I'm considering an analytical model for the cloud computing composed of:
- input load balancer (LB) with M/M/1/K
- P (PH) physical machines with hypervisors, each able to host V (VM) virtual machines.
So the total number of processing units N = P*V.
My question is shall I then put an M/M/1/K queue for each VM or for each PH? In other words, should there be P or N queues? What are the disadvantages and advantages of both approaches? Literature review shows there are both.
Thanks in advance for any comments,
P.
Hi.,
Cloud computing is a model for enabling ubiquitous, convenient, ... were modeled as queues and virtual machines were modeled as service centers. ... Queueing Model for the Cloud Computing and Optimization Strategy.
For more info:
http://www.icontrolpollution.com/articles/dynamic-resource-allocation-in-cloud-using-queuing-model-.pdf
Thanks, will have an in depth look. Assuming VMs are services, according to the figures, there is one queue then scheduler? I'm not sure about the nature of the right queues in the Fig 3: are they related to the storage?
https://www.sciencedirect.com/topics/economics-econometrics-and-finance/queueing-theory
- Badges
- Science method