A prediction method of abnormal operation in cloud cluster environment
A prediction method and group environment technology, applied in the field of network information security, can solve problems such as the lack of effective methods
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[0051] The abnormal operation prediction method under the cloud cluster environment provided by the present invention will be described in detail below in conjunction with the accompanying drawings and specific embodiments.
[0052] like image 3 As shown, the abnormal operation prediction method under the cloud cluster environment provided by the present invention comprises the following steps carried out in order:
[0053] 1) obtain task set from original task set; Original task set among the present invention selects the task data set of the first 10 days in the cluster task performance data set released by Google. The task data set contains 18623 jobs. The present invention randomly selects 18,000 jobs. These jobs include 6.5 million tasks. Each job includes one or more tasks, and all tasks form a task set.
[0054] 2) Extract the static features of the task from the above task set; in the task set with a total amount of N tasks, for the task to be processed, extract the ...
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