diff --git a/config/jobs/kubernetes/generated/generated.yaml b/config/jobs/kubernetes/generated/generated.yaml
index 8aac086e92a8..358d82360f80 100644
--- a/config/jobs/kubernetes/generated/generated.yaml
+++ b/config/jobs/kubernetes/generated/generated.yaml
@@ -1287,38 +1287,6 @@ periodics:
   annotations:
     testgrid-tab-name: gke-ubuntu1-k8sbeta-alphafeatures
     testgrid-dashboards: sig-release-1.16-all, canonical-ubuntu1-k8sbeta
-- tags:
-  - generated   # AUTO-GENERATED by experiment/generate_tests.py - DO NOT EDIT!
-  interval: 2h
-  labels:
-    preset-service-account: 'true'
-    preset-k8s-ssh: 'true'
-  name: ci-kubernetes-e2e-gke-ubuntu1-k8sbeta-autoscaling
-  spec:
-    containers:
-    - args:
-      - --bare
-      - --timeout=620
-      - --scenario=kubernetes_e2e
-      - --
-      - --cluster=test-4f9f94320a
-      - --check-leaked-resources
-      - --provider=gke
-      - --deployment=gke
-      - --gcp-zone=us-west1-b
-      - --gcp-cloud-sdk=gs://cloud-sdk-testing/ci/staging
-      - --gke-environment=test
-      - --image-family=pipeline-1
-      - --image-project=ubuntu-os-gke-cloud-devel
-      - --gcp-node-image=custom
-      - --extract=ci/k8s-beta
-      - --timeout=600m
-      - --test_args=--ginkgo.focus=\[Feature:ClusterSizeAutoscalingScaleUp\]|\[Feature:ClusterSizeAutoscalingScaleDown\]|\[Feature:ClusterSizeAutoscalingScaleWithNAP\] --ginkgo.skip=\[Flaky\] --minStartupPods=8
-      env:
-      image: gcr.io/k8s-testimages/kubekins-e2e:v20190914-ef4a69c-master
-  annotations:
-    testgrid-tab-name: gke-ubuntu1-k8sbeta-autoscaling
-    testgrid-dashboards: sig-release-1.16-all, canonical-ubuntu1-k8sbeta
 - tags:
   - generated   # AUTO-GENERATED by experiment/generate_tests.py - DO NOT EDIT!
   interval: 2h
@@ -1582,38 +1550,6 @@ periodics:
   annotations:
     testgrid-tab-name: gke-ubuntu1-k8sstable1-alphafeatures
     testgrid-dashboards: sig-release-1.15-all, canonical-ubuntu1-k8sstable1
-- tags:
-  - generated   # AUTO-GENERATED by experiment/generate_tests.py - DO NOT EDIT!
-  interval: 4h
-  labels:
-    preset-service-account: 'true'
-    preset-k8s-ssh: 'true'
-  name: ci-kubernetes-e2e-gke-ubuntu1-k8sstable1-autoscaling
-  spec:
-    containers:
-    - args:
-      - --bare
-      - --timeout=620
-      - --scenario=kubernetes_e2e
-      - --
-      - --cluster=test-3f0f299a44
-      - --check-leaked-resources
-      - --provider=gke
-      - --deployment=gke
-      - --gcp-zone=us-west1-b
-      - --gcp-cloud-sdk=gs://cloud-sdk-testing/ci/staging
-      - --gke-environment=test
-      - --image-family=pipeline-1
-      - --image-project=ubuntu-os-gke-cloud-devel
-      - --gcp-node-image=custom
-      - --extract=ci/k8s-stable1
-      - --timeout=600m
-      - --test_args=--ginkgo.focus=\[Feature:ClusterSizeAutoscalingScaleUp\]|\[Feature:ClusterSizeAutoscalingScaleDown\] --ginkgo.skip=\[Flaky\] --minStartupPods=8
-      env:
-      image: gcr.io/k8s-testimages/kubekins-e2e:v20190914-ef4a69c-master
-  annotations:
-    testgrid-tab-name: gke-ubuntu1-k8sstable1-autoscaling
-    testgrid-dashboards: sig-release-1.15-all, canonical-ubuntu1-k8sstable1
 - tags:
   - generated   # AUTO-GENERATED by experiment/generate_tests.py - DO NOT EDIT!
   interval: 4h
@@ -1877,38 +1813,6 @@ periodics:
   annotations:
     testgrid-tab-name: gke-ubuntu1-k8sstable2-alphafeatures
     testgrid-dashboards: sig-release-1.14-all, canonical-ubuntu1-k8sstable2
-- tags:
-  - generated   # AUTO-GENERATED by experiment/generate_tests.py - DO NOT EDIT!
