diff --git a/ci/scripts/release.sh b/ci/scripts/release.sh
index 1c68b8acf9fa6..ac24e43712c79 100755
--- a/ci/scripts/release.sh
+++ b/ci/scripts/release.sh
@@ -19,11 +19,11 @@ echo "--- Install lld"
 dnf install -y lld
 ld.lld --version
 
-echo "--- Install dependencies for openssl"
-dnf install -y perl-core
+echo "--- Install dependencies"
+dnf install -y perl-core wget python3 python3-devel cyrus-sasl-devel rsync
 
 echo "--- Install java and maven"
-dnf install -y java-11-openjdk java-11-openjdk-devel wget python3 python3-devel cyrus-sasl-devel
+dnf install -y java-11-openjdk java-11-openjdk-devel
 pip3 install toml-cli
 wget https://rw-ci-deps-dist.s3.amazonaws.com/apache-maven-3.9.3-bin.tar.gz && tar -zxvf apache-maven-3.9.3-bin.tar.gz
 export PATH="${REPO_ROOT}/apache-maven-3.9.3/bin:$PATH"
diff --git a/docker/Dockerfile b/docker/Dockerfile
index 3d902bc2ffc6c..f9c03195b833d 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -13,7 +13,7 @@ ENV PYO3_PYTHON=python3.12
 
 FROM base AS rust-base
 
-RUN apt-get update && apt-get -y install make cmake protobuf-compiler curl bash lld unzip
+RUN apt-get update && apt-get -y install make cmake protobuf-compiler curl bash lld unzip rsync
 
 # Install Node.js as dependency for building the dashboard.
 # Bump version together with `dashboard/.node-version`.