diff --git a/.circleci/config.yml b/.circleci/config.yml
index 977a925e90e..3c150ed7dba 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -6,7 +6,7 @@ jobs:
   build:
     docker:
       # specify the version
-      - image: cimg/go:1.23.7
+      - image: cimg/go:1.24.8
     working_directory: ~/project/src/github.com/fluid-cloudnative/fluid
     environment:
       TEST_FLAGS: '-race -coverprofile=coverage.txt -covermode=atomic'
diff --git a/.github/workflows/kind-e2e.yml b/.github/workflows/kind-e2e.yml
index a6c6a64f6c6..8629fa09d99 100644
--- a/.github/workflows/kind-e2e.yml
+++ b/.github/workflows/kind-e2e.yml
@@ -16,7 +16,7 @@ concurrency:
   cancel-in-progress: true
 
 env:
-  GO_VERSION: 1.23.7
+  GO_VERSION: 1.24.8
 
 jobs:
   kind-e2e-test:
diff --git a/.github/workflows/project-check.yml b/.github/workflows/project-check.yml
index 6b11db499d9..a8f2e9d8ad9 100644
--- a/.github/workflows/project-check.yml
+++ b/.github/workflows/project-check.yml
@@ -7,7 +7,7 @@ on:
     branches: [ master, release-* ]
 