-  interval: 6h
-  labels:
-    preset-service-account: 'true'
-    preset-k8s-ssh: 'true'
-  name: ci-kubernetes-e2e-gke-ubuntu1-k8sstable2-autoscaling
-  spec:
-    containers:
-    - args:
-      - --bare
-      - --timeout=620
-      - --scenario=kubernetes_e2e
-      - --
-      - --cluster=test-33e1c302de
-      - --check-leaked-resources
-      - --provider=gke
-      - --deployment=gke
-      - --gcp-zone=us-west1-b
-      - --gcp-cloud-sdk=gs://cloud-sdk-testing/ci/staging
-      - --gke-environment=test
-      - --image-family=pipeline-1
-      - --image-project=ubuntu-os-gke-cloud-devel
-      - --gcp-node-image=custom
-      - --extract=ci/k8s-stable2
-      - --timeout=600m
-      - --test_args=--ginkgo.focus=\[Feature:ClusterSizeAutoscalingScaleUp\]|\[Feature:ClusterSizeAutoscalingScaleDown\] --ginkgo.skip=\[Flaky\] --minStartupPods=8
-      env:
-      image: gcr.io/k8s-testimages/kubekins-e2e:v20190914-ef4a69c-master
-  annotations:
-    testgrid-tab-name: gke-ubuntu1-k8sstable2-autoscaling
-    testgrid-dashboards: sig-release-1.14-all, canonical-ubuntu1-k8sstable2
 - tags:
   - generated   # AUTO-GENERATED by experiment/generate_tests.py - DO NOT EDIT!
   interval: 6h
@@ -2172,38 +2076,6 @@ periodics:
   annotations:
     testgrid-tab-name: gke-ubuntu1-k8sstable3-alphafeatures
     testgrid-dashboards: sig-release-1.13-all, canonical-ubuntu1-k8sstable3
-- tags:
-  - generated   # AUTO-GENERATED by experiment/generate_tests.py - DO NOT EDIT!
-  interval: 6h
-  labels:
-    preset-service-account: 'true'
-    preset-k8s-ssh: 'true'
-  name: ci-kubernetes-e2e-gke-ubuntu1-k8sstable3-autoscaling
-  spec:
-    containers:
-    - args:
-      - --bare
-      - --timeout=620
-      - --scenario=kubernetes_e2e
-      - --
-      - --cluster=test-68738dc26b
-      - --check-leaked-resources
-      - --provider=gke
-      - --deployment=gke
-      - --gcp-zone=us-west1-b
-      - --gcp-cloud-sdk=gs://cloud-sdk-testing/ci/staging
-      - --gke-environment=test
-      - --image-family=pipeline-1
-      - --image-project=ubuntu-os-gke-cloud-devel
-      - --gcp-node-image=custom
-      - --extract=ci/k8s-stable3
-      - --timeout=600m
-      - --test_args=--ginkgo.focus=\[Feature:ClusterSizeAutoscalingScaleUp\]|\[Feature:ClusterSizeAutoscalingScaleDown\] --ginkgo.skip=\[Flaky\] --minStartupPods=8
-      env:
-      image: gcr.io/k8s-testimages/kubekins-e2e:v20190914-ef4a69c-master
-  annotations:
-    testgrid-tab-name: gke-ubuntu1-k8sstable3-autoscaling
-    testgrid-dashboards: sig-release-1.13-all, canonical-ubuntu1-k8sstable3
 - tags:
   - generated   # AUTO-GENERATED by experiment/generate_tests.py - DO NOT EDIT!
   interval: 6h
@@ -2467,38 +2339,6 @@ periodics:
   annotations:
     testgrid-tab-name: gke-ubuntu2-k8sbeta-alphafeatures
     testgrid-dashboards: sig-release-1.16-all, canonical-ubuntu2-k8sbeta
-- tags:
-  - generated   # AUTO-GENERATED by experiment/generate_tests.py - DO NOT EDIT!
-  interval: 2h
-  labels:
-    preset-service-account: 'true'
-    preset-k8s-ssh: 'true'
-  name: ci-kubernetes-e2e-gke-ubuntu2-k8sbeta-autoscaling
-  spec:
-    containers:
-    - args:
-      - --bare
-      - --timeout=620
-      - --scenario=kubernetes_e2e
-      - --
-      - --cluster=test-d3d51dabf1
-      - --check-leaked-resources
-      - --provider=gke
-      - --deployment=gke
-      - --gcp-zone=us-west1-b
-      - --gcp-cloud-sdk=gs://cloud-sdk-testing/ci/staging
-      - --gke-environment=test
-      - --image-family=pipeline-2
-      - --image-project=ubuntu-os-gke-cloud-devel
-      - --gcp-node-image=custom
-      - --extract=ci/k8s-beta
-      - --timeout=600m
-      - --test_args=--ginkgo.focus=\[Feature:ClusterSizeAutoscalingScaleUp\]|\[Feature:ClusterSizeAutoscalingScaleDown\]|\[Feature:ClusterSizeAutoscalingScaleWithNAP\] --ginkgo.skip=\[Flaky\] --minStartupPods=8
-      env:
-      image: gcr.io/k8s-testimages/kubekins-e2e:v20190914-ef4a69c-master
-  annotations:
-    testgrid-tab-name: gke-ubuntu2-k8sbeta-autoscaling
-    testgrid-dashboards: sig-release-1.16-all, canonical-ubuntu2-k8sbeta
 - tags:
   - generated   # AUTO-GENERATED by experiment/generate_tests.py - DO NOT EDIT!
   interval: 2h
@@ -2762,38 +2602,6 @@ periodics:
   annotations:
     testgrid-tab-name: gke-ubuntu2-k8sstable1-alphafeatures
     testgrid-dashboards: sig-release-1.15-all, canonical-ubuntu2-k8sstable1
-- tags:
-  - generated   # AUTO-GENERATED by experiment/generate_tests.py - DO NOT EDIT!
