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The EFuNN module, placed at each cell, predicted the mobile traffic volume of a particular cell by extracting and inserting meaningful rules through incremental, supervised real-time learning.
The EFuNN module predicts the mobile traffic volume of a particular cell by extracting and inserting meaningful rules through incremental, supervised real-time learning.
The EFuNN module is placed in each cell and the output, the predicted mobile traffic volume of the particular cell, is sent to local and virtual community servers in the VC-PGA module.
Quarter-hourly mobile traffic volume for a period of 1 year for five adjacent cells in Cyberjaya, Puchong, and Serdang in the state of Selangor was obtained courtesy of TM Touch Malaysia.
The EFuNN module is placed in each cell and the output, the predicted mobile traffic volume of the particular cell, is sent to servers in the VC-PGA module.
The EFuNN module is placed in each cell within the network and the predicted mobile traffic volume of each cell is sent to the local and VC servers in the VC-PGA module.
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This is to allow these schemes to cope with the current increase in the number of mobile users and mobile data traffic volume, as well as the trend in the mobile Internet towards a flat architecture.
Data on road crashes with fatalities were collected from seven Italian metropolitan areas and matched in time and space with high resolution mobile phone traffic volume data about calls, texts, Internet connections and upload/download data.
Akamai doesn't track this itself but notes that Ericsson says that mobile data traffic volume grew 14% in the last year, while voice traffic was up by only 5%.
A case-crossover study design was applied to estimate the relative risks of road accident for increases in each type of mobile phone traffic volumes in underlying population present in the small areas where accidents occurred.
5G is characterized by the challenges of rapid growth in mobile connections and traffic volume [1, 2].
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