 env:
-  GO_VERSION: 1.23.7
+  GO_VERSION: 1.24.8
 
 # Declare default permissions as read only.
 permissions: read-all
diff --git a/.travis.yml b/.travis.yml
index d81600df112..e8dc59756c0 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -2,7 +2,7 @@ matrix:
   include:
     - language: go
       go:
-        - "1.23.7"
+        - "1.24.8"
       os:
         - linux
       go_import_path: github.com/fluid-cloudnative/fluid
diff --git a/Makefile b/Makefile
index 74ad449082b..3a919230e1b 100644
--- a/Makefile
+++ b/Makefile
@@ -445,7 +445,7 @@ ifeq (, $(shell which controller-gen))
 	cd $$CONTROLLER_GEN_TMP_DIR ;\
 	export GO111MODULE=on ;\
 	go mod init tmp ;\
-	go install sigs.k8s.io/controller-tools/cmd/controller-gen@v0.14.0 ;\
+	go install sigs.k8s.io/controller-tools/cmd/controller-gen@v0.19.0 ;\
 	rm -rf $$CONTROLLER_GEN_TMP_DIR ;\
 	}
 CONTROLLER_GEN=$(GOBIN)/controller-gen
diff --git a/charts/fluid/fluid/crds/data.fluid.io_alluxioruntimes.yaml b/charts/fluid/fluid/crds/data.fluid.io_alluxioruntimes.yaml
index 90de3fc4c02..71c2eff0056 100644
--- a/charts/fluid/fluid/crds/data.fluid.io_alluxioruntimes.yaml
+++ b/charts/fluid/fluid/crds/data.fluid.io_alluxioruntimes.yaml
@@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.14.0
+    controller-gen.kubebuilder.io/version: v0.19.0
   name: alluxioruntimes.data.fluid.io
 spec:
   group: data.fluid.io
diff --git a/charts/fluid/fluid/crds/data.fluid.io_databackups.yaml b/charts/fluid/fluid/crds/data.fluid.io_databackups.yaml
index 70bdd60377a..b9a8f984497 100644
--- a/charts/fluid/fluid/crds/data.fluid.io_databackups.yaml
+++ b/charts/fluid/fluid/crds/data.fluid.io_databackups.yaml
@@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.14.0
+    controller-gen.kubebuilder.io/version: v0.19.0
   name: databackups.data.fluid.io
 spec:
   group: data.fluid.io
diff --git a/charts/fluid/fluid/crds/data.fluid.io_dataloads.yaml b/charts/fluid/fluid/crds/data.fluid.io_dataloads.yaml
index 3cd1cb1983d..f10e5a085f4 100644
--- a/charts/fluid/fluid/crds/data.fluid.io_dataloads.yaml
+++ b/charts/fluid/fluid/crds/data.fluid.io_dataloads.yaml
@@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.14.0
+    controller-gen.kubebuilder.io/version: v0.19.0
   name: dataloads.data.fluid.io
 spec:
   group: data.fluid.io
diff --git a/charts/fluid/fluid/crds/data.fluid.io_datamigrates.yaml b/charts/fluid/fluid/crds/data.fluid.io_datamigrates.yaml
index 54350a21c39..f27283c65e1 100644
--- a/charts/fluid/fluid/crds/data.fluid.io_datamigrates.yaml
+++ b/charts/fluid/fluid/crds/data.fluid.io_datamigrates.yaml
@@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.14.0
+    controller-gen.kubebuilder.io/version: v0.19.0
   name: datamigrates.data.fluid.io
 spec:
   group: data.fluid.io
diff --git a/charts/fluid/fluid/crds/data.fluid.io_dataprocesses.yaml b/charts/fluid/fluid/crds/data.fluid.io_dataprocesses.yaml
index 582d7749404..6bdfa2b69d6 100644
--- a/charts/fluid/fluid/crds/data.fluid.io_dataprocesses.yaml
+++ b/charts/fluid/fluid/crds/data.fluid.io_dataprocesses.yaml
@@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.14.0
+    controller-gen.kubebuilder.io/version: v0.19.0
   name: dataprocesses.data.fluid.io
 spec:
   group: data.fluid.io
@@ -708,6 +708,7 @@ spec:
                                           format: int32
                                           type: integer
                                         service:
+                                          default: ""
                                           type: string
                                       required:
                                       - port
@@ -812,6 +813,7 @@ spec:
                                           format: int32
                                           type: integer
                                         service:
+                                          default: ""
                                           type: string
                                       required:
                                       - port
@@ -997,6 +999,7 @@ spec:
                                           format: int32
                                           type: integer
                                         service:
+                                          default: ""
                                           type: string
                                       required:
                                       - port
@@ -1368,6 +1371,7 @@ spec:
                                           format: int32
                                           type: integer
                                         service:
+                                          default: ""
                                           type: string
                                       required:
                                       - port
@@ -1472,6 +1476,7 @@ spec:
                                           format: int32
                                           type: integer
                                         service:
+                                          default: ""
                                           type: string
                                       required:
                                       - port
@@ -1657,6 +1662,7 @@ spec:
                                           format: int32
                                           type: integer
                                         service:
+                                          default: ""
                                           type: string
                                       required:
                                       - port
@@ -2035,6 +2041,7 @@ spec:
                                           format: int32
                                           type: integer
                                         service:
+                                          default: ""
                                           type: string
                                       required:
                                       - port
@@ -2139,6 +2146,7 @@ spec:
                                           format: int32
                                           type: integer
                                         service:
+                                          default: ""
                                           type: string
                                       required:
                                       - port
@@ -2324,6 +2332,7 @@ spec:
                                           format: int32
                                           type: integer
                                         service:
+                                          default: ""
                                           type: string
                                       required:
                                       - port
diff --git a/charts/fluid/fluid/crds/data.fluid.io_datasets.yaml b/charts/fluid/fluid/crds/data.fluid.io_datasets.yaml
index b86a95a77cc..7dd20501626 100644
--- a/charts/fluid/fluid/crds/data.fluid.io_datasets.yaml
+++ b/charts/fluid/fluid/crds/data.fluid.io_datasets.yaml