-  interval: 4h
-  labels:
-    preset-service-account: 'true'
-    preset-k8s-ssh: 'true'
-  name: ci-kubernetes-e2e-gke-ubuntu2-k8sstable1-autoscaling
-  spec:
-    containers:
-    - args:
-      - --bare
-      - --timeout=620
-      - --scenario=kubernetes_e2e
-      - --
-      - --cluster=test-8bcaeb558b
-      - --check-leaked-resources
-      - --provider=gke
-      - --deployment=gke
-      - --gcp-zone=us-west1-b
-      - --gcp-cloud-sdk=gs://cloud-sdk-testing/ci/staging
-      - --gke-environment=test
-      - --image-family=pipeline-2
-      - --image-project=ubuntu-os-gke-cloud-devel
-      - --gcp-node-image=custom
-      - --extract=ci/k8s-stable1
-      - --timeout=600m
-      - --test_args=--ginkgo.focus=\[Feature:ClusterSizeAutoscalingScaleUp\]|\[Feature:ClusterSizeAutoscalingScaleDown\] --ginkgo.skip=\[Flaky\] --minStartupPods=8
-      env:
-      image: gcr.io/k8s-testimages/kubekins-e2e:v20190914-ef4a69c-master
-  annotations:
-    testgrid-tab-name: gke-ubuntu2-k8sstable1-autoscaling
-    testgrid-dashboards: sig-release-1.15-all, canonical-ubuntu2-k8sstable1
 - tags:
   - generated   # AUTO-GENERATED by experiment/generate_tests.py - DO NOT EDIT!
   interval: 4h
@@ -3057,38 +2865,6 @@ periodics:
   annotations:
     testgrid-tab-name: gke-ubuntu2-k8sstable2-alphafeatures
     testgrid-dashboards: sig-release-1.14-all, canonical-ubuntu2-k8sstable2
-- tags:
-  - generated   # AUTO-GENERATED by experiment/generate_tests.py - DO NOT EDIT!
-  interval: 6h
-  labels:
-    preset-service-account: 'true'
-    preset-k8s-ssh: 'true'
-  name: ci-kubernetes-e2e-gke-ubuntu2-k8sstable2-autoscaling
-  spec:
-    containers:
-    - args:
-      - --bare
-      - --timeout=620
-      - --scenario=kubernetes_e2e
-      - --
-      - --cluster=test-e5ed94926c
-      - --check-leaked-resources
-      - --provider=gke
-      - --deployment=gke
-      - --gcp-zone=us-west1-b
-      - --gcp-cloud-sdk=gs://cloud-sdk-testing/ci/staging
-      - --gke-environment=test
-      - --image-family=pipeline-2
-      - --image-project=ubuntu-os-gke-cloud-devel
-      - --gcp-node-image=custom
-      - --extract=ci/k8s-stable2
-      - --timeout=600m
-      - --test_args=--ginkgo.focus=\[Feature:ClusterSizeAutoscalingScaleUp\]|\[Feature:ClusterSizeAutoscalingScaleDown\] --ginkgo.skip=\[Flaky\] --minStartupPods=8
-      env:
-      image: gcr.io/k8s-testimages/kubekins-e2e:v20190914-ef4a69c-master
-  annotations:
-    testgrid-tab-name: gke-ubuntu2-k8sstable2-autoscaling
-    testgrid-dashboards: sig-release-1.14-all, canonical-ubuntu2-k8sstable2
 - tags:
   - generated   # AUTO-GENERATED by experiment/generate_tests.py - DO NOT EDIT!
   interval: 6h
@@ -3352,38 +3128,6 @@ periodics:
   annotations:
     testgrid-tab-name: gke-ubuntu2-k8sstable3-alphafeatures
     testgrid-dashboards: sig-release-1.13-all, canonical-ubuntu2-k8sstable3
-- tags:
-  - generated   # AUTO-GENERATED by experiment/generate_tests.py - DO NOT EDIT!
-  interval: 6h
-  labels:
-    preset-service-account: 'true'
-    preset-k8s-ssh: 'true'
-  name: ci-kubernetes-e2e-gke-ubuntu2-k8sstable3-autoscaling
-  spec:
-    containers:
-    - args:
-      - --bare
-      - --timeout=620
-      - --scenario=kubernetes_e2e
-      - --
-      - --cluster=test-da32a62fd8
-      - --check-leaked-resources
-      - --provider=gke
-      - --deployment=gke
-      - --gcp-zone=us-west1-b
-      - --gcp-cloud-sdk=gs://cloud-sdk-testing/ci/staging
-      - --gke-environment=test
-      - --image-family=pipeline-2
-      - --image-project=ubuntu-os-gke-cloud-devel
-      - --gcp-node-image=custom
-      - --extract=ci/k8s-stable3
-      - --timeout=600m
-      - --test_args=--ginkgo.focus=\[Feature:ClusterSizeAutoscalingScaleUp\]|\[Feature:ClusterSizeAutoscalingScaleDown\] --ginkgo.skip=\[Flaky\] --minStartupPods=8
-      env:
-      image: gcr.io/k8s-testimages/kubekins-e2e:v20190914-ef4a69c-master
-  annotations:
-    testgrid-tab-name: gke-ubuntu2-k8sstable3-autoscaling
-    testgrid-dashboards: sig-release-1.13-all, canonical-ubuntu2-k8sstable3
 - tags:
   - generated   # AUTO-GENERATED by experiment/generate_tests.py - DO NOT EDIT!
