diff --git a/alerts/Merlin7/LoginNodeLoadHigh.json b/alerts/Merlin7/LoginNodeLoadHigh.json
index b63e003..5c94696 100644
--- a/alerts/Merlin7/LoginNodeLoadHigh.json
+++ b/alerts/Merlin7/LoginNodeLoadHigh.json
@@ -3,7 +3,7 @@
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     "namespace": "default",
     "uid": null,
-    "resourceVersion": "15",
+    "resourceVersion": "16",
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       "grafana.app/folder": "bf7geueotdmgwc",
       "grafana.com/group": "5m-check-interval",
@@ -12,9 +12,9 @@
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       "grafana.app/updatedBy": "ff52p5ojz4b28c",
-      "grafana.app/updatedTimestamp": "2026-07-10T06:59:14Z",
+      "grafana.app/updatedTimestamp": "2026-07-16T12:20:07Z",
       "grafana.com/provenance": "",
-      "grafana.com/updateTimestamp": "2026-07-10T06:59:14Z",
+      "grafana.com/updateTimestamp": "2026-07-16T12:20:07Z",
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diff --git a/dashboards/Merlin7/Merlin7_Slurm_Native_OpenMetrics.json b/dashboards/Merlin7/Merlin7_Slurm_Native_OpenMetrics.json
index 314336a..da6f5c9 100644
--- a/dashboards/Merlin7/Merlin7_Slurm_Native_OpenMetrics.json
+++ b/dashboards/Merlin7/Merlin7_Slurm_Native_OpenMetrics.json
@@ -1069,7 +1069,11 @@
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         "legend": {
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+          "calcs": [
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           "showLegend": true
@@ -1970,7 +1974,7 @@
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+      "collapsed": false,
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@@ -1978,930 +1982,928 @@
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+      },
+      "gridPos": {
+        "h": 8,
+        "w": 12,
+        "x": 12,
+        "y": 55
+      },
+      "id": 124,
+      "options": {
+        "annotations": {
+          "clustering": -1,
+          "multiLane": false
+        },
+        "legend": {
+          "calcs": [],
+          "displayMode": "list",
+          "placement": "bottom",
+          "showLegend": true
+        },
+        "tooltip": {
+          "hideZeros": false,
+          "mode": "multi",
+          "sort": "desc"
+        }
+      },
+      "pluginVersion": "13.0.1+security-01",
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "uid": "merlin-mimir"
+          },
+          "editorMode": "code",
+          "expr": "slurm_user_jobs_memory_alloc{slurm_cluster=\"$slurm_cluster\",instance=~\".*01\"} / slurm_user_jobs_cpus_alloc{slurm_cluster=\"$slurm_cluster\",instance=~\".*01\"}",
+          "instant": false,
+          "legendFormat": "{{username}}",
+          "range": true,
+          "refId": "A"
+        }
+      ],
+      "title": "Users' avg. memory per alloc. CPU",
+      "type": "timeseries"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "merlin-mimir"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "palette-classic"
+          },
+          "custom": {
+            "axisBorderShow": false,
+            "axisCenteredZero": false,
+            "axisColorMode": "text",
+            "axisLabel": "",
+            "axisPlacement": "auto",
+            "barAlignment": 0,
+            "barWidthFactor": 0.6,
+            "drawStyle": "bars",
+            "fillOpacity": 0,
+            "gradientMode": "none",
+            "hideFrom": {
+              "legend": false,
+              "tooltip": false,
+              "viz": false
+            },
+            "insertNulls": false,
+            "lineInterpolation": "linear",
+            "lineWidth": 1,
+            "pointSize": 5,
+            "scaleDistribution": {
+              "type": "linear"
+            },
+            "showPoints": "auto",
+            "showValues": false,
+            "spanNulls": false,
+            "stacking": {
+              "group": "A",
+              "mode": "normal"
+            },
+            "thresholdsStyle": {
+              "mode": "off"
+            }
+          },
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": 0
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          }
+        }
+      },
+      "gridPos": {
+        "h": 8,
+        "w": 12,
+        "x": 0,
+        "y": 63
+      },
+      "id": 123,
