Application of the Backman Model for the Distribution of Traffic Flows in Networks with Segment Routing

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“…Among the recent studies, the work of [Zhang et al 2022], were proves/evidences that the solutions to the performance degradation were not well suited for the kind of traffic characteristics that are common to data centre network. Moreover, a number of OSI layer solutions which were proposed in the literature used a coarse queue management approach that are subject to imprecise rate control situation due to the bursty data centre traffic flow system [Shvedov et al 2022]. Others used the Cross-point queue with random-drop approach combined with a simple fine-grained queue management scheme but not without the expense of some degree of goodput decrement from the solutions [Shvedov et al 2022].…”

“…Moreover, a number of OSI layer solutions which were proposed in the literature used a coarse queue management approach that are subject to imprecise rate control situation due to the bursty data centre traffic flow system [Shvedov et al 2022]. Others used the Cross-point queue with random-drop approach combined with a simple fine-grained queue management scheme but not without the expense of some degree of goodput decrement from the solutions [Shvedov et al 2022]. Our approach addressed this gap by proposing an Adaptive Rendering Technique solution which incorporate the optimization solution through Multi objective Optimization Cross-point Queue based system.…”