Grafana dashboard: Workload Resource Recommendations Based on Usage
Description: Recommended Requests & Limits for Kubernetes Workloads based on historical usage

This dashboard shows historical usage for Kubernetes Workloads and based on that, gives a recommendation for Requests and Limits settings. It has variables for the percentile and overhead amount used to calculate the recommendations, so you can account for workloads with variable load and also adjust limits based on your own appetite to tradeoff reliability against efficiency.

The dashboard uses:
- kubelet cadvisor metrics which would be normally collected via the metrics-server, for container resource usage data
- kube-state-metrics, for details of current requests & limits set
It also relies on a recording rule `node_namespace_pod_container:container_cpu_usage_seconds_total:sum_rate` from kube-prometheus, which is defined as:

```
sum by(cluster, namespace, pod, container) (rate(container_cpu_usage_seconds_total{image!="",job="kubelet",metrics_path="/metrics/cadvisor"}[5m])) * on(cluster, namespace, pod) group_left(node) topk by(cluster, namespace, pod) (1, max by(cluster, namespace, pod, node) (kube_pod_info{node!=""}))
```

{
  "__inputs": [
    {
      "name": "DS_PROMETHEUS",
      "label": "prometheus",
      "description": "",
      "type": "datasource",
      "pluginId": "prometheus",
      "pluginName": "Prometheus"
    }
  ],
  "__requires": [
    {
      "type": "grafana",
      "id": "grafana",
      "name": "Grafana",
      "version": "7.5.4"
    },
    {
      "type": "panel",
      "id": "graph",
      "name": "Graph",
      "version": ""
    },
    {
      "type": "datasource",
      "id": "prometheus",
      "name": "Prometheus",
      "version": "1.0.0"
    },
    {
      "type": "panel",
      "id": "stat",
      "name": "Stat",
      "version": ""
    }
  ],
  "annotations": {
    "list": [
      {
        "builtIn": 1,
        "datasource": "-- Grafana --",
        "enable": true,
        "hide": true,
        "iconColor": "rgba(0, 211, 255, 1)",
        "name": "Annotations & Alerts",
        "type": "dashboard"
      }
    ]
  },
  "editable": true,
  "gnetId": 15154,
  "graphTooltip": 0,
  "id": null,
  "iteration": 1639408821663,
  "links": [],
  "panels": [
    {
      "collapsed": false,
      "datasource": null,
      "gridPos": {
        "h": 1,
        "w": 24,
        "x": 0,
        "y": 0
      },
      "id": 17,
      "panels": [],
      "repeat": null,
      "title": "CPU Usage",
      "type": "row"
    },
    {
      "aliasColors": {},
      "bars": false,
      "dashLength": 10,
      "dashes": false,
      "datasource": "$datasource",
      "fieldConfig": {
        "defaults": {},
        "overrides": []
      },
      "fill": 4,
      "fillGradient": 0,
      "gridPos": {
        "h": 8,
        "w": 17,
        "x": 0,
        "y": 1
      },
      "hiddenSeries": false,
      "id": 1,
      "legend": {
        "avg": false,
        "current": false,
        "max": false,
        "min": false,
        "show": true,
        "total": false,
        "values": false
      },
      "lines": true,
      "linewidth": 0,
      "links": [],
      "nullPointMode": "null as zero",
      "options": {
        "alertThreshold": true
      },
      "percentage": false,
      "pluginVersion": "7.5.4",
      "pointradius": 5,
      "points": false,
      "renderer": "flot",
      "seriesOverrides": [
        {
          "$$hashKey": "object:175",
          "alias": "requests",
          "color": "#F2495C",
          "fill": 0,
          "hideTooltip": true,
          "legend": true,
          "linewidth": 2,
          "stack": false
        },
        {
          "$$hashKey": "object:176",
          "alias": "limits",
          "color": "#FF9830",
          "fill": 0,
          "hideTooltip": true,
          "legend": true,
          "linewidth": 2,
          "stack": false
        },
        {
          "$$hashKey": "object:7542",
          "alias": "suggested requests",
          "fill": 0,
          "lines": true,
          "linewidth": 2
        },
        {
          "$$hashKey": "object:7559",
          "alias": "suggested limits",
          "fill": 0,
          "lines": true,
          "linewidth": 2
        }
      ],
      "spaceLength": 10,
      "stack": false,
      "steppedLine": false,
      "targets": [
        {
          "exemplar": true,
