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Average and competitive analysis of latency and power consumption of a queuing system with a sleep mode

机译:睡眠模式的排队系统延迟和功耗的平均和竞争分析

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Many computer systems change into a sleep mode when idle. While this conserves energy it also increases the average latency. In this paper we quantify the effect of state change times on latency and power consumption for a single queuing system with a sleep mode. We analyze the trade-off between power consumption and latency for Poisson arrivals and do a competitive analysis for worst-case arrivals. To calculate the latency and power consumption for Poisson arrivals we use a Markov chain. For the competitive analysis we present arrival patterns which result in high latency and energy consumption and prove that these patterns are the worst case. The latency increases approximately linear with the state change times for both Poisson and worst case arrivals. Power consumption asymptotically approaches 100% when the state change times increase. While this is intuitively clear, we provide an analytic derivation. We conclude that a single system with a single sleep mode must have fast state change times to be able to keep the latency low when conserving energy.
机译:许多计算机系统在空闲时变成睡眠模式。虽然这种节省能量,但它也增加了平均延迟。在本文中,我们量化了具有睡眠模式的单个排队系统的延迟和功耗的状态变化时间的效果。我们分析了泊松港的电力消耗与潜伏期之间的权衡,并对最坏情况抵达进行竞争分析。计算我们使用马尔可夫链的泊松港的潜伏期和功耗。对于竞争分析,我们呈现到达模式,导致高延迟和能量消耗,并证明这些模式是最糟糕的情况。潜伏期随着泊松和最坏情况到达的状态变化时间增加了大致线性。当状态变化时间增加时,电力消耗渐近地接近100%。虽然这是直观的,但我们提供了分析推导。我们得出结论,具有单个睡眠模式的单个系统必须具有快速状态的变化时间,以便在节省能量时能够保持延迟低。

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