diff --git a/components/packaging/rpm/Makefile b/components/packaging/rpm/Makefile
index 365d0ceecd..a090795dd4 100644
--- a/components/packaging/rpm/Makefile
+++ b/components/packaging/rpm/Makefile
@@ -5,7 +5,9 @@ ENGINE_DIR:=$(CURDIR)/../../engine
 CLI_DIR:=$(CURDIR)/../../cli
 GITCOMMIT=$(shell cd $(ENGINE_DIR) && git rev-parse --short HEAD)
 VERSION?=0.0.0-dev
+GO_BASE_IMAGE=golang
 GO_VERSION:=1.10.3
+GO_IMAGE=$(GO_BASE_IMAGE):$(GO_VERSION)
 GEN_RPM_VER=$(shell ./gen-rpm-ver $(CLI_DIR) $(VERSION))
 CHOWN=docker run --rm -i -v $(CURDIR):/v -w /v alpine chown
 RPMBUILD=docker run --privileged --rm -i\
@@ -48,7 +50,7 @@ centos: centos-7 ## build all centos rpm packages
 fedora-28: ## build fedora-28 rpm packages
 fedora-28: $(SOURCES)
 	$(CHOWN) -R root:root rpmbuild
-	docker build --build-arg GO_VERSION=$(GO_VERSION) -t rpmbuild-$@/$(ARCH) -f $@/Dockerfile.$(ARCH) .
+	docker build --build-arg GO_IMAGE=$(GO_IMAGE) -t rpmbuild-$@/$(ARCH) -f $@/Dockerfile.$(ARCH) .
 	$(RPMBUILD) rpmbuild-$@/$(ARCH) $(RPMBUILD_FLAGS)
 	$(CHOWN) -R $(shell id -u):$(shell id -g) rpmbuild
 
@@ -56,7 +58,7 @@ fedora-28: $(SOURCES)
 fedora-27: ## build fedora-27 rpm packages
 fedora-27: $(SOURCES)
 	$(CHOWN) -R root:root rpmbuild
-	docker build --build-arg GO_VERSION=$(GO_VERSION) -t rpmbuild-$@/$(ARCH) -f $@/Dockerfile.$(ARCH) .
+	docker build --build-arg GO_IMAGE=$(GO_IMAGE) -t rpmbuild-$@/$(ARCH) -f $@/Dockerfile.$(ARCH) .
 	$(RPMBUILD) rpmbuild-$@/$(ARCH) $(RPMBUILD_FLAGS)
 	$(CHOWN) -R $(shell id -u):$(shell id -g) rpmbuild
 
@@ -64,7 +66,7 @@ fedora-27: $(SOURCES)
 centos-7: ## build centos-7 rpm packages
 centos-7: $(SOURCES)
 	$(CHOWN) -R root:root rpmbuild
-	docker build --build-arg GO_VERSION=$(GO_VERSION) -t rpmbuild-$@/$(ARCH) -f $@/Dockerfile.$(ARCH) .
+	docker build --build-arg GO_IMAGE=$(GO_IMAGE) -t rpmbuild-$@/$(ARCH) -f $@/Dockerfile.$(ARCH) .
 	$(RPMBUILD) rpmbuild-$@/$(ARCH) $(RPMBUILD_FLAGS)
 	$(CHOWN) -R $(shell id -u):$(shell id -g) rpmbuild
 
diff --git a/components/packaging/rpm/centos-7/Dockerfile.aarch64 b/components/packaging/rpm/centos-7/Dockerfile.aarch64
index 6866f64cbb..0851a3ee9c 100644
--- a/components/packaging/rpm/centos-7/Dockerfile.aarch64
+++ b/components/packaging/rpm/centos-7/Dockerfile.aarch64
@@ -1,7 +1,5 @@
-FROM alpine:latest as golang
-RUN apk add curl
-ARG GO_VERSION
-RUN curl -fsSL "https://golang.org/dl/go${GO_VERSION}.linux-arm64.tar.gz" | tar xzC /usr/local
+ARG GO_IMAGE
+FROM ${GO_IMAGE} as golang
 
