Dataset Viewer
idx
int64 0
99
| timestamp
stringlengths 20
20
| server_id
stringclasses 15
values | error_code
stringlengths 4
5
| error_message
stringlengths 12
39
| downtime_duration
int64 1
300
| severity_label
stringclasses 3
values |
|---|---|---|---|---|---|---|
0 | 2023-04-01T14:23:07Z | srv-001 | E404 | 404 Not Found Error | 5 | Minor |
1 | 2023-04-01T15:15:42Z | srv-002 | E503 | Service Unavailable Error | 15 | Moderate |
2 | 2023-04-01T16:30:59Z | srv-003 | E000 | Internal Server Error | 30 | Critical |
3 | 2023-04-01T17:05:33Z | srv-004 | E404 | 404 Not Found Error | 2 | Minor |
4 | 2023-04-01T18:47:21Z | srv-005 | E503 | Service Unavailable Error | 20 | Moderate |
5 | 2023-04-01T19:21:14Z | srv-006 | E404 | 404 Not Found Error | 3 | Minor |
6 | 2023-04-02T09:10:12Z | srv-006 | E504 | 504 Gateway Timeout Error | 30 | Moderate |
7 | 2023-04-02T02:31:10Z | srv-006 | E600 | Database Connection Failure | 60 | Critical |
8 | 2023-04-02T09:15:02Z | srv-006 | E400 | Bad Request Error | 1 | Minor |
9 | 2023-04-01T16:00:15Z | srv-006 | E500 | Internal Server Error | 10 | Moderate |
10 | 2023-04-01T12:00:00Z | srv-006 | E000 | Internal Server Error | 45 | Critical |
11 | 2023-04-02T09:20:10Z | srv-006 | E400 | Bad Request Error | 1 | Minor |
12 | 2023-04-02T09:32:15Z | srv-006 | E007 | 503 Service Temporarily Unavailable | 10 | Moderate |
13 | 2023-04-02T03:45:00Z | srv-006 | E000 | Internal Server Error | 45 | Critical |
14 | 2023-04-02T02:12:08Z | srv-006 | E500 | 500 Internal Server Error | 10 | Minor |
15 | 2023-04-01T20:35:48Z | srv-007 | E502 | Bad Gateway Error | 4 | Minor |
16 | 2023-04-02T10:00:56Z | srv-007 | E403 | 403 Forbidden Error | 20 | Moderate |
17 | 2023-04-02T03:45:22Z | srv-007 | E700 | Network Timeout Error | 120 | Critical |
18 | 2023-04-02T10:01:47Z | srv-007 | E500 | Internal Server Error | 1 | Minor |
19 | 2023-04-01T17:25:47Z | srv-007 | E501 | 501 Not Found Error | 20 | Moderate |
20 | 2023-04-01T12:30:00Z | srv-007 | E000 | Internal Server Error | 60 | Critical |
21 | 2023-04-02T10:45:22Z | srv-007 | E500 | Internal Server Error | 3 | Minor |
22 | 2023-04-02T11:11:48Z | srv-007 | E502 | Bad Gateway Error | 25 | Moderate |
23 | 2023-04-02T12:10:12Z | srv-007 | E001 | Database Connection Error | 60 | Critical |
24 | 2023-04-02T03:45:30Z | srv-007 | E403 | 403 Forbidden Error | 3 | Minor |
25 | 2023-04-01T21:50:25Z | srv-008 | E403 | Forbidden Access Error | 2 | Minor |
26 | 2023-04-02T11:15:30Z | srv-008 | E505 | 505 HTTP Version Not Supported Error | 10 | Moderate |
27 | 2023-04-02T04:58:44Z | srv-008 | E800 | Payment Gateway Timeout | 30 | Critical |
28 | 2023-04-02T11:23:30Z | srv-008 | E403 | Forbidden Error | 2 | Minor |
29 | 2023-04-01T19:00:00Z | srv-008 | E502 | 502 Bad Gateway Error | 15 | Moderate |
30 | 2023-04-01T13:15:00Z | srv-008 | E000 | Internal Server Error | 55 | Critical |
31 | 2023-04-02T11:35:45Z | srv-008 | E403 | Forbidden Error | 4 | Minor |
