diff --git a/cluster/addons/fluentd-elasticsearch/fluentd-es-image/Dockerfile b/cluster/addons/fluentd-elasticsearch/fluentd-es-image/Dockerfile
index 45ba669e9ae..a6dfb10d272 100644
--- a/cluster/addons/fluentd-elasticsearch/fluentd-es-image/Dockerfile
+++ b/cluster/addons/fluentd-elasticsearch/fluentd-es-image/Dockerfile
@@ -32,12 +32,13 @@ COPY Gemfile /Gemfile
 
 SHELL ["/bin/bash", "-e", "-o", "pipefail", "-c"]
 
+# hadolint ignore=DL3008,DL3028
 RUN apt-get update && \
     apt-get install -y --no-install-recommends g++ gcc make && \
+    rm -rf /var/lib/apt/lists/* && \
     echo 'gem: --no-document' >> /etc/gemrc && \
     gem install --file Gemfile
 
-
 FROM ruby:2.7-slim-buster
 
 ARG DEBIAN_FRONTEND=noninteractive
@@ -49,10 +50,11 @@ COPY --from=builder /usr/local/bundle/ /usr/local/bundle
 
 SHELL ["/bin/bash", "-e", "-o", "pipefail", "-c"]
 
+# hadolint ignore=DL3008
 RUN apt-get update && \
     apt-get install -y --no-install-recommends libjemalloc2 && \
     apt-get clean -y && \
-    ulimit -n 65536 && \    
+    ulimit -n 65536 && \
     rm -rf \
         /var/cache/debconf/* \
         /var/lib/apt/lists/* \
@@ -63,7 +65,5 @@ RUN apt-get update && \
 # Expose prometheus metrics.
 EXPOSE 80
 
-ENV LD_PRELOAD=/usr/lib/x86_64-linux-gnu/libjemalloc.so.2
-
 # Start Fluentd to pick up our config that watches Docker container logs.
 CMD ["/entrypoint.sh"]
diff --git a/cluster/addons/fluentd-elasticsearch/fluentd-es-image/Gemfile b/cluster/addons/fluentd-elasticsearch/fluentd-es-image/Gemfile
index cdbdeea9763..89de25dc645 100644
--- a/cluster/addons/fluentd-elasticsearch/fluentd-es-image/Gemfile
+++ b/cluster/addons/fluentd-elasticsearch/fluentd-es-image/Gemfile
@@ -1,14 +1,13 @@
 source 'https://rubygems.org'
 
-gem 'activesupport', '6.0.3.4'
-gem 'elasticsearch-xpack', '7.9.0'
-gem 'fluentd', '1.11.4'
+gem 'activesupport', '6.1.1'
+gem 'elasticsearch-xpack', '7.10.1'
+gem 'fluentd', '1.12.0'
 gem 'fluent-plugin-concat', '2.4.0'
 gem 'fluent-plugin-detect-exceptions', '0.0.13'
-gem 'fluent-plugin-elasticsearch', '4.2.2'
-gem 'fluent-plugin-kubernetes_metadata_filter', '2.5.2'
+gem 'fluent-plugin-elasticsearch', '4.3.3'
+gem 'fluent-plugin-kubernetes_metadata_filter', '2.6.0'
 gem 'fluent-plugin-multi-format-parser', '1.0.0'
-gem 'fluent-plugin-prometheus', '1.8.4'
+gem 'fluent-plugin-prometheus', '1.8.5'
 gem 'fluent-plugin-systemd', '1.0.2'
-gem 'oj', '3.10.15'
-
+gem 'oj', '3.11.0'
diff --git a/cluster/addons/fluentd-elasticsearch/fluentd-es-image/Makefile b/cluster/addons/fluentd-elasticsearch/fluentd-es-image/Makefile
index 11fae71fc64..8808db0bffe 100644
--- a/cluster/addons/fluentd-elasticsearch/fluentd-es-image/Makefile
+++ b/cluster/addons/fluentd-elasticsearch/fluentd-es-image/Makefile
@@ -16,7 +16,7 @@
 
 PREFIX = quay.io/fluentd_elasticsearch
 IMAGE = fluentd
-TAG = v3.1.0
+TAG = v3.2.0
 
 build:
 	docker build --tag ${PREFIX}/${IMAGE}:${TAG} .
diff --git a/cluster/addons/fluentd-elasticsearch/fluentd-es-image/entrypoint.sh b/cluster/addons/fluentd-elasticsearch/fluentd-es-image/entrypoint.sh
index d501cb8f9ff..c7b4157ccbc 100755
--- a/cluster/addons/fluentd-elasticsearch/fluentd-es-image/entrypoint.sh
+++ b/cluster/addons/fluentd-elasticsearch/fluentd-es-image/entrypoint.sh
@@ -1,4 +1,4 @@
-#!/bin/sh
+#!/bin/bash
 
 # Copyright 2017 The Kubernetes Authors.
 #
@@ -20,6 +20,13 @@
 # For systems without journald
 mkdir -p /var/log/journal
 
+# set ld preload
+if dpkg --print-architecture | grep -q amd64;then
+    export LD_PRELOAD=/usr/lib/x86_64-linux-gnu/libjemalloc.so.2
+else
+    export LD_PRELOAD=/usr/lib/aarch64-linux-gnu/libjemalloc.so.2
+fi
+
 # Use exec to get the signal
 # A non-quoted string and add the comment to prevent shellcheck failures on this line.
 # See https://github.com/koalaman/shellcheck/wiki/SC2086