MilniLaksandi
commented
9 months ago <!DOCTYPE html>
On Tue, 6 Feb 2024 at 10:30, Sandun Chathuranga @.***> wrote:
Assigned #13 https://github.com/sandunchathuranga01/EWT_CW2_GroupProject/issues/13 to @MilniLaksandi https://github.com/MilniLaksandi.
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Tools
Programming languages : javascript Frameworks node js react Database management mongodb Real time date streaming apache kafka Visualization and dashboard tools grafana
Implementation
Here javascript and node js are used to create the backend and user friendly interfaces are Created using react to provide a better understanding of waste management functions. Mongodb is also used for database management,which helps to seamlessly store large amounts of date related to waste collection,classification and disposal, waste disposal sites and iot taxes.
Apache kafka real time date streaming is used for real time monitoring. This enables date to be instantly retrieved from iot devices deployed in waste bing and provides real time updates on bin fill levels, waste collection schedules and route plans for waste collectors. These things will directly affect the efficiency of waste collection.
Furthermore, the implementation of machine learning algorithms machine learning algorithms Are explained at length in the predictive analytics section takes place at this stage, where predictions are made about the generation of waste in the near future.this enables waste collectors to manage their service.