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We assume that the tier allocation is not the result of radio resource allocation, but given externally by, for instance user applications.
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The two-tier resource allocation framework can provide fine-grained and predictable service differentiation on cluster-based servers.
To retain the integrity of the original system, over the multi-tier architecture, an operation strategy is designed to concatenate the primary tier and the allocation tiers by providing key information from the primary tier to the allocation tiers when initializing populations in each sub-system.
This paper investigates two major design concerns in two tier networks: resource allocation and femtocell access.
The equal power allocation allocates equal power for each subchannel, while the proposed algorithm performs an optimal power allocation with the consideration of imperfect spectrum sensing, cross-tier interference, and QoS requirements.
OD [68] computes optimal data file by creating a multi-choice 0/1 Knapsack problem to reduce number of transfers between tiers for data allocation.
Each tier offers its own allocation of points for specific 'attributes'attributes
This function takes as inputs the workload scenario W a and the number of resource instances assigned to application a at each tier n per resource allocation interval 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.
As shown in Table 2, this involves evaluating all tiers in all resource allocation intervals for all applications which results in invoking the performance model A*T* N a times.
To force the workloads to change their bottleneck tiers in some resource allocation intervals at some decision stages, the mean database service demand is increased from 10 to 18 ms to be close to the mean web service demand of 20 ms. Figure 6 shows slight differences in the solutions obtained by RAP-AllApps from the optimal solutions obtained by RAP-IE.
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