 FROM centos:7
 ENV DISTRO centos
diff --git a/components/packaging/rpm/centos-7/Dockerfile.x86_64 b/components/packaging/rpm/centos-7/Dockerfile.x86_64
index df150067cf..b6334f62dd 100644
--- a/components/packaging/rpm/centos-7/Dockerfile.x86_64
+++ b/components/packaging/rpm/centos-7/Dockerfile.x86_64
@@ -1,7 +1,5 @@
-FROM alpine:latest as golang
-RUN apk add curl
-ARG GO_VERSION
-RUN curl -fsSL "https://golang.org/dl/go${GO_VERSION}.linux-amd64.tar.gz" | tar xzC /usr/local
+ARG GO_IMAGE
+FROM ${GO_IMAGE} as golang
 
 FROM centos:7
 ENV DISTRO centos
diff --git a/components/packaging/rpm/fedora-27/Dockerfile.aarch64 b/components/packaging/rpm/fedora-27/Dockerfile.aarch64
index 0bdff95703..ee2f8b0860 100644
--- a/components/packaging/rpm/fedora-27/Dockerfile.aarch64
+++ b/components/packaging/rpm/fedora-27/Dockerfile.aarch64
@@ -1,7 +1,5 @@
-FROM alpine:latest as golang
-RUN apk add curl
-ARG GO_VERSION
-RUN curl -fsSL "https://golang.org/dl/go${GO_VERSION}.linux-arm64.tar.gz" | tar xzC /usr/local
+ARG GO_IMAGE
+FROM ${GO_IMAGE} as golang
 
 FROM fedora:27
 ENV DISTRO fedora
diff --git a/components/packaging/rpm/fedora-27/Dockerfile.x86_64 b/components/packaging/rpm/fedora-27/Dockerfile.x86_64
index e1520d81b4..ee2f8b0860 100644
--- a/components/packaging/rpm/fedora-27/Dockerfile.x86_64
+++ b/components/packaging/rpm/fedora-27/Dockerfile.x86_64
@@ -1,7 +1,5 @@
-FROM alpine:latest as golang
-RUN apk add curl
-ARG GO_VERSION
-RUN curl -fsSL "https://golang.org/dl/go${GO_VERSION}.linux-amd64.tar.gz" | tar xzC /usr/local
+ARG GO_IMAGE
+FROM ${GO_IMAGE} as golang
 
 FROM fedora:27
 ENV DISTRO fedora
diff --git a/components/packaging/rpm/fedora-28/Dockerfile.aarch64 b/components/packaging/rpm/fedora-28/Dockerfile.aarch64
index 9697dd1c5f..797422fa8f 100644
--- a/components/packaging/rpm/fedora-28/Dockerfile.aarch64
+++ b/components/packaging/rpm/fedora-28/Dockerfile.aarch64
@@ -1,7 +1,5 @@
-FROM alpine:latest as golang
-RUN apk add curl
-ARG GO_VERSION
-RUN curl -fsSL "https://golang.org/dl/go${GO_VERSION}.linux-arm64.tar.gz" | tar xzC /usr/local
+ARG GO_IMAGE
+FROM ${GO_IMAGE} as golang
 
 FROM fedora:28
 ENV DISTRO fedora
diff --git a/components/packaging/rpm/fedora-28/Dockerfile.x86_64 b/components/packaging/rpm/fedora-28/Dockerfile.x86_64
index 542c576383..da23b74991 100644
--- a/components/packaging/rpm/fedora-28/Dockerfile.x86_64
+++ b/components/packaging/rpm/fedora-28/Dockerfile.x86_64
@@ -1,7 +1,5 @@
-FROM alpine:latest as golang
-RUN apk add curl
-ARG GO_VERSION
-RUN curl -fsSL "https://golang.org/dl/go${GO_VERSION}.linux-amd64.tar.gz" | tar xzC /usr/local
+ARG GO_IMAGE
+FROM ${GO_IMAGE} as golang
 
 FROM fedora:28
 ENV DISTRO fedora