BigOptiBase: Big Data Analytics for Base Station Energy Consumption Optimization









Abstract

Mobile Network Operators develop new technologies, as the 5G network, to handle the constantly increasing network traffic, while they put less effort on optimizing their operations. However, more energy efficient approaches are essential for cost reduction and compliance with energy footprint principles. Network usage and IoT data produced in the base stations can be used to develop such approaches. Considering the above, the BigOptiBase platform has been designed. Through this platform we will offer a big data analytics subsystem developed to provide elastic energy efficient solutions for the base stations using data analytics and machine learning technologies.


Modules


Algorithms


Software And Hardware

• Hardware: Processor: i3 ,i5 RAM: 4GB Hard disk: 16 GB • Software: operating System : Windws2000/XP/7/8/10 Anaconda,jupyter,spyder,flask,hadoop Frontend :-python Backend:- MYSQL