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By modelling a queue system we aim to provide scalability to the cloud infrastructure running on a given virtualized platform.
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The packet transmission of each sensor can be modeled as a queueing process with Poisson arrival.
As aforementioned, DQ-MAC can be modeled as a queuing system that consists of two statistical queuing subsystems.
Let a service firm be a time competitor in a market in perfect competition modeled by a queuing system M/M/1 whose demand is composed of one class of customer with a reservation full price R and marginal time cost c.
In this paper, we evaluate the impact of these bandwidth imbalances on the system performance through two analytically models: a queuing network model which describes the whole system, and a stage-based model which describes a single channel.
For exponentially distributed operating periods, we can further model our queue as a queue with an initial setup time[9] to find the waiting time.
Abstracting away the details of the application problem, we propose a model of a queueing system composed by two M/M/m queues connected serially, as can be seen in Figure 4.
To model this queue for a WCET tool, we need to cut the maximum history and assume an empty queue at such a cut point.
In the optimized model, a priority queue is employed to facilitate the processing efficiency.
The method allows the derivation of a performance evaluation model, based on a Queuing Network Model, from a SA formal specification modeled as a Labeled Transition System (LTS).
For the non-preemptive service discipline, the queue can be modeled as a priority queue where the highest class of traffic (virtual) behaves preemptively, but other classes behave non-preemptively.
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CEO of Professional Science Editing for Scientists @ prosciediting.com