Exact(24)
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.
Similar(36)
Accurate characterization and prediction of network traffic is essential for network resource sizing and for real-time network management.
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.
The optimization problem is first formulated as a multi-dimensional bin-packing problem due to the constrains on the resources (sizes of the bandwidth, the memory, the hard disk, the CPU utilization, etc).
In order to limit the complexity regardless of the resource block size, we adopt to use a fixed number of groups while adjusting the size of each group to accommodate for the change in the resource block size.
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