+      "options": {
+        "annotations": {
+          "clustering": -1,
+          "multiLane": false
+        },
+        "legend": {
+          "calcs": [],
+          "displayMode": "list",
+          "placement": "bottom",
+          "showLegend": true
+        },
+        "tooltip": {
+          "hideZeros": false,
+          "mode": "single",
+          "sort": "none"
+        }
+      },
+      "pluginVersion": "13.0.1+security-01",
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "uid": "merlin-mimir"
+          },
+          "editorMode": "code",
+          "expr": "slurm_user_jobs_cancelled{slurm_cluster=\"$slurm_cluster\",instance=~\".*01\"}",
+          "instant": false,
+          "legendFormat": "{{username}}",
+          "range": true,
+          "refId": "A"
+        }
+      ],
+      "title": "Cancelled jobs per user",
+      "type": "timeseries"
+    },
     {
       "collapsed": true,
       "gridPos": {
         "h": 1,
         "w": 24,
         "x": 0,
-        "y": 31
+        "y": 71
       },
       "id": 130,
       "panels": [
@@ -2989,7 +2991,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 32
+            "y": 72
           },
           "id": 20,
           "options": {
@@ -3121,7 +3123,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 32
+            "y": 72
           },
           "id": 21,
           "options": {
@@ -3239,7 +3241,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 40
+            "y": 80
           },
           "id": 22,
           "options": {
@@ -3346,7 +3348,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 40
+            "y": 80
           },
           "id": 23,
           "options": {
@@ -3393,7 +3395,7 @@
         "h": 1,
         "w": 24,
         "x": 0,
-        "y": 32
+        "y": 72
       },
       "id": 131,
       "panels": [
@@ -3460,7 +3462,7 @@
             "h": 8,
             "w": 8,
             "x": 0,
-            "y": 33
+            "y": 73
           },
           "id": 30,
           "options": {
@@ -3560,7 +3562,7 @@
             "h": 8,
             "w": 8,
             "x": 8,
-            "y": 33
+            "y": 73
           },
           "id": 31,
           "options": {
@@ -3661,7 +3663,7 @@
             "h": 8,
             "w": 8,
             "x": 16,
-            "y": 33
+            "y": 73
           },
           "id": 32,
           "options": {
@@ -3708,7 +3710,7 @@
         "h": 1,
         "w": 24,
         "x": 0,
-        "y": 33
+        "y": 73
       },
       "id": 132,
       "panels": [
@@ -3775,7 +3777,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 34
+            "y": 74
           },
           "id": 11,
           "options": {
@@ -3866,7 +3868,7 @@
         "h": 1,
         "w": 24,
         "x": 0,
-        "y": 34
+        "y": 74
       },
       "id": 133,
       "panels": [
@@ -3934,7 +3936,7 @@
             "h": 8,
             "w": 8,
             "x": 0,
-            "y": 35
+            "y": 75
           },
           "id": 50,
           "options": {
@@ -4067,7 +4069,7 @@
             "h": 8,
             "w": 8,
             "x": 8,
-            "y": 35
+            "y": 75
           },
           "id": 51,
           "options": {
@@ -4200,7 +4202,7 @@
             "h": 8,
             "w": 8,
             "x": 16,
-            "y": 35
+            "y": 75
           },
           "id": 52,
           "options": {
@@ -4334,7 +4336,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 43
+            "y": 83
           },
           "id": 53,
           "options": {
@@ -4434,7 +4436,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 43
+            "y": 83
           },
           "id": 54,
           "options": {
@@ -4555,5 +4557,5 @@
   "timezone": "browser",
   "title": "Merlin7 Slurm Native OpenMetrics",
   "uid": "de7rpsq1merlin7slurm1",
-  "version": 29
+  "version": 32
 }
diff --git a/receivers/Merlin_Alarms.json b/receivers/Merlin_Alarms.json
index 3ae3756..33e3c02 100644
--- a/receivers/Merlin_Alarms.json
+++ b/receivers/Merlin_Alarms.json
@@ -12,7 +12,7 @@
       "grafana.com/access/canWrite": "true",
       "grafana.com/canUse": "true",
       "grafana.com/inUse/routes": "1",
-      "grafana.com/inUse/rules": "3"
+      "grafana.com/inUse/rules": "2"
     }
   },
   "spec": {