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arXiv 2210.08006cs.DC
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2019冠状病毒病之前和期间大型云服务提供商的失败分析

Failure Analysis of Big Cloud Service Providers Prior to and During Covid-19 Period

Muhammad Ahsan, Sacheendra Talluri, Alexandru Iosup

摘要:

云服务对于医疗保健、商业、娱乐和教育等社会功能非常重要。云可以提供各种功能,例如增强的协作和廉价的计算。由于云服务的规模和复杂性,故障是不可避免的,导致可靠性和效率下降。例如,由于漏洞,在流行提供商的云基础设施中发生了许多高严重性故障,导致数小时的中断和用户数据的不可恢复的丢失。关于云故障分析的先前研究是有限的,并且使用新闻文章等来源。但是,需要进行详细的云故障研究,为直接从供应商收集的云故障数据提供分析。此外,应研究新型冠状病毒云故障,因为云服务在整个新型冠状病毒期间发挥了重要作用,因为个人依赖云服务进行在家工作等活动。可以为这项任务编制一个程序。因此,我们将能够更好地理解和减轻云故障,以减少云故障的影响。

英文摘要:

Cloud services are important for societal function such as healthcare, commerce, entertainment and education. Cloud can provide a variety of features such as increased collaboration and inexpensive computing. Failures are unavoidable in cloud services due to the large size and complexity, resulting in decreased reliability and efficiency. For example, due to bugs, many high-severity failures have been occurring in cloud infrastructure of popular providers, causing outages of several hours and the unrecoverable loss of user data. There are prior studies about cloud failure analyses are limited and use sources such as news articles. However, a detailed cloud failure focused study is required that provides analyses for cloud failure data gathered directly from the vendors. Furthermore, the Covid-19 cloud failures should be studied as cloud services played a major role throughout the Covid-19 period, as individuals relied on cloud services for activities such as working from home. A program can be made for this task. As a result, we will be able to better understand and mitigate cloud failures to reduce the effect of cloud failures.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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