   interval: 6h
@@ -3729,7 +3473,7 @@ periodics:
     testgrid-dashboards: sig-release-1.16-blocking
 - tags:
   - generated   # AUTO-GENERATED by experiment/generate_tests.py - DO NOT EDIT!
-  interval: 1h
+  INTERVAL: 1h
   labels:
     preset-service-account: 'true'
     preset-k8s-ssh: 'true'
diff --git a/config/jobs/kubernetes/sig-autoscaling/sig-autoscaling-config.yaml b/config/jobs/kubernetes/sig-autoscaling/sig-autoscaling-config.yaml
index e34ce2563578..9d5ae8f89a15 100644
--- a/config/jobs/kubernetes/sig-autoscaling/sig-autoscaling-config.yaml
+++ b/config/jobs/kubernetes/sig-autoscaling/sig-autoscaling-config.yaml
@@ -274,35 +274,6 @@ periodics:
   annotations:
     testgrid-dashboards: sig-autoscaling-hpa
     testgrid-tab-name: gci-gce-autoscaling-migs-hpa
-- interval: 30m
-  name: ci-kubernetes-e2e-gci-gke-autoscaling
-  labels:
-    preset-gke-alpha-service: "true"
-    preset-k8s-ssh: "true"
-  spec:
-    containers:
-    - args:
-      - --timeout=620
-      - --bare
-      - --scenario=kubernetes_e2e
-      - --
-      - --check-leaked-resources
-      - --cluster=ca
-      - --deployment=gke
-      - --extract=ci/latest
-      - --gcp-cloud-sdk=gs://cloud-sdk-testing/ci/staging
-      - --gcp-node-image=gci
-      - --gcp-project=k8s-e2e-gci-gke-autoscaling
-      - --gcp-zone=us-west1-b
-      - --gke-environment=test
-      - --provider=gke
-      - --test_args=--ginkgo.focus=\[Feature:ClusterSizeAutoscalingScaleUp\]|\[Feature:ClusterSizeAutoscalingScaleDown\]|\[Feature:ClusterSizeAutoscalingScaleWithNAP\] --ginkgo.skip=\[Flaky\] --minStartupPods=8
-      - --timeout=600m
-      image: gcr.io/k8s-testimages/kubekins-e2e:v20190914-ef4a69c-master
-
-  annotations:
-    testgrid-dashboards: sig-autoscaling-cluster-autoscaler
-    testgrid-tab-name: gci-gke-autoscaling
 - interval: 30m
   name: ci-kubernetes-e2e-gci-gke-autoscaling-hpa-cm
   labels:
@@ -332,35 +303,6 @@ periodics:
   annotations:
     testgrid-dashboards: sig-autoscaling-hpa
     testgrid-tab-name: gci-gke-autoscaling-hpa-cm
-- interval: 30m
-  name: ci-kubernetes-e2e-gci-gke-autoscaling-regional
-  labels:
-    preset-gke-alpha-service: "true"
-    preset-k8s-ssh: "true"
-  spec:
-    containers:
-    - args:
-      - --timeout=440
-      - --bare
-      - --scenario=kubernetes_e2e
-      - --
-      - --check-leaked-resources
-      - --deployment=gke
-      - --extract=ci/latest
-      - --gcp-cloud-sdk=gs://cloud-sdk-testing/ci/staging
-      - --gcp-node-image=gci
-      - --gcp-project=k8s-jkns-gci-autoscaling-regio
-      - --gcp-region=us-central1
-      - --gke-command-group=beta
-      - --gke-environment=test
-      - --gke-single-zone-node-instance-group=false
-      - --provider=gke
-      - --test_args=--gce-multizone=true --ginkgo.focus=\[Feature:ClusterSizeAutoscalingScaleUp\]|\[Feature:ClusterSizeAutoscalingScaleDown\] --ginkgo.skip=\[Flaky\] --minStartupPods=8
-      - --timeout=400m
-      image: gcr.io/k8s-testimages/kubekins-e2e:v20190914-ef4a69c-master
-  annotations:
-    testgrid-dashboards: sig-autoscaling-cluster-autoscaler
-    testgrid-tab-name: gci-gke-autoscaling-regional
 - interval: 30m
   name: ci-kubernetes-e2e-autoscaling-hpa-cpu
   labels:
diff --git a/config/jobs/kubernetes/sig-cloud-provider/gcp/gpu/gcp-gpu-autoscaling.yaml b/config/jobs/kubernetes/sig-cloud-provider/gcp/gpu/gcp-gpu-autoscaling.yaml
deleted file mode 100644
index dd5316227beb..000000000000
--- a/config/jobs/kubernetes/sig-cloud-provider/gcp/gpu/gcp-gpu-autoscaling.yaml
+++ /dev/null
@@ -1,90 +0,0 @@
-periodics:
-- cron: "0 0-23/4 * * *"
-  name: ci-kubernetes-e2e-gci-gke-autoscaling-gpu-k80
-  labels:
-    preset-service-account: "true"
-    preset-k8s-ssh: "true"
-  spec:
