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

机译:衡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高度可用,以最大程度地减少 r 紧急呼叫的丢失,并因此将由于缺乏及时医疗响应而造成的生命损失降至最低。 r n此服务的可用性在很大程度上取决于云托管它的数据中心。但是,仅可用性信息无法充分了解故障如何影响服务和用户的感知。在本文中,我们考虑服务级别的度量标准,例如每个故障的受影响呼叫数和紧急服务从故障中恢复所花费的时间,来评估故障对紧急呼叫系统的影响。我们从巴西一个大城市的紧急呼叫中心分析了真实数据集。从代表云数据中心的随机模型中,我们评估不同的数据中心架构,以观察故障对紧急呼叫服务的影响。结果表明,更改数据中心的体系结构以将可用性从2个提高到3个9不能减少每个故障的平均受影响呼叫数。另一方面,它可以降低同时影响到大量呼叫的可能性。

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