          "expr": "sum(node_namespace_pod_container:container_cpu_usage_seconds_total:sum_rate{namespace=\"$namespace\", pod=~\"$pod\", cluster=\"$cluster\", container=~\"$container\"}) by (pod)",
          "format": "time_series",
          "interval": "",
          "intervalFactor": 2,
          "legendFormat": "{{pod}} - {{container}}",
          "legendLink": null,
          "refId": "A",
          "step": 10
        },
        {
          "exemplar": true,
          "expr": "sum(avg(kube_pod_container_resource_requests{cluster=\"$cluster\", namespace=\"$namespace\", pod=~\"$pod\", resource=\"cpu\", container=~\"$container\"}) by (container))",
          "format": "time_series",
          "hide": false,
          "interval": "",
          "intervalFactor": 2,
          "legendFormat": "requests",
          "legendLink": null,
          "refId": "B",
          "step": 10
        },
        {
          "exemplar": true,
          "expr": "sum(avg(kube_pod_container_resource_limits{cluster=\"$cluster\", namespace=\"$namespace\", pod=~\"$pod\", resource=\"cpu\", container=~\"$container\"}) by (container))\n",
          "format": "time_series",
          "interval": "",
          "intervalFactor": 2,
          "legendFormat": "limits",
          "legendLink": null,
          "refId": "C",
          "step": 10
        }
      ],
      "thresholds": [],
      "timeFrom": null,
      "timeRegions": [],
      "timeShift": null,
      "title": "CPU Usage",
      "tooltip": {
        "shared": false,
        "sort": 0,
        "value_type": "individual"
      },
      "type": "graph",
      "xaxis": {
        "buckets": null,
        "mode": "time",
        "name": null,
        "show": true,
        "values": []
      },
      "yaxes": [
        {
          "$$hashKey": "object:8483",
          "format": "short",
          "label": null,
          "logBase": 1,
          "max": null,
          "min": 0,
          "show": true
        },
        {
          "$$hashKey": "object:8484",
          "format": "short",
          "label": null,
          "logBase": 1,
          "max": null,
          "min": null,
          "show": false
        }
      ],
      "yaxis": {
        "align": false,
        "alignLevel": null
      }
    },
    {
      "datasource": "${DS_PROMETHEUS}",
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "thresholds"
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              },
              {
                "color": "red",
                "value": 80
              }
            ]
          },
          "unit": "CPU"
        },
        "overrides": []
      },
      "gridPos": {
        "h": 8,
        "w": 3,
        "x": 17,
        "y": 1
      },
      "id": 23,
      "options": {
        "colorMode": "value",
        "graphMode": "area",
        "justifyMode": "auto",
        "orientation": "auto",
        "reduceOptions": {
          "calcs": [
            "lastNotNull"
          ],
          "fields": "",
          "values": false
        },
        "text": {},
        "textMode": "auto"
      },
      "pluginVersion": "7.5.4",
      "targets": [
        {
          "exemplar": true,
          "expr": "( 1 + ($cpu_overhead_percent/100) ) * max(quantile_over_time($cpu_percentile,sum(node_namespace_pod_container:container_cpu_usage_seconds_total:sum_rate{namespace=\"$namespace\", pod=~\"$pod\", cluster=\"$cluster\", container=~\"$container\"}) by (pod,namespace,container)[$__range:15m]) * on(pod,namespace) group_left(owner) kube_pod_owner{owner_name=\"$controller\"})",
          "format": "table",
          "hide": false,
          "instant": true,
          "interval": "",
          "legendFormat": "",
          "queryType": "randomWalk",
          "refId": "A"
        }
      ],
      "title": "Suggested CPU Request",
      "type": "stat"
    },
    {
      "datasource": "${DS_PROMETHEUS}",
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "thresholds"
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              },
              {
                "color": "red",
                "value": 80
              }
            ]
          },
          "unit": "CPU"
        },
        "overrides": []
      },
      "gridPos": {
        "h": 8,
        "w": 3,
        "x": 20,
        "y": 1
      },
      "id": 24,
      "options": {
        "colorMode": "value",
        "graphMode": "area",
        "justifyMode": "auto",
        "orientation": "auto",
        "reduceOptions": {
          "calcs": [
            "lastNotNull"
          ],
