diff --git a/.github/workflows/release-dev-builder-images.yaml b/.github/workflows/release-dev-builder-images.yaml
index 3a6a3e40f8..90a3d33f50 100644
--- a/.github/workflows/release-dev-builder-images.yaml
+++ b/.github/workflows/release-dev-builder-images.yaml
@@ -29,7 +29,7 @@ jobs:
   release-dev-builder-images:
     name: Release dev builder images
     if: ${{ inputs.release_dev_builder_ubuntu_image || inputs.release_dev_builder_centos_image || inputs.release_dev_builder_android_image }} # Only manually trigger this job.
-    runs-on: ubuntu-2204-arm
+    runs-on: ubuntu-22.04-16-cores
     outputs:
       version: ${{ steps.set-version.outputs.version }}
     steps:
diff --git a/docker/dev-builder/ubuntu/Dockerfile b/docker/dev-builder/ubuntu/Dockerfile
index c2b9d3723e..d93a8ebab1 100644
--- a/docker/dev-builder/ubuntu/Dockerfile
+++ b/docker/dev-builder/ubuntu/Dockerfile
@@ -6,7 +6,8 @@ ARG DOCKER_BUILD_ROOT=.
 ENV LANG en_US.utf8
 WORKDIR /greptimedb
 
-RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y software-properties-common
+RUN apt-get update && \
+    DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends software-properties-common
 # Install dependencies.
 RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y \
     libssl-dev \