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Measuring the impact of data center failures on a cloud-based emergency medical call system

机译:测量数据中心故障对基于云的紧急医疗呼叫系统的影响

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Emergency call services are expected to be highly available in order to minimize the loss ofurgent calls and, as a consequence, minimize loss of life due to lack of timely medical response.This service availability depends heavily on the cloud data center on which it is hosted. However,availability information alone cannot provide sufficient understanding of how failures impact theservice and users' perception. In this paper, we evaluate the impact of failures on an emergencycall system, considering service-levelmetrics such as the number of affected calls per failure andthe time an emergency service takes until it recovers from a failure. We analyze a real data setfrom an emergency call center for a large Brazilian city. From stochastic models that representa cloud data center, we evaluate different data center architectures to observe the impact offailures on the emergency call service. Results show that changing data center's architecturein order to improve availability from two to three nines cannot decrease the average numberof affected calls per failure. On the other hand, it can decrease the probability to affect aconsiderable number of calls at the same time.
机译:预计紧急呼叫服务将是高度可用的,以尽量减少损失紧急呼叫,因此,由于缺乏及时的医疗反应,最小化了生命的丧失。此服务可用性大量取决于它托管的云数据中心。然而,仅可用性信息无法提供足够的故障影响如何影响服务和用户的感知。在本文中,我们评估了失败对紧急情况的影响呼叫系统,考虑服务levelmetrics,例如每个失败的受影响呼叫数量紧急服务所需的时间,直到它从失败中恢复。我们分析了一个真实的数据集从一个大型巴西城市的紧急呼叫中心。从代表的随机模型云数据中心,我们评估了不同的数据中心架构以观察到的影响紧急呼叫服务的失败。结果表明,更改数据中心的架构为了从两到三个九到三到三个九个的可用性不能降低平均数每个失败的受影响的电话。另一方面,它可以降低影响a的概率同时相当多的电话。

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