百事公司大數(shù)據(jù)技術(shù)應(yīng)用及實(shí)施管理研究
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本文關(guān)鍵詞: 大數(shù)據(jù)應(yīng)用 Hadoop SAP HANA 項(xiàng)目管理 出處:《天津財(cái)經(jīng)大學(xué)》2014年碩士論文 論文類型:學(xué)位論文
【摘要】:本文通過研讀對國內(nèi)外大數(shù)據(jù)相關(guān)文獻(xiàn),并結(jié)合國內(nèi)外大數(shù)據(jù)發(fā)展?fàn)顩r,對比期間的差異,找出差距。通過國內(nèi)外大數(shù)據(jù)相關(guān)公司和最新的解決方案,以及大數(shù)據(jù)核心技術(shù)和應(yīng)用Hadoop,剖析其工作原理,用結(jié)構(gòu)圖的方式進(jìn)行表達(dá)和展示,并研究其特點(diǎn)。以百事公司為案例,描述企業(yè)運(yùn)轉(zhuǎn)現(xiàn)狀,并對發(fā)現(xiàn)的問題進(jìn)行分析。通過SWOT分析法,結(jié)合企業(yè)內(nèi)部自身的優(yōu)劣和外部環(huán)境的機(jī)會與威脅,提出運(yùn)用大數(shù)據(jù)工具解決當(dāng)前問題的理由和設(shè)想,并闡述實(shí)施策略和方法。提出結(jié)合目前公司系統(tǒng)運(yùn)轉(zhuǎn)的現(xiàn)狀,利用大數(shù)據(jù)技術(shù)來整合多系統(tǒng)平臺,解決信息孤島的問題。實(shí)現(xiàn)提高后臺數(shù)據(jù)處理速度和報(bào)表展現(xiàn)效率,并對整個項(xiàng)目進(jìn)程進(jìn)行管理和把控。具體包括項(xiàng)目實(shí)施前的SAP HAN A內(nèi)存計(jì)算技術(shù)驗(yàn)證,驗(yàn)證場景的選擇。項(xiàng)目準(zhǔn)備階段人員架構(gòu)及功能職責(zé)的確立和溝通機(jī)制的建立。以及項(xiàng)目實(shí)施計(jì)劃和步驟,項(xiàng)目交付物,知識轉(zhuǎn)移和培訓(xùn),還將對項(xiàng)目實(shí)施的過程進(jìn)行的項(xiàng)目需求、范圍、系統(tǒng)和溝通等管理,控制風(fēng)險(xiǎn),通過對項(xiàng)目的管理達(dá)成目標(biāo)。希望此文對大數(shù)據(jù)相關(guān)技術(shù)和理論方面的學(xué)習(xí)、了解,以及實(shí)施大數(shù)據(jù)技術(shù)和解決方案策略方法,能夠提供經(jīng)驗(yàn)和參考。最終能為企業(yè)管理者分析和實(shí)施大數(shù)據(jù)的管理決策,提供決策支持以及解決方案。
[Abstract]:In this paper, by studying the relevant literature of big data at home and abroad, and combining with the development situation of big data at home and abroad, and comparing the differences during the period, we find out the gap. Through the relevant companies and the latest solutions at home and abroad, And big data's core technology and application Hadoop, analyze its working principle, express and display it by the way of structure diagram, and study its characteristic. Take Pepsi Company as a case, describe the current situation of enterprise operation, Through the SWOT analysis, combined with the internal advantages and disadvantages of the enterprise and the opportunities and threats of the external environment, put forward the use of big data tools to solve the current problems reasons and ideas, The implementation strategy and method are expounded. Combined with the current situation of the company's system operation, big data technology is used to integrate the multi-system platform, to solve the problem of isolated information island, and to improve the speed of background data processing and the efficiency of report presentation. It also manages and controls the whole project process, including the verification of SAP HAN A memory computing technology before the implementation of the project. Selection of validation scenarios. Establishment of personnel structure and functional responsibilities and communication mechanisms during project preparation. Project implementation plans and procedures, project deliverables, knowledge transfer and training, It will also manage project requirements, scope, systems and communication in the process of project implementation, control risks, and achieve objectives through project management. I hope this article will learn about big data's related technical and theoretical aspects. The implementation of big data technology and solution strategy can provide experience and reference. Finally, it can provide decision support and solution for enterprise managers to analyze and implement big data's management decisions.
【學(xué)位授予單位】:天津財(cái)經(jīng)大學(xué)
【學(xué)位級別】:碩士
【學(xué)位授予年份】:2014
【分類號】:F270.7;F416.82;TP311.13
【參考文獻(xiàn)】
相關(guān)期刊論文 前1條
1 覃雄派;王會舉;杜小勇;王珊;;大數(shù)據(jù)分析——RDBMS與MapReduce的競爭與共生[J];軟件學(xué)報(bào);2012年01期
,本文編號:1503931
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