          "fields": "",
          "values": false
        },
        "text": {},
        "textMode": "auto"
      },
      "pluginVersion": "7.5.4",
      "targets": [
        {
          "exemplar": true,
          "expr": "2 * ( 1 + ($cpu_overhead_percent/100) ) * max(quantile_over_time($cpu_percentile,sum(node_namespace_pod_container:container_cpu_usage_seconds_total:sum_rate{namespace=\"$namespace\", pod=~\"$pod\", cluster=\"$cluster\", container=~\"$container\"}) by (pod,namespace,container)[$__range:15m]) * on(pod,namespace) group_left(owner) kube_pod_owner{owner_name=\"$controller\"})",
          "format": "table",
          "instant": true,
          "interval": "",
          "legendFormat": "",
          "queryType": "randomWalk",
          "refId": "A"
        }
      ],
      "title": "Suggested CPU Limit",
      "type": "stat"
    },
    {
      "collapsed": false,
      "datasource": null,
      "gridPos": {
        "h": 1,
        "w": 24,
        "x": 0,
        "y": 9
      },
      "id": 18,
      "panels": [],
      "repeat": null,
      "title": "Memory Usage",
      "type": "row"
    },
    {
      "aliasColors": {},
      "bars": false,
      "dashLength": 10,
      "dashes": false,
      "datasource": "$datasource",
      "fieldConfig": {
        "defaults": {},
        "overrides": []
      },
      "fill": 7,
      "fillGradient": 0,
      "gridPos": {
        "h": 7,
        "w": 17,
        "x": 0,
        "y": 10
      },
      "hiddenSeries": false,
      "id": 4,
      "legend": {
        "avg": false,
        "current": false,
        "max": false,
        "min": false,
        "show": true,
        "total": false,
        "values": false
      },
      "lines": true,
      "linewidth": 0,
      "links": [],
      "nullPointMode": "null as zero",
      "options": {
        "alertThreshold": true
      },
      "percentage": false,
      "pluginVersion": "7.5.4",
      "pointradius": 5,
      "points": false,
      "renderer": "flot",
      "seriesOverrides": [
        {
          "$$hashKey": "object:1779",
          "alias": "requests",
          "color": "#F2495C",
          "dashes": true,
          "fill": 0,
          "hideTooltip": true,
          "legend": true,
          "linewidth": 2,
          "stack": false
        },
        {
          "$$hashKey": "object:1780",
          "alias": "limits",
          "color": "#FF9830",
          "dashes": true,
          "fill": 0,
          "hideTooltip": true,
          "legend": true,
          "linewidth": 2,
          "stack": false
        },
        {
          "$$hashKey": "object:8173",
          "alias": "recommended requests  + limits",
          "fill": 0,
          "fillGradient": 0,
          "lines": true,
          "linewidth": 2
        }
      ],
      "spaceLength": 10,
      "stack": false,
      "steppedLine": false,
      "targets": [
        {
          "exemplar": true,
          "expr": "sum(container_memory_working_set_bytes{cluster=\"$cluster\", namespace=\"$namespace\", pod=~\"$pod\", container!=\"\", image!=\"\", container=~\"$container\"}) by (pod, container)",
          "format": "time_series",
          "interval": "",
          "intervalFactor": 2,
          "legendFormat": "{{pod}} - {{container}}",
          "legendLink": null,
          "refId": "A",
          "step": 10
        },
        {
          "exemplar": true,
          "expr": "sum(\n    avg(\n      kube_pod_container_resource_requests{cluster=\"$cluster\", namespace=\"$namespace\", pod=~\"$pod\", resource=\"memory\", container=~\"$container\"}\n    ) by (container)\n)\n",
          "format": "time_series",
          "interval": "",
          "intervalFactor": 2,
          "legendFormat": "requests",
          "legendLink": null,
          "refId": "B",
          "step": 10
        },
        {
          "exemplar": true,
          "expr": "sum(\n    avg(\n      kube_pod_container_resource_limits{cluster=\"$cluster\", namespace=\"$namespace\", pod=~\"$pod\", resource=\"memory\", container=~\"$container\"}\n    ) by (container)\n)\n",
          "format": "time_series",
          "hide": false,
          "interval": "",
          "intervalFactor": 2,
          "legendFormat": "limits",
          "legendLink": null,
          "refId": "C",
          "step": 10
        }
      ],
      "thresholds": [],
      "timeFrom": null,
      "timeRegions": [],
      "timeShift": null,
      "title": "Memory Usage",
      "tooltip": {
        "shared": false,
