So, we conducted few experiments on three devices with different capabilities to identify some typical threshold values related to resource sizes that can be used for specific bandwidth ranges.
These simulations allow us to study the collective behavior in a wide range of conditions, varying group size and resource sizes.
Figure 14 Membership function for resource size.
Figure 14 shows the membership function for resource size.
This connection speed delimits the maximum resource size to 500Kbytes as described above.
R 1 : if network bandwidth (B) is Low then resource size (Z) is set to Small.
R 2 : if network bandwidth (B) is Medium then resource size (Z) is set to Medium.
As DL contains data for all users, it has much larger resource size than the UL.
R 3 : if network bandwidth (B) is High then resource size (Z) is set to High.
Accurate characterization and prediction of network traffic is essential for network resource sizing and for real-time network management.
