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README.md

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+---
+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](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query '':
+
+- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=&dataset=FaultServer&tags=anomaly+detection,+server+fault+logs,+uptime+prediction
+- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
+- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub