WebJul 9, 2024 · To minimize Flow Completion Time (FCT), existing flow scheduling schemes assume prior knowledge of accurate per-flow information, eg, flow sizes or deadlines, to … Web–Flow completion time (FCT): what the users care about • Heavy-tailed flow size distributions –Pareto distribution –Mice and elephants –Scheduling algorithms for exploiting them. 3 Unit step response vs FCT • Historically, congestion control research has considered the performance
Graph Neural Network Based Modeling for Digital Twin Network
WebMar 1, 2024 · It is an adaptable approach that can adjust in an agnostic way the scheduling configuration of DCN forwarding devices. This agnostic adjustment contributes to reduce the Flow Completion Time (FCT) of those short flows, representing around 85 Our evaluation results based on simulation show that AWAFS can reduce the average FCT of short … WebAbstract: Minimizing the flow completion time (FCT) is widely considered as an important optimization goal in designing data center networks. However, existing schemes either rely on the precondition that the size and deadline of each flow is known in advance, or require modifying the switch hardware, which is hard to implement in practice. In ... citizens theatre gorbals
Adjusting ECN marking threshold in multi-queue DCNs with
WebJul 29, 2013 · Short TCP flows that are critical for many interactive applications in data centers are plagued by large flows and head-of-line blocking in switches. Hash-based … WebUnlike the previous case, the behavior of the network model in this case is like a network simulator, which needs to predict the Flow Completion Time (FCT) without traffic collection information, only using flow descriptions and static topology information as input. The datasets used in this scenario is generated by ns-3 [NS-3]. WebApr 7, 2024 · As a result, the Timeout (RTO) mechanism is frequently triggered, leading to the expansion of the flow completion times (FCT) of such applications by orders of magnitude. Hence, we seek an alternative method that does not change the virtual machines and that can effectively expand the loss cycle duration to enable short flows to … citizens theatre glasgow email