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Induced Burstiness in Generalized Processor Sharing Queues with Long-Tailed Traffic Flows

机译:具有长尾交通流的广义处理器共享队列中的诱发突发性

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The authors analyze the queueing behavior of long-tailed traffic flows under the Generalized Processor Sharing (GPS) discipline. GPS-based scheduling algorithms, such as Weighted Fair Queueing play a major role in achieving differentiated quality-of-service in integrated-services networks. They prove that, in certain scenarios, a flow may be strongly affected by the activity of 'heavier'-tailed flows, and may inherit their traffic characteristics, causing induced burstiness. This phenomenon contrasts with previous results which show that, under certain conditions, an individual flow with long-tailed traffic characteristics is effectively served at a constant rate. In particular, the flow is then essentially immune from excessive activity of flows with 'heavier'-tailed traffic characteristics. The sharp dichotomy in qualitatitive behavior illustrates the crucila importance of the weight parameters in protecting individual flows.

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