        "sort": 0,
        "value_type": "individual"
      },
      "type": "graph",
      "xaxis": {
        "buckets": null,
        "mode": "time",
        "name": null,
        "show": true,
        "values": []
      },
      "yaxes": [
        {
          "$$hashKey": "object:8283",
          "format": "bytes",
          "label": null,
          "logBase": 1,
          "max": null,
          "min": 0,
          "show": true
        },
        {
          "$$hashKey": "object:8284",
          "format": "short",
          "label": null,
          "logBase": 1,
          "max": null,
          "min": null,
          "show": false
        }
      ],
      "yaxis": {
        "align": false,
        "alignLevel": null
      }
    },
    {
      "datasource": "${DS_PROMETHEUS}",
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "thresholds"
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              },
              {
                "color": "red",
                "value": 80
              }
            ]
          },
          "unit": "bytes"
        },
        "overrides": []
      },
      "gridPos": {
        "h": 7,
        "w": 3,
        "x": 17,
        "y": 10
      },
      "id": 25,
      "options": {
        "colorMode": "value",
        "graphMode": "area",
        "justifyMode": "auto",
        "orientation": "auto",
        "reduceOptions": {
          "calcs": [
            "lastNotNull"
          ],
          "fields": "",
          "values": false
        },
        "text": {},
        "textMode": "auto"
      },
      "pluginVersion": "7.5.4",
      "targets": [
        {
          "exemplar": true,
          "expr": "( 1 + ($memory_overhead_percent/100) ) * max(avg(quantile_over_time($memory_percentile,container_memory_working_set_bytes{cluster=\"$cluster\", namespace=\"$namespace\", pod=~\"$pod\", container!=\"\", image!=\"\", container=~\"$container\"}[$__range])) by (pod,namespace,container) * on(pod,namespace) group_left(owner) kube_pod_owner{owner_name=\"$controller\"})",
          "format": "time_series",
          "instant": true,
          "interval": "",
          "legendFormat": "",
          "queryType": "randomWalk",
          "refId": "A"
        }
      ],
      "title": "Suggested Memory Request",
      "type": "stat"
    },
    {
      "datasource": "${DS_PROMETHEUS}",
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "thresholds"
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              },
              {
                "color": "red",
                "value": 80
              }
            ]
          },
          "unit": "bytes"
        },
        "overrides": []
      },
      "gridPos": {
        "h": 7,
        "w": 3,
        "x": 20,
        "y": 10
      },
      "id": 26,
      "options": {
        "colorMode": "value",
        "graphMode": "area",
        "justifyMode": "auto",
        "orientation": "auto",
        "reduceOptions": {
          "calcs": [
            "lastNotNull"
          ],
          "fields": "",
          "values": false
        },
        "text": {},
        "textMode": "auto"
      },
      "pluginVersion": "7.5.4",
      "targets": [
        {
          "exemplar": true,
          "expr": "( 1 + ($memory_overhead_percent/100) ) * max(avg(quantile_over_time($memory_percentile,container_memory_working_set_bytes{cluster=\"$cluster\", namespace=\"$namespace\", pod=~\"$pod\", container!=\"\", image!=\"\", container=~\"$container\"}[$__range])) by (pod,namespace,container) * on(pod,namespace) group_left(owner) kube_pod_owner{owner_name=\"$controller\"}) ",
          "format": "time_series",
          "instant": true,
          "interval": "",
          "legendFormat": "",
          "queryType": "randomWalk",
          "refId": "A"
        }
      ],
      "title": "Suggested Memory Limit",
      "type": "stat"
    }
  ],
  "refresh": false,
  "schemaVersion": 27,
  "style": "dark",
  "tags": [],
  "templating": {
    "list": [
      {
        "current": {
          "selected": false,
          "text": "prometheus",
          "value": "prometheus"
        },
        "description": null,
        "error": null,
        "hide": 0,
        "includeAll": false,
        "label": null,
        "multi": false,
        "name": "datasource",
        "options": [],
        "query": "prometheus",
        "queryValue": "",
        "refresh": 1,
        "regex": "",
        "skipUrlSync": false,
        "type": "datasource"