-    containers:
-    - args:
-      - --timeout=170
-      - --bare
-      - --scenario=kubernetes_e2e
-      - --
-      - --check-leaked-resources
-      - --cluster=ca-gpu
-      - --deployment=gke
-      - --env=TESTED_GPU_TYPE=nvidia-tesla-k80
-      - --extract=ci/latest
-      - --gcp-cloud-sdk=gs://cloud-sdk-testing/ci/staging
-      - --gcp-node-image=gci
-      - --gcp-project-type=gpu-project
-      - --gcp-zone=us-west1-b
-      - --gke-environment=test
-      - --provider=gke
-      - --test_args=--ginkgo.focus=\[Feature:ClusterSizeAutoscalingGpu\] --ginkgo.skip=\[Flaky\]
-      - --timeout=150m
-      image: gcr.io/k8s-testimages/kubekins-e2e:v20190914-ef4a69c-master
-
-  annotations:
-    testgrid-dashboards: sig-autoscaling-cluster-autoscaler
-    testgrid-tab-name: gci-gke-autoscaling-gpu-k80
-- cron: "0 2-23/4 * * *"
-  name: ci-kubernetes-e2e-gci-gke-autoscaling-gpu-p100
-  labels:
-    preset-service-account: "true"
-    preset-k8s-ssh: "true"
-  spec:
-    containers:
-    - args:
-      - --timeout=170
-      - --bare
-      - --scenario=kubernetes_e2e
-      - --
-      - --check-leaked-resources
-      - --cluster=ca-gpu
-      - --deployment=gke
-      - --env=TESTED_GPU_TYPE=nvidia-tesla-p100
-      - --extract=ci/latest
-      - --gcp-cloud-sdk=gs://cloud-sdk-testing/ci/staging
-      - --gcp-node-image=gci
-      - --gcp-project-type=gpu-project
-      - --gcp-zone=us-west1-b
-      - --gke-environment=test
-      - --provider=gke
-      - --test_args=--ginkgo.focus=\[Feature:ClusterSizeAutoscalingGpu\] --ginkgo.skip=\[Flaky\]
-      - --timeout=150m
-      image: gcr.io/k8s-testimages/kubekins-e2e:v20190914-ef4a69c-master
-
-  annotations:
-    testgrid-dashboards: sig-autoscaling-cluster-autoscaler
-    testgrid-tab-name: gci-gke-autoscaling-gpu-p100
-- interval: 4h
-  name: ci-kubernetes-e2e-gci-gke-autoscaling-gpu-v100
-  labels:
-    preset-service-account: "true"
-    preset-k8s-ssh: "true"
-  spec:
-    containers:
-    - args:
-      - --timeout=170
-      - --bare
-      - --scenario=kubernetes_e2e
-      - --
-      - --check-leaked-resources
-      - --cluster=ca-gpu
-      - --deployment=gke
-      - --env=TESTED_GPU_TYPE=nvidia-tesla-v100
-      - --extract=ci/latest
-      - --gcp-cloud-sdk=gs://cloud-sdk-testing/ci/staging
-      - --gcp-node-image=gci
-      - --gcp-project=k8s-gke-gpu-boskos-v100
-      - --gcp-zone=us-west1-b
-      - --gke-environment=test
-      - --provider=gke
-      - --test_args=--ginkgo.focus=\[Feature:ClusterSizeAutoscalingGpu\] --ginkgo.skip=\[Flaky\]
-      - --timeout=150m
-      image: gcr.io/k8s-testimages/kubekins-e2e:v20190914-ef4a69c-master
-  annotations:
-    testgrid-dashboards: sig-autoscaling-cluster-autoscaler
-    testgrid-tab-name: gci-gke-autoscaling-gpu-v100
diff --git a/config/testgrids/config.yaml b/config/testgrids/config.yaml
index 97fbbd9972b6..a6eaa76c30f7 100644
--- a/config/testgrids/config.yaml
+++ b/config/testgrids/config.yaml
@@ -613,21 +613,6 @@ dashboards:
     base_options: exclude-filter-by-regex=^BeforeSuite$
     alert_options:
       alert_mail_to_addresses: gke-kubernetes-accelerators-bugs@google.com
-  - name: gke-device-plugin-gpu-autoscaling-k80
-    test_group_name: ci-kubernetes-e2e-gci-gke-autoscaling-gpu-k80
-    base_options: exclude-filter-by-regex=^BeforeSuite$
-    alert_options:
-      alert_mail_to_addresses: gke-kubernetes-accelerators-bugs@google.com
-  - name: gke-device-plugin-gpu-autoscaling-p100
-    test_group_name: ci-kubernetes-e2e-gci-gke-autoscaling-gpu-p100
-    base_options: exclude-filter-by-regex=^BeforeSuite$
-    alert_options:
-      alert_mail_to_addresses: gke-kubernetes-accelerators-bugs@google.com