@@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.14.0
+    controller-gen.kubebuilder.io/version: v0.19.0
   name: datasets.data.fluid.io
 spec:
   group: data.fluid.io
diff --git a/charts/fluid/fluid/crds/data.fluid.io_efcruntimes.yaml b/charts/fluid/fluid/crds/data.fluid.io_efcruntimes.yaml
index 1d02a93af19..bd9430b6be0 100644
--- a/charts/fluid/fluid/crds/data.fluid.io_efcruntimes.yaml
+++ b/charts/fluid/fluid/crds/data.fluid.io_efcruntimes.yaml
@@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.14.0
+    controller-gen.kubebuilder.io/version: v0.19.0
   name: efcruntimes.data.fluid.io
 spec:
   group: data.fluid.io
diff --git a/charts/fluid/fluid/crds/data.fluid.io_goosefsruntimes.yaml b/charts/fluid/fluid/crds/data.fluid.io_goosefsruntimes.yaml
index bad317e2b2b..c5f4dd06bf6 100644
--- a/charts/fluid/fluid/crds/data.fluid.io_goosefsruntimes.yaml
+++ b/charts/fluid/fluid/crds/data.fluid.io_goosefsruntimes.yaml
@@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.14.0
+    controller-gen.kubebuilder.io/version: v0.19.0
   name: goosefsruntimes.data.fluid.io
 spec:
   group: data.fluid.io
diff --git a/charts/fluid/fluid/crds/data.fluid.io_jindoruntimes.yaml b/charts/fluid/fluid/crds/data.fluid.io_jindoruntimes.yaml
index a6f2bf3a5cf..f98e8093cdd 100644
--- a/charts/fluid/fluid/crds/data.fluid.io_jindoruntimes.yaml
+++ b/charts/fluid/fluid/crds/data.fluid.io_jindoruntimes.yaml
@@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.14.0
+    controller-gen.kubebuilder.io/version: v0.19.0
   name: jindoruntimes.data.fluid.io
 spec:
   group: data.fluid.io
diff --git a/charts/fluid/fluid/crds/data.fluid.io_juicefsruntimes.yaml b/charts/fluid/fluid/crds/data.fluid.io_juicefsruntimes.yaml
index be08eb68aca..9374a2a8d89 100644
--- a/charts/fluid/fluid/crds/data.fluid.io_juicefsruntimes.yaml
+++ b/charts/fluid/fluid/crds/data.fluid.io_juicefsruntimes.yaml
@@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.14.0
+    controller-gen.kubebuilder.io/version: v0.19.0
   name: juicefsruntimes.data.fluid.io
 spec:
   group: data.fluid.io
diff --git a/charts/fluid/fluid/crds/data.fluid.io_thinruntimeprofiles.yaml b/charts/fluid/fluid/crds/data.fluid.io_thinruntimeprofiles.yaml
index bc16a94b8b4..7924c41dbcc 100644
--- a/charts/fluid/fluid/crds/data.fluid.io_thinruntimeprofiles.yaml
+++ b/charts/fluid/fluid/crds/data.fluid.io_thinruntimeprofiles.yaml
@@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.14.0
+    controller-gen.kubebuilder.io/version: v0.19.0
   name: thinruntimeprofiles.data.fluid.io
 spec:
   group: data.fluid.io
@@ -255,6 +255,7 @@ spec:
                             format: int32
                             type: integer
                           service:
+                            default: ""
                             type: string
                         required:
                         - port
@@ -367,6 +368,7 @@ spec:
                             format: int32
                             type: integer
                           service:
+                            default: ""
                             type: string
                         required:
                         - port
@@ -1332,6 +1334,7 @@ spec:
                             format: int32
                             type: integer
                           service:
+                            default: ""
                             type: string
                         required:
                         - port
@@ -1440,6 +1443,7 @@ spec:
                             format: int32
                             type: integer
                           service:
+                            default: ""
                             type: string
                         required:
                         - port
diff --git a/charts/fluid/fluid/crds/data.fluid.io_thinruntimes.yaml b/charts/fluid/fluid/crds/data.fluid.io_thinruntimes.yaml
index 29dcb588b0c..1e222aefc16 100644
--- a/charts/fluid/fluid/crds/data.fluid.io_thinruntimes.yaml
+++ b/charts/fluid/fluid/crds/data.fluid.io_thinruntimes.yaml
@@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.14.0
+    controller-gen.kubebuilder.io/version: v0.19.0
   name: thinruntimes.data.fluid.io
 spec:
   group: data.fluid.io
@@ -255,6 +255,7 @@ spec:
                             format: int32
                             type: integer
                           service:
+                            default: ""
                             type: string
                         required:
                         - port
@@ -367,6 +368,7 @@ spec:
                             format: int32
                             type: integer
                           service:
+                            default: ""
                             type: string
                         required:
                         - port
@@ -2137,6 +2139,7 @@ spec:
                             format: int32
                             type: integer
                           service:
+                            default: ""
                             type: string
                         required:
                         - port
@@ -2245,6 +2248,7 @@ spec:
                             format: int32
                             type: integer
                           service:
+                            default: ""
                             type: string
                         required:
                         - port
diff --git a/charts/fluid/fluid/crds/data.fluid.io_vineyardruntimes.yaml b/charts/fluid/fluid/crds/data.fluid.io_vineyardruntimes.yaml
index 0ac276c2417..5c83fade413 100644
--- a/charts/fluid/fluid/crds/data.fluid.io_vineyardruntimes.yaml
+++ b/charts/fluid/fluid/crds/data.fluid.io_vineyardruntimes.yaml
@@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.14.0
+    controller-gen.kubebuilder.io/version: v0.19.0
   name: vineyardruntimes.data.fluid.io
 spec:
   group: data.fluid.io
diff --git a/config/crd/bases/data.fluid.io_alluxioruntimes.yaml b/config/crd/bases/data.fluid.io_alluxioruntimes.yaml
index 90de3fc4c02..71c2eff0056 100644
--- a/config/crd/bases/data.fluid.io_alluxioruntimes.yaml
+++ b/config/crd/bases/data.fluid.io_alluxioruntimes.yaml
@@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.14.0
+    controller-gen.kubebuilder.io/version: v0.19.0
   name: alluxioruntimes.data.fluid.io
 spec:
   group: data.fluid.io
diff --git a/config/crd/bases/data.fluid.io_databackups.yaml b/config/crd/bases/data.fluid.io_databackups.yaml
index 70bdd60377a..b9a8f984497 100644
--- a/config/crd/bases/data.fluid.io_databackups.yaml
+++ b/config/crd/bases/data.fluid.io_databackups.yaml
@@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.14.0
+    controller-gen.kubebuilder.io/version: v0.19.0
   name: databackups.data.fluid.io
 spec:
   group: data.fluid.io
diff --git a/config/crd/bases/data.fluid.io_dataloads.yaml b/config/crd/bases/data.fluid.io_dataloads.yaml
index 3cd1cb1983d..f10e5a085f4 100644
--- a/config/crd/bases/data.fluid.io_dataloads.yaml
+++ b/config/crd/bases/data.fluid.io_dataloads.yaml
