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Assignment on Big Data Analytics

   

Added on  2021-04-19

19 Pages3178 Words55 Views
Running head: HARDWARE TECHNOLOGY OPTIONS FOR ORGANIZATIONSHARDWARE TECHNOLOGY OPTIONS FOR ORGANIZATIONSName of the student:Name of the university:Author note:
Assignment on Big Data Analytics_1
1HARDWARE TECHNOLOGY OPTIONS FOR ORGANIZATIONS1.Company name: ABC fashion private Limited Proposed IT solution: Based on the requirements of the proposed business structure the IT solution recommended is Big Data analytics.Big Data analytics:When it comes to big data analytics, Hadoop is an excellent choice for the affordability andversatility. Hadoop is a software framework that is used to store data and run applications onclusters provided by commodity hardware. Hardware and software specifications for Hadoop:Hardware requirements: Resources MediumHigh EndCPU8 physical cores12 physical coresMemory16 GB48 GBDisk4 disks x 1TB = 4 TB12 disks x 3TB = 36 TBNetwork1 GB Ethernet10 GB Ethernet Software specifications:Operating system:Following are the Linux based operating system for Hadoop:RedHat Enterprise Linux (RHEL)CentOS
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2HARDWARE TECHNOLOGY OPTIONS FOR ORGANIZATIONSUbuntuJava: Hadoop is witten using Java. Oracle JDK 1.6is most popular version of java platform forHadoop.Benefits of big data:Cost effective data analysis when affordable frameworks like Hadoop is used.Big amount of data can be analyzed in quick timeInsight from the data to design and predict effective marketing strategy for betterbusiness and customer serving. Threats of big data:Problem in data management due to huge of data processingRisk of getting flaws in result due to misunderstanding and misinterpretation of data Risk of data hack
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3HARDWARE TECHNOLOGY OPTIONS FOR ORGANIZATIONSCost estimation: Area of cost Estimated cost per monthDatabase storage of 3 TB per monthbased on leading platforms$134,000Developers and eight data scientistto analyze data $800,000
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