-  - name: gke-device-plugin-gpu-autoscaling-v100
-    test_group_name: ci-kubernetes-e2e-gci-gke-autoscaling-gpu-v100
-    base_options: exclude-filter-by-regex=^BeforeSuite$
-    alert_options:
-      alert_mail_to_addresses: gke-kubernetes-accelerators-bugs@google.com
   - name: gce-1.11-1.12-gpu-master-upgrade
     test_group_name: ci-kubernetes-e2e-gce-gpu-stable1-beta-master-upgrade
     base_options: exclude-filter-by-regex=^BeforeSuite$
diff --git a/config/testgrids/generated-test-config.yaml b/config/testgrids/generated-test-config.yaml
index 2071825e4ec8..164a7ac805b9 100644
--- a/config/testgrids/generated-test-config.yaml
+++ b/config/testgrids/generated-test-config.yaml
@@ -176,13 +176,6 @@ test_groups:
   - configuration_value: master_os_image
   - configuration_value: Commit
   - configuration_value: infra-commit
-- name: ci-kubernetes-e2e-gke-ubuntu1-k8sbeta-autoscaling
-  gcs_prefix: kubernetes-jenkins/logs/ci-kubernetes-e2e-gke-ubuntu1-k8sbeta-autoscaling
-  column_header:
-  - configuration_value: node_os_image
-  - configuration_value: master_os_image
-  - configuration_value: Commit
-  - configuration_value: infra-commit
 - name: ci-kubernetes-e2e-gke-ubuntu1-k8sbeta-default
   gcs_prefix: kubernetes-jenkins/logs/ci-kubernetes-e2e-gke-ubuntu1-k8sbeta-default
   column_header:
@@ -239,13 +232,6 @@ test_groups:
   - configuration_value: master_os_image
   - configuration_value: Commit
   - configuration_value: infra-commit
-- name: ci-kubernetes-e2e-gke-ubuntu1-k8sstable1-autoscaling
-  gcs_prefix: kubernetes-jenkins/logs/ci-kubernetes-e2e-gke-ubuntu1-k8sstable1-autoscaling
-  column_header:
-  - configuration_value: node_os_image
-  - configuration_value: master_os_image
-  - configuration_value: Commit
-  - configuration_value: infra-commit
 - name: ci-kubernetes-e2e-gke-ubuntu1-k8sstable1-default
   gcs_prefix: kubernetes-jenkins/logs/ci-kubernetes-e2e-gke-ubuntu1-k8sstable1-default
   column_header:
@@ -302,13 +288,6 @@ test_groups:
   - configuration_value: master_os_image
   - configuration_value: Commit
   - configuration_value: infra-commit
-- name: ci-kubernetes-e2e-gke-ubuntu1-k8sstable2-autoscaling
-  gcs_prefix: kubernetes-jenkins/logs/ci-kubernetes-e2e-gke-ubuntu1-k8sstable2-autoscaling
-  column_header:
-  - configuration_value: node_os_image
-  - configuration_value: master_os_image
-  - configuration_value: Commit
-  - configuration_value: infra-commit
 - name: ci-kubernetes-e2e-gke-ubuntu1-k8sstable2-default
   gcs_prefix: kubernetes-jenkins/logs/ci-kubernetes-e2e-gke-ubuntu1-k8sstable2-default
   column_header:
@@ -365,13 +344,6 @@ test_groups:
   - configuration_value: master_os_image
   - configuration_value: Commit
   - configuration_value: infra-commit
-- name: ci-kubernetes-e2e-gke-ubuntu1-k8sstable3-autoscaling
-  gcs_prefix: kubernetes-jenkins/logs/ci-kubernetes-e2e-gke-ubuntu1-k8sstable3-autoscaling
-  column_header:
-  - configuration_value: node_os_image
-  - configuration_value: master_os_image
-  - configuration_value: Commit
-  - configuration_value: infra-commit
 - name: ci-kubernetes-e2e-gke-ubuntu1-k8sstable3-default
   gcs_prefix: kubernetes-jenkins/logs/ci-kubernetes-e2e-gke-ubuntu1-k8sstable3-default
   column_header:
@@ -428,13 +400,6 @@ test_groups:
   - configuration_value: master_os_image
   - configuration_value: Commit
   - configuration_value: infra-commit
-- name: ci-kubernetes-e2e-gke-ubuntu2-k8sbeta-autoscaling
-  gcs_prefix: kubernetes-jenkins/logs/ci-kubernetes-e2e-gke-ubuntu2-k8sbeta-autoscaling
-  column_header:
-  - configuration_value: node_os_image
-  - configuration_value: master_os_image
-  - configuration_value: Commit
-  - configuration_value: infra-commit
 - name: ci-kubernetes-e2e-gke-ubuntu2-k8sbeta-default