@@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.14.0
+    controller-gen.kubebuilder.io/version: v0.19.0
   name: dataloads.data.fluid.io
 spec:
   group: data.fluid.io
diff --git a/config/crd/bases/data.fluid.io_datamigrates.yaml b/config/crd/bases/data.fluid.io_datamigrates.yaml
index 54350a21c39..f27283c65e1 100644
--- a/config/crd/bases/data.fluid.io_datamigrates.yaml
+++ b/config/crd/bases/data.fluid.io_datamigrates.yaml
@@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.14.0
+    controller-gen.kubebuilder.io/version: v0.19.0
   name: datamigrates.data.fluid.io
 spec:
   group: data.fluid.io
diff --git a/config/crd/bases/data.fluid.io_dataprocesses.yaml b/config/crd/bases/data.fluid.io_dataprocesses.yaml
index 582d7749404..6bdfa2b69d6 100644
--- a/config/crd/bases/data.fluid.io_dataprocesses.yaml
+++ b/config/crd/bases/data.fluid.io_dataprocesses.yaml
@@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.14.0
+    controller-gen.kubebuilder.io/version: v0.19.0
   name: dataprocesses.data.fluid.io
 spec:
   group: data.fluid.io
@@ -708,6 +708,7 @@ spec:
                                           format: int32
                                           type: integer
                                         service:
+                                          default: ""
                                           type: string
                                       required:
                                       - port
@@ -812,6 +813,7 @@ spec:
                                           format: int32
                                           type: integer
                                         service:
+                                          default: ""
                                           type: string
                                       required:
                                       - port
@@ -997,6 +999,7 @@ spec:
                                           format: int32
                                           type: integer
                                         service:
+                                          default: ""
                                           type: string
                                       required:
                                       - port
@@ -1368,6 +1371,7 @@ spec:
                                           format: int32
                                           type: integer
                                         service:
+                                          default: ""
                                           type: string
                                       required:
                                       - port
@@ -1472,6 +1476,7 @@ spec:
                                           format: int32
                                           type: integer
                                         service:
+                                          default: ""
                                           type: string
                                       required:
                                       - port
@@ -1657,6 +1662,7 @@ spec:
                                           format: int32
                                           type: integer
                                         service:
+                                          default: ""
                                           type: string
                                       required:
                                       - port
@@ -2035,6 +2041,7 @@ spec:
                                           format: int32
                                           type: integer
                                         service:
+                                          default: ""
                                           type: string
                                       required:
                                       - port
@@ -2139,6 +2146,7 @@ spec:
                                           format: int32
                                           type: integer
                                         service:
+                                          default: ""
                                           type: string
                                       required:
                                       - port
@@ -2324,6 +2332,7 @@ spec:
                                           format: int32
                                           type: integer
                                         service:
+                                          default: ""
                                           type: string
                                       required:
                                       - port
diff --git a/config/crd/bases/data.fluid.io_datasets.yaml b/config/crd/bases/data.fluid.io_datasets.yaml
index b86a95a77cc..7dd20501626 100644
--- a/config/crd/bases/data.fluid.io_datasets.yaml
+++ b/config/crd/bases/data.fluid.io_datasets.yaml
@@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.14.0
+    controller-gen.kubebuilder.io/version: v0.19.0
   name: datasets.data.fluid.io
 spec:
   group: data.fluid.io
diff --git a/config/crd/bases/data.fluid.io_efcruntimes.yaml b/config/crd/bases/data.fluid.io_efcruntimes.yaml
index 1d02a93af19..bd9430b6be0 100644
--- a/config/crd/bases/data.fluid.io_efcruntimes.yaml
+++ b/config/crd/bases/data.fluid.io_efcruntimes.yaml
@@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.14.0
+    controller-gen.kubebuilder.io/version: v0.19.0
   name: efcruntimes.data.fluid.io
 spec:
   group: data.fluid.io
diff --git a/config/crd/bases/data.fluid.io_goosefsruntimes.yaml b/config/crd/bases/data.fluid.io_goosefsruntimes.yaml
index bad317e2b2b..c5f4dd06bf6 100644
--- a/config/crd/bases/data.fluid.io_goosefsruntimes.yaml
+++ b/config/crd/bases/data.fluid.io_goosefsruntimes.yaml
@@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.14.0
+    controller-gen.kubebuilder.io/version: v0.19.0
   name: goosefsruntimes.data.fluid.io
 spec:
   group: data.fluid.io
diff --git a/config/crd/bases/data.fluid.io_jindoruntimes.yaml b/config/crd/bases/data.fluid.io_jindoruntimes.yaml
index a6f2bf3a5cf..f98e8093cdd 100644
--- a/config/crd/bases/data.fluid.io_jindoruntimes.yaml
+++ b/config/crd/bases/data.fluid.io_jindoruntimes.yaml
@@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.14.0
+    controller-gen.kubebuilder.io/version: v0.19.0
   name: jindoruntimes.data.fluid.io
 spec:
   group: data.fluid.io
diff --git a/config/crd/bases/data.fluid.io_juicefsruntimes.yaml b/config/crd/bases/data.fluid.io_juicefsruntimes.yaml
index be08eb68aca..9374a2a8d89 100644
--- a/config/crd/bases/data.fluid.io_juicefsruntimes.yaml
+++ b/config/crd/bases/data.fluid.io_juicefsruntimes.yaml
@@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.14.0
+    controller-gen.kubebuilder.io/version: v0.19.0
   name: juicefsruntimes.data.fluid.io
 spec:
   group: data.fluid.io
diff --git a/config/crd/bases/data.fluid.io_thinruntimeprofiles.yaml b/config/crd/bases/data.fluid.io_thinruntimeprofiles.yaml
index bc16a94b8b4..7924c41dbcc 100644
--- a/config/crd/bases/data.fluid.io_thinruntimeprofiles.yaml
+++ b/config/crd/bases/data.fluid.io_thinruntimeprofiles.yaml
