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Design And Implementation Of Drilling Bill Of Materials System Based On Hadoop

Posted on:2018-03-05Degree:MasterType:Thesis
Country:ChinaCandidate:S J XiangFull Text:PDF
GTID:2348330515488784Subject:Computer technology
Abstract/Summary:PDF Full Text Request
The current oil drilling bill of materials is featured with broad distribution of information,large amounts of data and various types,so it is difficult to manage.Aiming at this management issue,this thesis designs the software architecture of drilling bill of materials system based on Hadoop and gives a data analysis algorithm of the drilling bill of materials information based on MapReduce,by analyzing the domestic and foreign research situation of big data and drilling bill of materials.The research work mainly includes the following aspects:Firstly,this thesis points out some problems existing in the management of drilling bill of materials,by analyzing and summarizing the structure and management characteristics of drilling bill of materials.Furthermore,this thesis explains the importance and necessity of the management and analysis of the drilling bill of materials in the big data era,by summarizing the current situation of the research on the drilling bill of materials.Secondly,through the application of the software architecture of Hadoop to oil drilling materials information management,the distributed management system software architecture of drilling bill of materials based on Hadoop is constructed,and the distributed management of the oil drilling bill of materials is realized under the big data environment,and an new idea and method is provided for the distributed storage and effective management of the oil drilling materials information under the network environment.Thirdly,the MapReduce programming model and method is adopted to study the data analysis algorithm of drilling bill of materials based on MapReduce.The research realizes the real-time parallel analysis of drilling bill of materials under the big data environment,and improves the utilization of data information.Fourthly,the prototype system of drilling bill of materials based on Hadoop is developed,which can be used to support the management of drilling bill of materials in oil drilling industry.Then,the realization result of the system is introduced briefly.The cost of oil drilling enterprises is reduced fully and the efficiency of enterprise data management is improved by using big data technology to analyze and process the drilling billof materials data,which brings a new dawn for the rapid processing of drilling bill of materials data in the big data era.
Keywords/Search Tags:Drilling Bill of Materials, Big Data, Hadoop, MapReduce
PDF Full Text Request
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