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An overhead and resource contention aware analytical model for overloaded web servers

机译:过载的Web服务器的开销和资源争用感知分析模型

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Increased response time during periods of overload on a Web server may cause impatient users to time-out, causing the server to do unproductive work in processing these abandoned requests. Overhead time spent in preprocessing each request adds to the unproductive work even for requests that are not taken up for service. This causes the usable throughput, i.e. goodput, of the overloaded Web server to drop drastically, while resource utilization remains at 100%. Although this behaviour can be easily reproduced experimentally, existing analytical models of queues with abandonments are not able to do so.We present an analytical model that captures characteristics specific to networked software servers, namely, overhead processing and contention for shared hardware resources, that is able to explain the goodput degradation typically observed in overloaded servers. We use this model to compare the performance of the LIFO and FIFO queueing disciplines during overload and show that LIFO goodput andresponse time are better than those of FIFO.
机译:Web服务器过载期间响应时间的增加可能会导致不耐烦的用户超时,从而导致服务器在处理这些废弃的请求时进行无用的工作。预处理每个请求所花费的开销时间甚至增加了非生产性工作,即使对于未处理的请求也是如此。这会导致过载的Web服务器的可用吞吐量(即善待量)急剧下降,而资源利用率仍保持在100%。尽管可以很容易地通过实验重现此行为,但是现有的带有遗弃的队列的分析模型无法做到这一点。我们提出了一种分析模型,该模型捕获了网络软件服务器特有的特征,即开销处理和共享硬件资源的争用,即能够解释通常在过载服务器中观察到的吞吐量下降。我们使用该模型对LIFO和FIFO排队规则在过载期间的性能进行比较,并表明LIFO吞吐量和响应时间比FIFO更好。

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