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    • 1. 发明授权
    • Modeling file system operation streams
    • 建模文件系统操作流
    • US07603372B1
    • 2009-10-13
    • US10976659
    • 2004-10-29
    • Richard E. Honicky, Jr.Swaminathan RamanyDarren Sawyer
    • Richard E. Honicky, Jr.Swaminathan RamanyDarren Sawyer
    • G06F17/00
    • G06F11/3414G06F11/3447G06F11/3476Y10S706/902Y10S707/99931Y10S707/99942Y10S707/99943Y10S707/99945
    • A method and a system for modeling file system operation streams of a computing environment. File system operations of the file system operation streams are workloads produced by the devices of the computing environment. For example, a device of the computing environment produces the workloads, which are requests for information from a storage system of the computing environment. The requests are captured and form traces. The traces are then used as input to a model of the computing environment. The model is iteratively trained by using the traces to learn the dynamic behavior of the computing environment. Specifically, the model is trained to identify sequences of file system operations that are legal. Legal sequences can then be generated in realistic workloads that simulate the workloads produced by the devices of the computing environment to a high degree of probability.
    • 一种用于对计算环境的文件系统操作流进行建模的方法和系统。 文件系统操作流的文件系统操作是由计算环境的设备产生的工作负载。 例如,计算环境的设备产生工作负载,这是来自计算环境的存储系统的信息请求。 请求被捕获和表单跟踪。 然后将轨迹用作计算环境模型的输入。 通过使用跟踪来学习计算环境的动态行为来迭代地训练该模型。 具体来说,该模型被训练以识别合法的文件系统操作的序列。 然后可以在现实的工作负载中生成法律序列,以高度概率模拟计算环境的设备产生的工作负载。