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Technology And Its Architecture For The 21st Century Essay

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In this scenario, this customer has invested in Hadoop, in-database, and in-memory technologies to modernized their its architecture for the 21st twenty-first century.
1. The data has two paths. Depending on the type, the data can go into the enterprise data warehouse if it is structured data. If it is semi-structured data such as detectors and sensors, they go into Hadoop that acts as a data lake to collect a sample of the following sources of data:
 Wayside detectors. : These sensors identify spot defect such as overheated bearings and damaged wheels, dragging hoses, deteriorating bearings, cracked wheels, and excessively high or wide load on passing rail cars.
 Acoustic detector systems. : These trackside systems use "acoustic signatures" to gauge the sound and condition of internal bearings and identify those nearing breakdownfailure. They supplement or replace systems that measure the heat that bearings generate to identify those in the process of deteriorating.
 Track geometry cars. : These technology-rich cars utilize sophisticated electronic and optical devices to inspect track alignment, gauge, curvature, and other track conditionsso on. A new vehicle track interaction system is also used to locate difficult-to-find track geometry defects. This information helps railroads determine when track needs maintenance.
 Ground-penetrating radar. : This technology assists in identifying isolating below-ground problems—such as excessive water penetration that hampers

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