32 | 2023-04-02T13:25:03Z | srv-008 | E400 | Bad Request Error | 12 | Moderate |
33 | 2023-04-02T14:35:37Z | srv-008 | E002 | Timeout Error | 35 | Critical |
34 | 2023-04-02T04:58:21Z | srv-008 | E401 | 401 Unauthorized Error | 4 | Minor |
35 | 2023-04-01T22:08:11Z | srv-009 | E500 | Internal Server Error | 5 | Minor |
36 | 2023-04-02T12:30:04Z | srv-009 | E502 | 502 Bad Gateway Error | 25 | Moderate |
37 | 2023-04-02T05:33:01Z | srv-009 | E900 | Memory Overflow Error | 90 | Critical |
38 | 2023-04-02T12:18:55Z | srv-009 | E408 | Not Found Error | 1 | Minor |
39 | 2023-04-01T20:15:34Z | srv-009 | E503 | Service Unavailable Error | 25 | Moderate |
40 | 2023-04-01T14:45:00Z | srv-009 | E000 | Internal Server Error | 50 | Critical |
41 | 2023-04-02T12:50:33Z | srv-009 | E405 | Method Not Allowed Error | 6 | Minor |
42 | 2023-04-02T14:56:59Z | srv-009 | E000 | Internal Server Error | 45 | Moderate |
43 | 2023-04-02T16:50:50Z | srv-009 | E003 | Memory Overflow Error | 55 | Critical |
44 | 2023-04-02T05:23:55Z | srv-009 | E408 | 408 Request Timeout | 8 | Minor |
45 | 2023-04-01T23:17:43Z | srv-010 | E404 | 404 Not Found Error | 1 | Minor |
46 | 2023-04-02T13:45:40Z | srv-010 | E409 | 409 Conflict Error | 15 | Moderate |
47 | 2023-04-02T06:25:15Z | srv-010 | E1000 | Unauthorized Access Attempt | 45 | Critical |
48 | 2023-04-02T13:45:19Z | srv-010 | E418 | Not Acceptable Error | 1 | Minor |
49 | 2023-04-01T21:30:05Z | srv-010 | E504 | 504 Gateway Timeout Error | 10 | Moderate |
50 | 2023-04-01T15:00:00Z | srv-010 | E000 | Internal Server Error | 65 | Critical |
51 | 2023-04-02T13:25:01Z | srv-010 | E406 | Not Acceptable Error | 2 | Minor |
52 | 2023-04-02T16:33:37Z | srv-010 | E504 | 504 Gateway Timeout | 20 | Moderate |
53 | 2023-04-02T19:25:45Z | srv-010 | E004 | Network Timeout Error | 25 | Critical |
54 | 2023-04-02T06:17:12Z | srv-010 | E400 | 400 Bad Request Error | 6 | Minor |
55 | 2023-04-02T00:26:59Z | srv-011 | E401 | Unauthorized Access Error | 2 | Minor |
56 | 2023-04-02T14:55:22Z | srv-011 | E501 | 501 Not Implemented Error | 20 | Moderate |
57 | 2023-04-02T07:12:57Z | srv-011 | E1100 | System Crash | 300 | Critical |
58 | 2023-04-02T14:30:04Z | srv-011 | E502 | Bad Gateway Error | 3 | Minor |
59 | 2023-04-01T22:45:11Z | srv-011 | E505 | 505 Insufficient Storage Error | 5 | Moderate |
60 | 2023-04-01T16:00:00Z | srv-011 | E000 | Internal Server Error | 30 | Critical |
61 | 2023-04-02T14:10:55Z | srv-011 | E401 | Unauthorized Error | 1 | Minor |
62 | 2023-04-02T17:47:14Z | srv-011 | E002 | Internal Server Error | 35 | Moderate |
63 | 2023-04-03T11:00:00Z | srv-011 | E005 | File System Error | 65 | Critical |
64 | 2023-04-02T07:30:48Z | srv-011 | E501 | 501 Not Implemented Error | 2 | Minor |
65 | 2023-04-02T01:41:32Z | srv-012 | E404 | 404 Not Found Error | 2 | Minor |
66 | 2023-04-02T16:10:07Z | srv-012 | E506 | 506 Upgrade Required Error | 30 | Moderate |