   gcs_prefix: kubernetes-jenkins/logs/ci-kubernetes-e2e-gke-ubuntu2-k8sbeta-default
   column_header:
@@ -491,13 +456,6 @@ test_groups:
   - configuration_value: master_os_image
   - configuration_value: Commit
   - configuration_value: infra-commit
-- name: ci-kubernetes-e2e-gke-ubuntu2-k8sstable1-autoscaling
-  gcs_prefix: kubernetes-jenkins/logs/ci-kubernetes-e2e-gke-ubuntu2-k8sstable1-autoscaling
-  column_header:
-  - configuration_value: node_os_image
-  - configuration_value: master_os_image
-  - configuration_value: Commit
-  - configuration_value: infra-commit
 - name: ci-kubernetes-e2e-gke-ubuntu2-k8sstable1-default
   gcs_prefix: kubernetes-jenkins/logs/ci-kubernetes-e2e-gke-ubuntu2-k8sstable1-default
   column_header:
@@ -554,13 +512,6 @@ test_groups:
   - configuration_value: master_os_image
   - configuration_value: Commit
   - configuration_value: infra-commit
-- name: ci-kubernetes-e2e-gke-ubuntu2-k8sstable2-autoscaling
-  gcs_prefix: kubernetes-jenkins/logs/ci-kubernetes-e2e-gke-ubuntu2-k8sstable2-autoscaling
-  column_header:
-  - configuration_value: node_os_image
-  - configuration_value: master_os_image
-  - configuration_value: Commit
-  - configuration_value: infra-commit
 - name: ci-kubernetes-e2e-gke-ubuntu2-k8sstable2-default
   gcs_prefix: kubernetes-jenkins/logs/ci-kubernetes-e2e-gke-ubuntu2-k8sstable2-default
   column_header:
@@ -617,13 +568,6 @@ test_groups:
   - configuration_value: master_os_image
   - configuration_value: Commit
   - configuration_value: infra-commit
-- name: ci-kubernetes-e2e-gke-ubuntu2-k8sstable3-autoscaling
-  gcs_prefix: kubernetes-jenkins/logs/ci-kubernetes-e2e-gke-ubuntu2-k8sstable3-autoscaling
-  column_header:
-  - configuration_value: node_os_image
-  - configuration_value: master_os_image
-  - configuration_value: Commit
-  - configuration_value: infra-commit
 - name: ci-kubernetes-e2e-gke-ubuntu2-k8sstable3-default
   gcs_prefix: kubernetes-jenkins/logs/ci-kubernetes-e2e-gke-ubuntu2-k8sstable3-default
   column_header:
diff --git a/config/testgrids/kubernetes/sig-autoscaling/config.yaml b/config/testgrids/kubernetes/sig-autoscaling/config.yaml
index 8e7898fdf5f1..3c61ab30ea6d 100644
--- a/config/testgrids/kubernetes/sig-autoscaling/config.yaml
+++ b/config/testgrids/kubernetes/sig-autoscaling/config.yaml
@@ -7,22 +7,5 @@ dashboard_groups:
 
 dashboards:
 - name: sig-autoscaling-cluster-autoscaler
-  dashboard_tab:
-    - name: gke-ubuntu1-k8sbeta-autoscaling
-      test_group_name: ci-kubernetes-e2e-gke-ubuntu1-k8sbeta-autoscaling
-    - name: gke-ubuntu1-k8sstable1-autoscaling
-      test_group_name: ci-kubernetes-e2e-gke-ubuntu1-k8sstable1-autoscaling
-    - name: gke-ubuntu1-k8sstable2-autoscaling
-      test_group_name: ci-kubernetes-e2e-gke-ubuntu1-k8sstable2-autoscaling
-    - name: gke-ubuntu1-k8sstable3-autoscaling
-      test_group_name: ci-kubernetes-e2e-gke-ubuntu1-k8sstable3-autoscaling
-    - name: gke-ubuntu2-k8sbeta-autoscaling
-      test_group_name: ci-kubernetes-e2e-gke-ubuntu2-k8sbeta-autoscaling
-    - name: gke-ubuntu2-k8sstable1-autoscaling
-      test_group_name: ci-kubernetes-e2e-gke-ubuntu2-k8sstable1-autoscaling
-    - name: gke-ubuntu2-k8sstable2-autoscaling
-      test_group_name: ci-kubernetes-e2e-gke-ubuntu2-k8sstable2-autoscaling
-    - name: gke-ubuntu2-k8sstable3-autoscaling
-      test_group_name: ci-kubernetes-e2e-gke-ubuntu2-k8sstable3-autoscaling
 - name: sig-autoscaling-hpa
 - name: sig-autoscaling-vpa
diff --git a/experiment/test_config.yaml b/experiment/test_config.yaml
index 7a7404fc2efd..847f13982d3d 100644
--- a/experiment/test_config.yaml
+++ b/experiment/test_config.yaml
@@ -347,12 +347,6 @@ jobs:
   ci-kubernetes-e2e-gke-ubuntu1-k8sstable1-alphafeatures:
