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基于云計算和物聯(lián)網(wǎng)的網(wǎng)絡(luò )大數據技術(shù)研究
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浙江安防職業(yè)技術(shù)學(xué)院,浙江安防職業(yè)技術(shù)學(xué)院 信息工程學(xué)院

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TP311.13

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2016浙江省教育廳科研項目(課題編號:Y201635414)


Big data based on cloud computing and Internet of things network technology research
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Department of Information Engineering,Zhejiang security Career Technical College,

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    摘要:

    為了使網(wǎng)絡(luò )大數據應用的范圍更廣,更大程度地提高網(wǎng)絡(luò )數據存儲與管理精度,減少網(wǎng)絡(luò )數據處理與控制的時(shí)間,需要對網(wǎng)絡(luò )大數據進(jìn)行研究。當前的網(wǎng)絡(luò )大數據研究方法多是采用Hadoop基礎架構對網(wǎng)絡(luò )大數據進(jìn)行研究,在數據存儲中沒(méi)有設定具體的安全存儲指標,無(wú)法得到數據安全存儲指標權重,存在數據存儲安全性能低,網(wǎng)絡(luò )大數據研究精度偏差大等問(wèn)題。為此,提出一種基于云計算和物聯(lián)網(wǎng)的網(wǎng)絡(luò )大數據研究方法。該方法首先利用分級網(wǎng)絡(luò )編碼對網(wǎng)絡(luò )數據進(jìn)行傳輸,以傳輸的數據為基礎,采用CRC算法實(shí)現網(wǎng)絡(luò )數據的計算,然后依據分組存儲的方式將數據進(jìn)行存儲,最后利用分層逆序疊加定位法對網(wǎng)絡(luò )數據進(jìn)行高精度查詢(xún),由此完成對網(wǎng)絡(luò )大數據的研究。實(shí)驗結果表明,所提方法可以全面具體地對網(wǎng)絡(luò )大數據進(jìn)行研究,提高了數據處理精度和網(wǎng)絡(luò )數據計算速度,增加了網(wǎng)絡(luò )數據存儲空間容量和查詢(xún)效率,減少了網(wǎng)絡(luò )數據運行時(shí)的丟失率,擴展了網(wǎng)絡(luò )數據的運作范圍,為后續網(wǎng)絡(luò )大數據的研究提供了強有力的依據。

    Abstract:

    In order to make the network data applications broader, more to improve the precision of the network data storage and management, reduce the time of the network data processing and control, need to study of network data. The current network data research method is to adopt more major Hadoop infrastructure of network data, the data is stored in the safe storage index is set, do not have access to data security storage index weight and the low data storage security performance, network problems such as big data research accuracy deviation. For this, put forward a kind of big data based on cloud computing and Internet of things network research methods. This method firstly using hierarchical network coding for network data transmission, based on the transmission of data, the calculation of CRC algorithm was adopted to realize network data, and then based on the data packet storage way for storage, the hierarchical reverse superposition method is used to analyse the network data precision query, thus completing the study of network data. The experimental results show that the proposed method can comprehensively and concretely study of network data, improves the precision of data processing and network data computing speed, increased the network data storage capacity and query efficiency, reduces the network data presented.according to the runtime, expanded the scope of the operation of network data, large data for subsequent network research provides a strong basis.

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引用本文

姜迪清,張麗娜.基于云計算和物聯(lián)網(wǎng)的網(wǎng)絡(luò )大數據技術(shù)研究計算機測量與控制[J].,2017,25(11).

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  • 收稿日期:2017-04-17
  • 最后修改日期:2017-06-29
  • 錄用日期:2017-06-12
  • 在線(xiàn)發(fā)布日期: 2017-12-07
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