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This suggests that ordinary EC2 VMs in fixed sizes can hardly achieve optimal resource utilization efficiency in case of dynamic workload.
In the case of B 2_2, there may exist a trade-off between keeping the optimal resource utilization achieved in step 2 and avoiding low values which jeopardize the connection quality.
Live VM migration continuously provides the service without interrupting the connectivity of running application during migration time to obtain seamless connectivity, avoiding SLA violation and to get optimal resource utilization.
Our simulations show that the algorithm achieves optimal resource utilization, guarantees fairness among multicast sessions, provides flexibility in allocating rates over different parts of the multicast sessions, and adapts to changing conditions such as dynamic channel capacity and node mobility.
Optimal resource utilization on average is achieved at each RN when τ r is semi-statically selected by DeNBs such that (tau _{r} bar {R}_{r}= 1-tau _{r})bar {R}_{a}), where (bar {R}_{r}) is the average rate at the backhaul and (bar {R}_{a}) is the aggregate rate at the access, both assuming transmission in whole time frame.
Outcomes of inpatient stroke rehabilitation need to be reviewed in terms of optimal resource utilization (staff time, service organization, and duration of stay).
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While strict prioritization for low rate flows such as SIP may be feasible, we show that in general it can lead to greatly sub-optimal resource utilization.
The optimal deployment of such systems may result in optimum resource utilization (LEDs and driver circuits etc).
The former stores each data block several times in different nodes of the considered infrastructures: the drawback is that this can lead to large overhead and non-optimal resources utilization.
Inherently, these approaches cannot optimally exploit HetNets' potential in terms of optimal radio resource utilization and hence lead to sub-optimal or degraded end user QoS.
In this section, we present the main results that show how our cross-layer SVC optimization approach can be used to achieve better performance in terms of optimal network resource utilization and improved QoE for the user.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com