and a large number of potentially valuable data are produced in the operators' networks every day. Business intelligence based on these data brings great opportunities for operators. At present, operators have carried out some related intelligent value-added services, but due to the lack of unified planning, there are some problems such as the lack of unified connection mode, complex mode of call, which greatly restricts the development of services. Therefore, there is an urgent need to integrate the original business and open up an integrated, rich and open business platform. The integrated information gathering platform emerges as the times require. By classifying and collecting the mobile data in the operator network, all the valuable and meaningful mobile data are collected, and the data are analyzed and processed. On this basis, it provides a unified open interface, completes the release of data, and provides SP/CP with mobile data-based application services, which provides a strong guarantee for the development of operators' services. Firstly, the background of the integrated information gathering platform, the technology of Web Services NoSQL database Redis and the CIN-SCF middleware needed in the development of the platform are studied deeply in this paper. Then the functional requirements and non-functional requirements of the platform are defined through typical business scenarios. On this basis, combined with the system environment of the platform, the overall design scheme of the system is put forward. The static and dynamic structure of the platform is designed, the data structure of the platform is analyzed, and the logical data models of relational database and NoSQL database are established respectively. Two key problems in the system design are analyzed: repackaging the Redis database through rewriting the CIN-SCF bottom configuration file, and improving the processing ability of the platform by building the distributed Redis cluster system; Then, each sub-module unit is designed and implemented in detail. Finally, the system testing environment is built, and the system is tested by unit test, integration test and system test, and the test results can meet the requirements. The integrated information gathering platform realized in this paper is based on abundant data sources and can provide more comprehensive services for SP. It has a high concurrent system framework and a unified interface to the outside world. Can effectively enhance the processing capacity of the platform and support the rapid development of business. In the future, we can continue to use the platform's huge and rich data to analyze the user's behavior, depict the user's portrait, analyze the user's preference, and provide more powerful support for the operator's accurate marketing.
【學(xué)位授予單位】：北京郵電大學(xué)
【學(xué)位級(jí)別】：碩士
【學(xué)位授予年份】：2015
【分類號(hào)】：TP393.09

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本文編號(hào)：1845199