@@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.14.0
+    controller-gen.kubebuilder.io/version: v0.19.0
   name: thinruntimeprofiles.data.fluid.io
 spec:
   group: data.fluid.io
@@ -255,6 +255,7 @@ spec:
                             format: int32
                             type: integer
                           service:
+                            default: ""
                             type: string
                         required:
                         - port
@@ -367,6 +368,7 @@ spec:
                             format: int32
                             type: integer
                           service:
+                            default: ""
                             type: string
                         required:
                         - port
@@ -1332,6 +1334,7 @@ spec:
                             format: int32
                             type: integer
                           service:
+                            default: ""
                             type: string
                         required:
                         - port
@@ -1440,6 +1443,7 @@ spec:
                             format: int32
                             type: integer
                           service:
+                            default: ""
                             type: string
                         required:
                         - port
diff --git a/config/crd/bases/data.fluid.io_thinruntimes.yaml b/config/crd/bases/data.fluid.io_thinruntimes.yaml
index 29dcb588b0c..1e222aefc16 100644
--- a/config/crd/bases/data.fluid.io_thinruntimes.yaml
+++ b/config/crd/bases/data.fluid.io_thinruntimes.yaml
@@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.14.0
+    controller-gen.kubebuilder.io/version: v0.19.0
   name: thinruntimes.data.fluid.io
 spec:
   group: data.fluid.io
@@ -255,6 +255,7 @@ spec:
                             format: int32
                             type: integer
                           service:
+                            default: ""
                             type: string
                         required:
                         - port
@@ -367,6 +368,7 @@ spec:
                             format: int32
                             type: integer
                           service:
+                            default: ""
                             type: string
                         required:
                         - port
@@ -2137,6 +2139,7 @@ spec:
                             format: int32
                             type: integer
                           service:
+                            default: ""
                             type: string
                         required:
                         - port
@@ -2245,6 +2248,7 @@ spec:
                             format: int32
                             type: integer
                           service:
+                            default: ""
                             type: string
                         required:
                         - port
diff --git a/config/crd/bases/data.fluid.io_vineyardruntimes.yaml b/config/crd/bases/data.fluid.io_vineyardruntimes.yaml
index 0ac276c2417..5c83fade413 100644
--- a/config/crd/bases/data.fluid.io_vineyardruntimes.yaml
+++ b/config/crd/bases/data.fluid.io_vineyardruntimes.yaml
@@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.14.0
+    controller-gen.kubebuilder.io/version: v0.19.0
   name: vineyardruntimes.data.fluid.io
 spec:
   group: data.fluid.io
diff --git a/config/rbac/role.yaml b/config/rbac/role.yaml
index 71d7693e653..7ad1e647942 100644
--- a/config/rbac/role.yaml
+++ b/config/rbac/role.yaml
@@ -8,152 +8,14 @@ rules:
   - data.fluid.io
   resources:
   - alluxioruntimes
-  verbs:
-  - create
-  - delete
-  - get
-  - list
-  - patch
-  - update
-  - watch
-- apiGroups:
-  - data.fluid.io
-  resources:
-  - alluxioruntimes/status
-  verbs:
-  - get
-  - patch
-  - update
-- apiGroups:
-  - data.fluid.io
-  resources:
   - dataprocesses
-  verbs:
-  - create
-  - delete
-  - get
-  - list
-  - patch
-  - update
-  - watch
-- apiGroups:
-  - data.fluid.io
-  resources:
-  - dataprocesses/finalizers
-  verbs:
-  - update
-- apiGroups:
-  - data.fluid.io
-  resources:
-  - dataprocesses/status
-  verbs:
-  - get
-  - patch
-  - update
-- apiGroups:
-  - data.fluid.io
-  resources:
   - datasets
-  verbs:
-  - create
-  - delete
-  - get
-  - list
-  - patch
-  - update
-  - watch
-- apiGroups:
-  - data.fluid.io
-  resources:
-  - datasets/status
-  verbs:
-  - get
-  - patch
-  - update
-- apiGroups:
-  - data.fluid.io
-  resources:
   - efcruntimes
-  verbs:
-  - create
-  - delete
-  - get
-  - list
-  - patch
-  - update
-  - watch
-- apiGroups:
-  - data.fluid.io
-  resources:
-  - efcruntimes/status
-  verbs:
-  - get
-  - patch
-  - update
-- apiGroups:
-  - data.fluid.io
-  resources:
   - goosefsruntimes
-  verbs:
-  - create
-  - delete
-  - get
-  - list
-  - patch
-  - update
-  - watch
-- apiGroups:
-  - data.fluid.io
-  resources:
-  - goosefsruntimes/status
-  verbs:
-  - get
-  - patch
-  - update
-- apiGroups:
-  - data.fluid.io
-  resources:
   - jindoruntimes
-  verbs:
-  - create
-  - delete
-  - get
-  - list
-  - patch
-  - update
-  - watch
-- apiGroups:
-  - data.fluid.io
-  resources:
-  - jindoruntimes/status
-  verbs:
-  - get
-  - patch
-  - update
-- apiGroups:
-  - data.fluid.io
-  resources:
   - juicefsruntimes
-  verbs:
-  - create
-  - delete
-  - get
-  - list
-  - patch
-  - update
-  - watch
-- apiGroups:
-  - data.fluid.io
-  resources:
-  - juicefsruntimes/status
-  verbs:
-  - get
-  - patch
-  - update
-- apiGroups:
-  - data.fluid.io
-  resources:
   - thinruntimes
+  - vineyardruntimes
   verbs:
   - create
   - delete
@@ -165,13 +27,15 @@ rules:
 - apiGroups:
   - data.fluid.io
   resources:
-  - thinruntimes/finalizers
-  verbs:
-  - update
-- apiGroups:
-  - data.fluid.io
-  resources:
+  - alluxioruntimes/status
+  - dataprocesses/status
+  - datasets/status
+  - efcruntimes/status
+  - goosefsruntimes/status
+  - jindoruntimes/status
+  - juicefsruntimes/status
   - thinruntimes/status
+  - vineyardruntimes/status
   verbs:
   - get
   - patch
@@ -179,20 +43,7 @@ rules:
 - apiGroups:
   - data.fluid.io
   resources:
-  - vineyardruntimes
-  verbs:
-  - create
-  - delete
-  - get
-  - list
-  - patch
-  - update
-  - watch
-- apiGroups:
-  - data.fluid.io
-  resources:
-  - vineyardruntimes/status
+  - dataprocesses/finalizers
+  - thinruntimes/finalizers
   verbs:
-  - get
-  - patch
   - update
diff --git a/docker/Dockerfile.alluxioruntime b/docker/Dockerfile.alluxioruntime
index 989fe247b57..0cbb0dba546 100644
--- a/docker/Dockerfile.alluxioruntime
+++ b/docker/Dockerfile.alluxioruntime
@@ -1,6 +1,6 @@
 # Build the alluxioruntime-controller manager binary
-# golang:1.23.10-bullseye
-FROM golang:1.23.10-bullseye@sha256:05ed4a0dad540eaf289072132678452ec19fa99481658be4813bff6250fedcee as builder
+# golang:1.24.8-bookworm
+FROM golang:1.24.8-bookworm@sha256:4ed690d6649d63c312b99a6120025ec79ce3b542968a37da53d6236c7c61a848 as builder
 
