diff --git a/historyserver/config/raycluster.yaml b/historyserver/config/raycluster.yaml
index d8eaaeed479..bd16764261d 100644
--- a/historyserver/config/raycluster.yaml
+++ b/historyserver/config/raycluster.yaml
@@ -20,10 +20,18 @@ spec:
         affinity:
         containers:
         - env:
+          - name: RAY_enable_ray_event
+            value: "true"
           - name: RAY_enable_core_worker_ray_event_to_aggregator
-            value: "1"
+            value: "true"
           - name: RAY_DASHBOARD_AGGREGATOR_AGENT_EVENTS_EXPORT_ADDR
             value: "http://localhost:8084/v1/events"
+            # in ray 2.52.0, we need to set RAY_DASHBOARD_AGGREGATOR_AGENT_EXPOSABLE_EVENT_TYPES
+            # in ray 2.53.0 (noy yet done). we need to set RAY_DASHBOARD_AGGREGATOR_AGENT_PUBLISHER_HTTP_ENDPOINT_EXPOSABLE_EVENT_TYPES
+          - name: RAY_DASHBOARD_AGGREGATOR_AGENT_EXPOSABLE_EVENT_TYPES
+            value: "TASK_DEFINITION_EVENT,TASK_LIFECYCLE_EVENT,ACTOR_TASK_DEFINITION_EVENT,
+                    TASK_PROFILE_EVENT,DRIVER_JOB_DEFINITION_EVENT,DRIVER_JOB_LIFECYCLE_EVENT,
+                    ACTOR_DEFINITION_EVENT,ACTOR_LIFECYCLE_EVENT,NODE_DEFINITION_EVENT,NODE_LIFECYCLE_EVENT"
           image: rayproject/ray:2.52.0
           imagePullPolicy: IfNotPresent
           command:
@@ -105,10 +113,10 @@ spec:
   workerGroupSpecs:
   - groupName: cpu
     maxReplicas: 1000
-    minReplicas: 0
+    minReplicas: 1
     numOfHosts: 1
     rayStartParams: {}
-    replicas: 0
+    replicas: 1
     template:
       metadata:
         labels:
@@ -117,10 +125,18 @@ spec:
         imagePullSecrets:
         containers:
         - env:
+          - name: RAY_enable_ray_event
+            value: "true"
           - name: RAY_enable_core_worker_ray_event_to_aggregator
-            value: "1"
+            value: "true"
           - name: RAY_DASHBOARD_AGGREGATOR_AGENT_EVENTS_EXPORT_ADDR
             value: "http://localhost:8084/v1/events"
+            # in ray 2.52.0, we need to set RAY_DASHBOARD_AGGREGATOR_AGENT_EXPOSABLE_EVENT_TYPES
+            # in ray 2.53.0 (not yet done). we need to set RAY_DASHBOARD_AGGREGATOR_AGENT_PUBLISHER_HTTP_ENDPOINT_EXPOSABLE_EVENT_TYPES
+          - name: RAY_DASHBOARD_AGGREGATOR_AGENT_EXPOSABLE_EVENT_TYPES
+            value: "TASK_DEFINITION_EVENT,TASK_LIFECYCLE_EVENT,ACTOR_TASK_DEFINITION_EVENT,
+                    TASK_PROFILE_EVENT,DRIVER_JOB_DEFINITION_EVENT,DRIVER_JOB_LIFECYCLE_EVENT,
+                    ACTOR_DEFINITION_EVENT,ACTOR_LIFECYCLE_EVENT,NODE_DEFINITION_EVENT,NODE_LIFECYCLE_EVENT"
           image: rayproject/ray:2.52.0
           command:
           - 'echo "=========================================="; [ -d "/tmp/ray/session_latest" ] && dest="/tmp/ray/prev-logs/$(basename $(readlink /tmp/ray/session_latest))/$(cat /tmp/ray/raylet_node_id)" && echo "dst is $dest" && mkdir -p "$dest" && mv /tmp/ray/session_latest/logs "$dest/logs"; echo "========================================="'
diff --git a/historyserver/config/rayjob.yaml b/historyserver/config/rayjob.yaml
index 2c7119f8285..dc5c5dbf041 100644
--- a/historyserver/config/rayjob.yaml
+++ b/historyserver/config/rayjob.yaml
@@ -3,7 +3,39 @@ kind: RayJob
 metadata:
   name: rayjob
 spec:
-  entrypoint: python -c "import ray; ray.init(); print(ray.cluster_resources())"
+  entrypoint: |
+    python -c "
+    import ray
+    ray.init()
+
+    @ray.remote
+    def my_task(x):
+        return x * 2
+
+    @ray.remote
+    class Counter:
+        def __init__(self):
+            self.count = 0
+
+        def increment(self):
+            self.count += 1
+            return self.count
+
+        def get_count(self):
+            return self.count
+
+    task_result = ray.get(my_task.remote(1))
+    print(f'Task result: {task_result}')
+
+    counter = Counter.remote()
+    for i in range(1):
+        count = ray.get(counter.increment.remote())
+        print(f'Counter: {count}')
+
+    final_count = ray.get(counter.get_count.remote())
+    print(f'Final count: {final_count}')
+    print(f'Cluster resources: {ray.cluster_resources()}')
+    "
   # Select the existing Ray cluster running the collector.
   clusterSelector:
     ray.io/cluster: raycluster-historyserver
diff --git a/historyserver/pkg/collector/eventserver/eventserver.go b/historyserver/pkg/collector/eventserver/eventserver.go
index b0143c63c96..6ae44d53058 100644
--- a/historyserver/pkg/collector/eventserver/eventserver.go
+++ b/historyserver/pkg/collector/eventserver/eventserver.go
@@ -45,6 +45,21 @@ type EventServer struct {
 	mutex              sync.Mutex
 }
 
+var eventTypesWithJobID = []string{
+	// Job Events (Driver Job)
+	"driverJobDefinitionEvent",
+	"driverJobLifecycleEvent",
+
+	// Task Events (Normal Task)
+	"taskDefinitionEvent",
+	"taskLifecycleEvent",
+	"taskProfileEvents",
+
+	// Actor Events (Actor Task + Actor Definition)
+	"actorTaskDefinitionEvent",
+	"actorDefinitionEvent",
+}
+
 func NewEventServer(writer storage.StorageWriter, rootDir, sessionDir, nodeID, clusterName, clusterID, sessionName string) *EventServer {
 	server := &EventServer{
 		events:             make([]Event, 0),
@@ -408,9 +423,14 @@ func (es *EventServer) isNodeEvent(eventData map[string]interface{}) bool {
 
 // getJobID gets jobID associated with event
 func (es *EventServer) getJobID(eventData map[string]interface{}) string {
-	if jobID, hasJob := eventData["jobId"]; hasJob && jobID != "" {
-		return fmt.Sprintf("%v", jobID)
+	for _, eventType := range eventTypesWithJobID {
+		if nestedEvent, ok := eventData[eventType].(map[string]interface{}); ok {
+			if jobID, hasJob := nestedEvent["jobId"]; hasJob && jobID != "" {
+				return fmt.Sprintf("%v", jobID)
+			}
+		}
 	}
+
 	return ""
 }