Traffic data analysis using HADOOP
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This document outlines a proposed system to analyze traffic density using Hadoop. The system would provide a live feed of traffic density from various nodes and allow analysis of the data statistically and graphically. It discusses using sensors or mobile nodes to collect traffic data, installing relevant software like Hadoop and PhoneGap, designing databases and interfaces, and integrating the various components. The final system would include an admin panel, live traffic feed, and statistical analysis capabilities.
Traffic data analysis using HADOOP
- 1. Aditya holla Kirthan s Holla Manoj Vasishta S S Guruprasad hegde
- 2. Objectives Introduction Existing System Proposed System Methodology Languages Framework & Tools.
- 3. Analyse the traffic density by using HADOOP. Provide the live feed of traffic density in various nodes. Provide a platform to analyse the data from various nodes statistically and graphically.
- 4. Big Data Data that can’t be computed using traditional computational technique. Tool HADOOP HDFS
- 5. Traffic information is commonly shared among traffic agencies by means of voice and data communications. Problems: ○ Higher cost. ○ Difficult to setup system.
- 6. Use of sensor or mobile node ○ reduces cost ○ faster analysis.
- 7. ○ Installation of Virtual Machine (version 11.0) ○ Installation of Linux based OS on VM(UBUNTU – 14.04) ○ Installation of HADOOP-2.6.0 Single Node Cluster, HBASE, HIVE
- 8. Contd… Installation of PhoneGap software to build an android app for transmitting data Installation of CodeIgniter and defining control actions for back end implementation Database design for storing data values from traffic node Admin panel layout design for front end user interface.
- 9. Connecting HADOOP with PHP backend using PHPHIVE Implementing models, views and controllers in CodeIgniter Building PhoneGap layout Implementing traffic algorithm Live-feed interface for traffic data
- 10. Integrating all the components that have been developed in last two modules Testing and Finalizing all the components designed Generating report
- 11. Admin Panel Live Feed Statistics
- 14. THANK YOU. . .