 WORKDIR /go/src/github.com/fluid-cloudnative/fluid
 COPY . .
diff --git a/docker/Dockerfile.application b/docker/Dockerfile.application
index c7b9e9f57cb..019be69161a 100644
--- a/docker/Dockerfile.application
+++ b/docker/Dockerfile.application
@@ -1,6 +1,6 @@
 # Build the fluidapp-controller manager binary
-# golang:1.23.10-bullseye
-FROM golang:1.23.10-bullseye@sha256:05ed4a0dad540eaf289072132678452ec19fa99481658be4813bff6250fedcee as builder
+# golang:1.24.8-bookworm
+FROM golang:1.24.8-bookworm@sha256:4ed690d6649d63c312b99a6120025ec79ce3b542968a37da53d6236c7c61a848 as builder
 
 WORKDIR /go/src/github.com/fluid-cloudnative/fluid
 COPY . .
diff --git a/docker/Dockerfile.csi b/docker/Dockerfile.csi
index f8b554fde9f..9f8905efeb3 100644
--- a/docker/Dockerfile.csi
+++ b/docker/Dockerfile.csi
@@ -1,6 +1,6 @@
 # Build the csi binary
-# golang:1.23.10-bullseye
-FROM golang:1.23.10-bullseye@sha256:05ed4a0dad540eaf289072132678452ec19fa99481658be4813bff6250fedcee as builder
+# golang:1.24.8-bookworm
+FROM golang:1.24.8-bookworm@sha256:4ed690d6649d63c312b99a6120025ec79ce3b542968a37da53d6236c7c61a848 as builder
 