      },
      {
        "allValue": null,
        "current": {},
        "datasource": "$datasource",
        "definition": "",
        "description": null,
        "error": null,
        "hide": 2,
        "includeAll": false,
        "label": null,
        "multi": false,
        "name": "cluster",
        "options": [],
        "query": {
          "query": "label_values(kube_pod_info, cluster)",
          "refId": "prometheus-cluster-Variable-Query"
        },
        "refresh": 2,
        "regex": "",
        "skipUrlSync": false,
        "sort": 1,
        "tagValuesQuery": "",
        "tags": [],
        "tagsQuery": "",
        "type": "query",
        "useTags": false
      },
      {
        "allValue": null,
        "current": {},
        "datasource": "$datasource",
        "definition": "",
        "description": null,
        "error": null,
        "hide": 0,
        "includeAll": false,
        "label": null,
        "multi": false,
        "name": "namespace",
        "options": [],
        "query": {
          "query": "label_values(kube_pod_info{cluster=\"$cluster\"}, namespace)",
          "refId": "prometheus-namespace-Variable-Query"
        },
        "refresh": 2,
        "regex": "",
        "skipUrlSync": false,
        "sort": 1,
        "tagValuesQuery": "",
        "tags": [],
        "tagsQuery": "",
        "type": "query",
        "useTags": false
      },
      {
        "allValue": null,
        "current": {},
        "datasource": "${DS_PROMETHEUS}",
        "definition": "label_values(kube_pod_owner{namespace=\"$namespace\"},owner_name)",
        "description": null,
        "error": null,
        "hide": 0,
        "includeAll": false,
        "label": null,
        "multi": false,
        "name": "controller",
        "options": [],
        "query": {
          "query": "label_values(kube_pod_owner{namespace=\"$namespace\"},owner_name)",
          "refId": "StandardVariableQuery"
        },
        "refresh": 1,
        "regex": "",
        "skipUrlSync": false,
        "sort": 1,
        "tagValuesQuery": "",
        "tags": [],
        "tagsQuery": "",
        "type": "query",
        "useTags": false
      },
      {
        "allValue": ".*",
        "current": {},
        "datasource": "${DS_PROMETHEUS}",
        "definition": "label_values(kube_pod_container_info{cluster=\"$cluster\", namespace=\"$namespace\",pod=~\"$pod\"}, container)",
        "description": null,
        "error": null,
        "hide": 0,
        "includeAll": true,
        "label": null,
        "multi": false,
        "name": "container",
        "options": [],
        "query": {
          "query": "label_values(kube_pod_container_info{cluster=\"$cluster\", namespace=\"$namespace\",pod=~\"$pod\"}, container)",
          "refId": "StandardVariableQuery"
        },
        "refresh": 1,
        "regex": "",
        "skipUrlSync": false,
        "sort": 1,
        "tagValuesQuery": "",
        "tags": [],
        "tagsQuery": "",
        "type": "query",
        "useTags": false
      },
      {
        "allValue": "$controller(.*)",
        "current": {},
        "datasource": "${DS_PROMETHEUS}",
        "definition": "label_values(kube_pod_owner{namespace=\"$namespace\",owner_name=\"$controller\"},pod)",
        "description": null,
        "error": null,
        "hide": 0,
        "includeAll": true,
        "label": null,
        "multi": true,
        "name": "pod",
        "options": [],
        "query": {
          "query": "label_values(kube_pod_owner{namespace=\"$namespace\",owner_name=\"$controller\"},pod)",
          "refId": "StandardVariableQuery"
        },
        "refresh": 1,
        "regex": "",
        "skipUrlSync": false,
        "sort": 0,
        "tagValuesQuery": "",
        "tags": [],
        "tagsQuery": "",
        "type": "query",
        "useTags": false
      },
      {
        "allValue": null,
        "current": {
          "selected": false,
          "text": "50",
          "value": "50"
        },
        "description": null,
        "error": null,
        "hide": 0,
        "includeAll": false,
        "label": null,
        "multi": false,
        "name": "memory_overhead_percent",
        "options": [
          {
            "selected": true,
            "text": "50",
            "value": "50"
          },
          {
            "selected": false,
            "text": "0",
            "value": "0"
          },
          {
            "selected": false,
