diff --git a/CHANGES.md b/CHANGES.md
index 03214fed..64a747dc 100644
--- a/CHANGES.md
+++ b/CHANGES.md
@@ -16,6 +16,7 @@ Release Notes.
 * Add `Tracing APIs` document into `Manual APIs`.
 
 #### Bug Fixes
+* Fix Docker image not supporting the `arm64` platform.
 
 #### Issues and PR
 - All issues are [here](https://github.com/apache/skywalking/milestone/189?closed=1)
diff --git a/Dockerfile b/Dockerfile
index b5e3b31f..1ed427aa 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -22,9 +22,12 @@ ARG BASE_BUILDER_IMAGE='golang:1.18'
 FROM ${BASE_BUILDER_IMAGE} as builder
 # Go Agent Version
 ARG VERSION
+# Current ARCH
+ARG TARGETARCH
+
 WORKDIR /skywalking-go
 COPY . .
-RUN VERSION=$VERSION make -C tools/go-agent linux
+RUN VERSION=$VERSION ARCH=$TARGETARCH make -C tools/go-agent linux
 
 FROM ${BASE_GO_IMAGE}