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“…This algorithm will create a considerable overhead. To reduce the complexity and overhead, some variables in the P1 are removed using approx- Cloud computing [28,30,33,34,37,39,58] imation, and then the optimization problem comprises only one variable, which can be optimized using the Newton-Raphson convex optimization algorithm.…”
Section: Newton-raphson Methodsmentioning
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“…This algorithm will create a considerable overhead. To reduce the complexity and overhead, some variables in the P1 are removed using approx- Cloud computing [28,30,33,34,37,39,58] imation, and then the optimization problem comprises only one variable, which can be optimized using the Newton-Raphson convex optimization algorithm.…”
Section: Newton-raphson Methodsmentioning
“…Power/energy [28][29][30] QoS [33][34][35] Delay [25,26,28,[35][36][37][38][39] QoE and user satisfaction [34,37] Network/system utility [26,33,37,39,40] Reliability [20] However, at the same time, they are required to perform many intensive computations as part of the network [27]. Hence, authors in [28][29][30][31] try to optimize energy and power consumption in their resource allocation schemes.…”
Section: Table 2 Classification Of Framework According To Their Optimization Goals Optimization Goal Referencesmentioning
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