            "text": "10",
            "value": "10"
          },
          {
            "selected": false,
            "text": "25",
            "value": "25"
          },
          {
            "selected": false,
            "text": "100",
            "value": "100"
          }
        ],
        "query": "50,0,10,25,100",
        "queryValue": "",
        "skipUrlSync": false,
        "type": "custom"
      },
      {
        "allValue": null,
        "current": {
          "selected": true,
          "text": "0.95",
          "value": "0.95"
        },
        "description": null,
        "error": null,
        "hide": 0,
        "includeAll": false,
        "label": null,
        "multi": false,
        "name": "cpu_percentile",
        "options": [
          {
            "selected": true,
            "text": "0.95",
            "value": "0.95"
          },
          {
            "selected": false,
            "text": "0.5",
            "value": "0.5"
          },
          {
            "selected": false,
            "text": "0.75",
            "value": "0.75"
          },
          {
            "selected": false,
            "text": "0.9",
            "value": "0.9"
          },
          {
            "selected": false,
            "text": "0.99",
            "value": "0.99"
          },
          {
            "selected": false,
            "text": "0.999",
            "value": "0.999"
          }
        ],
        "query": "0.95,0.5,0.75,0.9,0.99,0.999",
        "queryValue": "",
        "skipUrlSync": false,
        "type": "custom"
      },
      {
        "allValue": null,
        "current": {
          "selected": true,
          "text": "0.99",
          "value": "0.99"
        },
        "description": null,
        "error": null,
        "hide": 0,
        "includeAll": false,
        "label": null,
        "multi": false,
        "name": "memory_percentile",
        "options": [
          {
            "selected": true,
            "text": "0.99",
            "value": "0.99"
          },
          {
            "selected": false,
            "text": "0.5",
            "value": "0.5"
          },
          {
            "selected": false,
            "text": "0.75",
            "value": "0.75"
          },
          {
            "selected": false,
            "text": "0.9",
            "value": "0.9"
          },
          {
            "selected": false,
            "text": "0.95",
            "value": "0.95"
          },
          {
            "selected": false,
            "text": "0.999",
            "value": "0.999"
          }
        ],
        "query": "0.99,0.5,0.75,0.9,0.95,0.999",
        "queryValue": "",
        "skipUrlSync": false,
        "type": "custom"
      },
      {
        "allValue": null,
        "current": {
          "selected": false,
          "text": "10",
          "value": "10"
        },
        "description": null,
        "error": null,
        "hide": 0,
        "includeAll": false,
        "label": null,
        "multi": false,
        "name": "cpu_overhead_percent",
        "options": [
          {
            "selected": true,
            "text": "10",
            "value": "10"
          },
          {
            "selected": false,
            "text": "0",
            "value": "0"
          },
          {
            "selected": false,
            "text": "5",
            "value": "5"
          },
          {
            "selected": false,
            "text": "25",
            "value": "25"
          },
          {
            "selected": false,
            "text": "50",
            "value": "50"
          },
          {
            "selected": false,
            "text": "100",
            "value": "100"
          }
        ],
        "query": "10,0,5,25,50,100",
        "queryValue": "",
        "skipUrlSync": false,
        "type": "custom"
      }
    ]
  },
  "time": {
    "from": "now-2d",
    "to": "now"
  },
  "timepicker": {
    "refresh_intervals": [
      "5s",
      "10s",
      "30s",
      "1m",
      "5m",
      "15m",
      "30m",
      "1h",
      "2h",
      "1d"
    ],
    "time_options": [
      "5m",
      "15m",
      "1h",
      "6h",
      "12h",
      "24h",
      "2d",
      "7d",
      "30d"
    ]
  },
  "timezone": "UTC",
  "title": "Workload Resource Recommendations Based on Usage",
  "uid": "g4IZMfd7k",
  "version": 21,
  "description": "Recommended Requests & Limits for Kubernetes Workloads based on historical usage"
}