Resource Allocation in Mobile Networks: A Decision Model Of Jockeying in Queues
CoRR(2024)
摘要
Application specific network slices offered by different vendors is one of
those approaches proposed to bridge the gap between the demand and supply of
resources in next generation communication networks.
We present a decision model as an empirical study that associates different
slice configurations to queues in a multi-vendor setting such that consumers
continuously assess their preferences and make rational decisions that guide
the optimal usage of the resource pools. The model is based on the findings
from our developmental tooling which provides measures about the sensitivity to
variations in buffer parameters on the impatient customer's decision to jockey
and the frequency of this behavior. We analytically express for these
sensitivities to formulate for approximations of the number of times a task is
switched from one queue to another and validate the decision model against
empirical data from the Monte Carlo simulation.
更多查看译文
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要