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metadata
license: mit
tags:
  - infinite-dataset-hub
  - synthetic

FaultServer

tags: anomaly detection, server fault logs, uptime prediction

Note: This is an AI-generated dataset so its content may be inaccurate or false

Dataset Description:

The 'FaultServer' dataset comprises of simulated server fault logs aimed at assisting machine learning practitioners in anomaly detection and uptime prediction. The dataset includes features such as timestamps, server identifiers, error codes, error messages, and duration of server downtime. The dataset is labeled to indicate the severity of the server fault, which aids in training predictive models.

CSV Content Preview:

timestamp,server_id,error_code,error_message,downtime_duration,severity_label
2023-04-01T14:23:07Z,srv-001,E404,404 Not Found Error,5,Minor
2023-04-01T15:15:42Z,srv-002,E503,Service Unavailable Error,15,Moderate
2023-04-01T16:30:59Z,srv-003,E000,Internal Server Error,30,Critical
2023-04-01T17:05:33Z,srv-004,E404,404 Not Found Error,2,Minor
2023-04-01T18:47:21Z,srv-005,E503,Service Unavailable Error,20,Moderate

Source of the data:

The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query '':