67 | 2023-04-02T08:01:28Z | srv-012 | E1200 | Hardware Failure | 180 | Critical |
68 | 2023-04-02T15:50:23Z | srv-012 | E405 | Method Not Allowed Error | 2 | Minor |
69 | 2023-04-01T23:55:59Z | srv-012 | E506 | 506 Misrouted Request Error | 15 | Moderate |
70 | 2023-04-01T17:10:00Z | srv-012 | E000 | Internal Server Error | 40 | Critical |
71 | 2023-04-02T15:05:39Z | srv-012 | E409 | Conflict Error | 7 | Minor |
72 | 2023-04-02T19:22:06Z | srv-012 | E501 | 501 Not Implemented Error | 30 | Moderate |
73 | 2023-04-03T13:30:25Z | srv-012 | E006 | External Service Unavailable Error | 70 | Critical |
74 | 2023-04-02T08:09:07Z | srv-012 | E402 | 402 Payment Required Error | 7 | Minor |
75 | 2023-04-02T02:56:16Z | srv-013 | E502 | Bad Gateway Error | 3 | Minor |
76 | 2023-04-02T17:25:48Z | srv-013 | E407 | 407 Proxy Authentication Required Error | 20 | Moderate |
77 | 2023-04-02T09:16:34Z | srv-013 | E1300 | Critical System Process Hang | 15 | Critical |
78 | 2023-04-02T16:42:18Z | srv-013 | E406 | Not Acceptable Error | 1 | Minor |
79 | 2023-04-02T00:15:22Z | srv-013 | E507 | 507 Proxy Authentication Required Error | 20 | Moderate |
80 | 2023-04-01T18:20:00Z | srv-013 | E000 | Internal Server Error | 70 | Critical |
81 | 2023-04-02T16:40:47Z | srv-013 | E410 | Precondition Failed Error | 5 | Minor |
82 | 2023-04-02T20:15:43Z | srv-013 | E401 | Unauthorized Error | 8 | Moderate |
83 | 2023-04-03T17:00:40Z | srv-013 | E007 | Application Crash Error | 20 | Critical |
84 | 2023-04-02T09:24:15Z | srv-013 | E405 | 405 Method Not Allowed Error | 9 | Minor |
85 | 2023-04-02T04:10:00Z | srv-014 | E403 | Forbidden Access Error | 2 | Minor |
86 | 2023-04-02T18:40:11Z | srv-014 | E500 | 500 Internal Server Error | 10 | Moderate |
87 | 2023-04-02T10:03:47Z | srv-014 | E1400 | Firewall Breach Detected | 60 | Critical |
88 | 2023-04-02T17:33:54Z | srv-014 | E409 | Payment Required Error | 1 | Minor |
89 | 2023-04-02T01:30:33Z | srv-014 | E508 | 508 Loop Detected Error | 10 | Moderate |
90 | 2023-04-01T19:00:00Z | srv-014 | E000 | Internal Server Error | 55 | Critical |
91 | 2023-04-02T17:35:23Z | srv-014 | E411 | Bad Gateway Error | 4 | Minor |
92 | 2023-04-02T21:09:55Z | srv-014 | E004 | Bad Gateway Error | 18 | Moderate |
93 | 2023-04-03T20:15:00Z | srv-014 | E008 | Power Failure Error | 40 | Critical |
94 | 2023-04-02T10:39:59Z | srv-014 | E406 | 406 Not Acceptable Error | 5 | Minor |
95 | 2023-04-02T05:17:48Z | srv-015 | E401 | Unauthorized Access Error | 2 | Minor |
96 | 2023-04-02T19:55:33Z | srv-015 | E401 | 401 Unauthorized Error | 15 | Moderate |
98 | 2023-04-02T18:25:46Z | srv-015 | E412 | Length Required Error | 2 | Minor |
99 | 2023-04-02T02:45:45Z | srv-015 | E509 | 509 Unauthorized Access Error | 25 | Moderate |
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 '':
- 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
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