Application failures can be caused by a number of coding problems, each of which you must investigate by using the data collection and analysis techniques and tools available.

很多代码问题都会导致应用程序失败，对每个问题您都必须使用数据收集和分析技术以及合适的工具来研究。

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For example, during detailed analysis, you might want to simplify the data gathering and reduce the overhead by focusing the metrics on the classes belonging to one specific application.

例如，在详细分析过程中，您可能希望通过将度量集中于属于一个特定应用程序的类，简化数据收集和减少开销。

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Analysis of the data involves identifying the following application characteristics to determine various optimal values.

数据的分析涉及找出应用程序的以下特征以确定各种最佳值。

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He notes that big data and big data analysis is a growing application in the cloud.

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They did so while also enabling faster onboarding for newly acquired companies and making the most of their data center consolidation efforts, application portfolio analysis, service desk convergence, and heavy automation at all levels.

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