 WORKDIR /go/src/github.com/fluid-cloudnative/fluid
 COPY . .
diff --git a/docker/Dockerfile.dataset b/docker/Dockerfile.dataset
index 0f30d8e6ad9..fcb358b289a 100644
--- a/docker/Dockerfile.dataset
+++ b/docker/Dockerfile.dataset
@@ -1,6 +1,6 @@
 # Build the dataset-controller manager binary
-# golang:1.23.10-bullseye
-FROM golang:1.23.10-bullseye@sha256:05ed4a0dad540eaf289072132678452ec19fa99481658be4813bff6250fedcee as builder
+# golang:1.24.8-bookworm
+FROM golang:1.24.8-bookworm@sha256:4ed690d6649d63c312b99a6120025ec79ce3b542968a37da53d6236c7c61a848 as builder
 
 WORKDIR /go/src/github.com/fluid-cloudnative/fluid
 COPY . .
diff --git a/docker/Dockerfile.efcruntime b/docker/Dockerfile.efcruntime
index 34ad72eb727..c9342542a7d 100644
--- a/docker/Dockerfile.efcruntime
+++ b/docker/Dockerfile.efcruntime
@@ -1,6 +1,6 @@
 # Build the efcruntime-controller manager binary
-# golang:1.23.10-bullseye
-FROM golang:1.23.10-bullseye@sha256:05ed4a0dad540eaf289072132678452ec19fa99481658be4813bff6250fedcee as builder
+# golang:1.24.8-bookworm
+FROM golang:1.24.8-bookworm@sha256:4ed690d6649d63c312b99a6120025ec79ce3b542968a37da53d6236c7c61a848 as builder
 
 WORKDIR /go/src/github.com/fluid-cloudnative/fluid
 COPY . .
diff --git a/docker/Dockerfile.goosefsruntime b/docker/Dockerfile.goosefsruntime
index fee08761741..e3fb2311dee 100644
--- a/docker/Dockerfile.goosefsruntime
+++ b/docker/Dockerfile.goosefsruntime
@@ -1,6 +1,6 @@
 # Build the goosefsruntime-controller manager binary
-# golang:1.23.10-bullseye
-FROM golang:1.23.10-bullseye@sha256:05ed4a0dad540eaf289072132678452ec19fa99481658be4813bff6250fedcee as builder
+# golang:1.24.8-bookworm
+FROM golang:1.24.8-bookworm@sha256:4ed690d6649d63c312b99a6120025ec79ce3b542968a37da53d6236c7c61a848 as builder
 