     interval: 4h
     sigOwners: [sig-cloud-provider-gcp]
-  ci-kubernetes-e2e-gke-ubuntu1-k8sstable1-autoscaling:
-    interval: 4h
-    sigOwners: [sig-cloud-provider-gcp]
-    args:
-    - --test_args=--ginkgo.focus=\[Feature:ClusterSizeAutoscalingScaleUp\]|\[Feature:ClusterSizeAutoscalingScaleDown\]
-      --ginkgo.skip=\[Flaky\] --minStartupPods=8
   ci-kubernetes-e2e-gke-ubuntu1-k8sstable1-default:
     interval: 4h
     sigOwners: [sig-cloud-provider-gcp]
@@ -381,12 +375,6 @@ jobs:
   ci-kubernetes-e2e-gke-ubuntu1-k8sstable2-alphafeatures:
     interval: 6h
     sigOwners: [sig-cloud-provider-gcp]
-  ci-kubernetes-e2e-gke-ubuntu1-k8sstable2-autoscaling:
-    interval: 6h
-    sigOwners: [sig-cloud-provider-gcp]
-    args:
-    - --test_args=--ginkgo.focus=\[Feature:ClusterSizeAutoscalingScaleUp\]|\[Feature:ClusterSizeAutoscalingScaleDown\]
-      --ginkgo.skip=\[Flaky\] --minStartupPods=8
   ci-kubernetes-e2e-gke-ubuntu1-k8sstable2-default:
     interval: 6h
     sigOwners: [sig-cloud-provider-gcp]
@@ -415,12 +403,6 @@ jobs:
   ci-kubernetes-e2e-gke-ubuntu1-k8sstable3-alphafeatures:
     interval: 6h
     sigOwners: [sig-cloud-provider-gcp]
-  ci-kubernetes-e2e-gke-ubuntu1-k8sstable3-autoscaling:
-    interval: 6h
-    sigOwners: [sig-cloud-provider-gcp]
-    args:
-    - --test_args=--ginkgo.focus=\[Feature:ClusterSizeAutoscalingScaleUp\]|\[Feature:ClusterSizeAutoscalingScaleDown\]
-      --ginkgo.skip=\[Flaky\] --minStartupPods=8
   ci-kubernetes-e2e-gke-ubuntu1-k8sstable3-default:
     interval: 6h
     sigOwners: [sig-cloud-provider-gcp]
@@ -480,12 +462,6 @@ jobs:
   ci-kubernetes-e2e-gke-ubuntu2-k8sstable1-alphafeatures:
     interval: 4h
     sigOwners: [sig-cloud-provider-gcp]
-  ci-kubernetes-e2e-gke-ubuntu2-k8sstable1-autoscaling:
-    interval: 4h
-    sigOwners: [sig-cloud-provider-gcp]
-    args:
-    - --test_args=--ginkgo.focus=\[Feature:ClusterSizeAutoscalingScaleUp\]|\[Feature:ClusterSizeAutoscalingScaleDown\]
-      --ginkgo.skip=\[Flaky\] --minStartupPods=8
   ci-kubernetes-e2e-gke-ubuntu2-k8sstable1-default:
     interval: 4h
     sigOwners: [sig-cloud-provider-gcp]
@@ -514,12 +490,6 @@ jobs:
   ci-kubernetes-e2e-gke-ubuntu2-k8sstable2-alphafeatures:
     interval: 6h
     sigOwners: [sig-cloud-provider-gcp]
-  ci-kubernetes-e2e-gke-ubuntu2-k8sstable2-autoscaling:
-    interval: 6h
-    sigOwners: [sig-cloud-provider-gcp]
-    args:
-    - --test_args=--ginkgo.focus=\[Feature:ClusterSizeAutoscalingScaleUp\]|\[Feature:ClusterSizeAutoscalingScaleDown\]
-      --ginkgo.skip=\[Flaky\] --minStartupPods=8
   ci-kubernetes-e2e-gke-ubuntu2-k8sstable2-default:
     interval: 6h
     sigOwners: [sig-cloud-provider-gcp]
@@ -548,12 +518,6 @@ jobs:
   ci-kubernetes-e2e-gke-ubuntu2-k8sstable3-alphafeatures:
     interval: 6h
     sigOwners: [sig-cloud-provider-gcp]
-  ci-kubernetes-e2e-gke-ubuntu2-k8sstable3-autoscaling:
-    interval: 6h
-    sigOwners: [sig-cloud-provider-gcp]
-    args:
-    - --test_args=--ginkgo.focus=\[Feature:ClusterSizeAutoscalingScaleUp\]|\[Feature:ClusterSizeAutoscalingScaleDown\]
-      --ginkgo.skip=\[Flaky\] --minStartupPods=8
   ci-kubernetes-e2e-gke-ubuntu2-k8sstable3-default:
     interval: 6h
     sigOwners: [sig-cloud-provider-gcp]
@@ -848,11 +812,6 @@ testSuites:
     - --timeout=180m
     - --test_args=--ginkgo.focus=\[Feature:(ExternalTrafficLocalOnly|DynamicKubeletConfig)\]
       --minStartupPods=8
-  autoscaling:
-    args:
-    - --timeout=600m
-    - --test_args=--ginkgo.focus=\[Feature:ClusterSizeAutoscalingScaleUp\]|\[Feature:ClusterSizeAutoscalingScaleDown\]|\[Feature:ClusterSizeAutoscalingScaleWithNAP\]
-      --ginkgo.skip=\[Flaky\] --minStartupPods=8
   default:
     args:
     - --timeout=120m