Supported metrics for Microsoft.MachineLearningServices/workspaces/onlineEndpoints
The following table lists the metrics available for the Microsoft.MachineLearningServices/workspaces/onlineEndpoints resource type.
Table headings
Metric - The metric display name as it appears in the Azure portal.
Name in Rest API - Metric name as referred to in the REST API.
Unit - Unit of measure.
Aggregation - The default aggregation type. Valid values: Average, Minimum, Maximum, Total, Count.
Dimensions - Dimensions available for the metric.
Time Grains - Intervals at which the metric is sampled. For example, PT1M
indicates that the metric is sampled every minute, PT30M
every 30 minutes, PT1H
every hour, and so on.
DS Export- Whether the metric is exportable to Azure Monitor Logs via Diagnostic Settings.
For information on exporting metrics, see Create diagnostic settings in Azure Monitor.
For information on metric retention, see Azure Monitor Metrics overview.
For a list of supported logs, see Supported log categories - Microsoft.MachineLearningServices/workspaces/onlineEndpoints
Category | Metric | Name in REST API | Unit | Aggregation | Dimensions | Time Grains | DS Export |
---|---|---|---|---|---|---|---|
Traffic | Connections Active The total number of concurrent TCP connections active from clients. |
ConnectionsActive |
Count | Average | <none> | PT1M | No |
Traffic | Data Collection Errors Per Minute The number of data collection events dropped per minute. |
DataCollectionErrorsPerMinute |
Count | Minimum, Maximum, Average | deployment , reason , type |
PT1M | No |
Traffic | Data Collection Events Per Minute The number of data collection events processed per minute. |
DataCollectionEventsPerMinute |
Count | Minimum, Maximum, Average | deployment , type |
PT1M | No |
Traffic | Network Bytes The bytes per second served for the endpoint. |
NetworkBytes |
BytesPerSecond | Average | <none> | PT1M | No |
Traffic | New Connections Per Second The average number of new TCP connections per second established from clients. |
NewConnectionsPerSecond |
CountPerSecond | Average | <none> | PT1M | No |
Traffic | Request Latency The average complete interval of time taken for a request to be responded in milliseconds |
RequestLatency |
Milliseconds | Average | deployment |
PT1M | Yes |
Traffic | Request Latency P50 The average P50 request latency aggregated by all request latency values collected over the selected time period |
RequestLatency_P50 |
Milliseconds | Average | deployment |
PT1M | Yes |
Traffic | Request Latency P90 The average P90 request latency aggregated by all request latency values collected over the selected time period |
RequestLatency_P90 |
Milliseconds | Average | deployment |
PT1M | Yes |
Traffic | Request Latency P95 The average P95 request latency aggregated by all request latency values collected over the selected time period |
RequestLatency_P95 |
Milliseconds | Average | deployment |
PT1M | Yes |
Traffic | Request Latency P99 The average P99 request latency aggregated by all request latency values collected over the selected time period |
RequestLatency_P99 |
Milliseconds | Average | deployment |
PT1M | Yes |
Traffic | Requests Per Minute The number of requests sent to online endpoint within a minute |
RequestsPerMinute |
Count | Average | deployment , statusCode , statusCodeClass , modelStatusCode |
PT1M | No |
الملاحظات
https://aka.ms/ContentUserFeedback.
قريبًا: خلال عام 2024، سنتخلص تدريجيًا من GitHub Issues بوصفها آلية إرسال ملاحظات للمحتوى ونستبدلها بنظام ملاحظات جديد. لمزيد من المعلومات، راجعإرسال الملاحظات وعرضها المتعلقة بـ