 WORKDIR /go/src/github.com/fluid-cloudnative/fluid
 COPY . .
diff --git a/docker/Dockerfile.jindoruntime b/docker/Dockerfile.jindoruntime
index e5d433e5fff..7dd3d035fb7 100644
--- a/docker/Dockerfile.jindoruntime
+++ b/docker/Dockerfile.jindoruntime
@@ -1,6 +1,6 @@
 # Build the jindoruntime-controller manager binary
-# golang:1.23.10-bullseye
-FROM golang:1.23.10-bullseye@sha256:05ed4a0dad540eaf289072132678452ec19fa99481658be4813bff6250fedcee as builder
+# golang:1.24.8-bookworm
+FROM golang:1.24.8-bookworm@sha256:4ed690d6649d63c312b99a6120025ec79ce3b542968a37da53d6236c7c61a848 as builder
 
 WORKDIR /go/src/github.com/fluid-cloudnative/fluid
 COPY . .
diff --git a/docker/Dockerfile.juicefsruntime b/docker/Dockerfile.juicefsruntime
index 52c6c517d6f..4eceff0cc71 100644
--- a/docker/Dockerfile.juicefsruntime
+++ b/docker/Dockerfile.juicefsruntime
@@ -1,6 +1,6 @@
 # Build the juicefsruntime-controller manager binary
-# golang:1.23.10-bullseye
-FROM golang:1.23.10-bullseye@sha256:05ed4a0dad540eaf289072132678452ec19fa99481658be4813bff6250fedcee as builder
+# golang:1.24.8-bookworm
+FROM golang:1.24.8-bookworm@sha256:4ed690d6649d63c312b99a6120025ec79ce3b542968a37da53d6236c7c61a848 as builder
 
 WORKDIR /go/src/github.com/fluid-cloudnative/fluid
 COPY . .
diff --git a/docker/Dockerfile.thinruntime b/docker/Dockerfile.thinruntime
index a3709692255..11aa4c4b4ea 100644
--- a/docker/Dockerfile.thinruntime
+++ b/docker/Dockerfile.thinruntime
@@ -1,6 +1,6 @@
 # Build the thinruntime-controller manager binary
-# golang:1.23.10-bullseye
-FROM golang:1.23.10-bullseye@sha256:05ed4a0dad540eaf289072132678452ec19fa99481658be4813bff6250fedcee as builder
+# golang:1.24.8-bookworm
+FROM golang:1.24.8-bookworm@sha256:4ed690d6649d63c312b99a6120025ec79ce3b542968a37da53d6236c7c61a848 as builder
 
 WORKDIR /go/src/github.com/fluid-cloudnative/fluid
 COPY . .
diff --git a/docker/Dockerfile.vineyardruntime b/docker/Dockerfile.vineyardruntime
index 5a1e3b541cf..d33033fd064 100644
--- a/docker/Dockerfile.vineyardruntime
+++ b/docker/Dockerfile.vineyardruntime
@@ -1,6 +1,6 @@
 # Build the vineyardruntime-controller manager binary
-# golang:1.23.10-bullseye
-FROM golang:1.23.10-bullseye@sha256:05ed4a0dad540eaf289072132678452ec19fa99481658be4813bff6250fedcee as builder
+# golang:1.24.8-bookworm
+FROM golang:1.24.8-bookworm@sha256:4ed690d6649d63c312b99a6120025ec79ce3b542968a37da53d6236c7c61a848 as builder
 
 WORKDIR /go/src/github.com/fluid-cloudnative/fluid
 COPY . .
diff --git a/docker/Dockerfile.webhook b/docker/Dockerfile.webhook
index a2c995f3735..ce241a57666 100644
--- a/docker/Dockerfile.webhook
+++ b/docker/Dockerfile.webhook
@@ -1,6 +1,6 @@
 # Build the dataset-controller manager binary
-# golang:1.23.10-bullseye
-FROM golang:1.23.10-bullseye@sha256:05ed4a0dad540eaf289072132678452ec19fa99481658be4813bff6250fedcee as builder
+# golang:1.24.8-bookworm
+FROM golang:1.24.8-bookworm@sha256:4ed690d6649d63c312b99a6120025ec79ce3b542968a37da53d6236c7c61a848 as builder
 
 WORKDIR /go/src/github.com/fluid-cloudnative/fluid
 COPY . .
diff --git a/go.mod b/go.mod
index 6194c405f88..cb71b012d9a 100644
--- a/go.mod
+++ b/go.mod
@@ -1,6 +1,6 @@
 module github.com/fluid-cloudnative/fluid
 
-go 1.23.7
+go 1.24.8
 
 replace k8s.io/api => k8s.io/api v0.29.15