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Specifically, after selecting the application with the highest V a value, the additional resource instance is allocated to the resource allocation interval which comes in sequence starting from the first resource allocation interval in the planning horizon.
Both basic interval and RAP-OneApp allocate resources on a resource allocation interval basis, which does not allow resources to be exhausted as quickly as is the case with the whole approach.
Initially, all applications are allocated one web server instance in each resource allocation interval.
The total number of resource instances allocated to tier n of application a in resource allocation interval t is denoted by C a,n,t.
Finally one additional resource instance of the appropriate flavour is allocated to application a max in tier n bottleneck at resource allocation interval t max.
At decision stage 0, an initial resource allocation plan is generated by allocating one web resource instance to each application over each resource allocation interval.
As discussed in "Overview" section, the output of the optimization is a resource allocation plan represented by the number of resources allocated to each tier n per application a, in each resource allocation interval t.
In RAP the candidate resource allocation interval is the resource allocation interval with the highest mean response time to account for burstiness.
Each of these intervals is referred to as the resource allocation interval.
The maximum number of available web server instances per resource allocation interval is set to 7.
The hub receives the uplink data from each node in each allocation interval.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com