diff --git a/ci/jenkins/step/build.groovy b/ci/jenkins/step/build.groovy
index 6c1da64a82d6f9feff02779ffaac34e1aebf7943..dbca5aaba2b8ac0f5be3ffa2846e81d82798fe19 100644
--- a/ci/jenkins/step/build.groovy
+++ b/ci/jenkins/step/build.groovy
@@ -1,11 +1,14 @@
 timeout(time: 60, unit: 'MINUTES') {
     dir ("ci/scripts") {
         withCredentials([usernamePassword(credentialsId: "${params.JFROG_CREDENTIALS_ID}", usernameVariable: 'USERNAME', passwordVariable: 'PASSWORD')]) {
+            sh "./check_ccache.sh -l ${params.JFROG_ARTFACTORY_URL}/ccache"
             if ("${env.BINRARY_VERSION}" == "gpu") {
-            	sh "export JFROG_ARTFACTORY_URL='${params.JFROG_ARTFACTORY_URL}' && export JFROG_USER_NAME='${USERNAME}' && export JFROG_PASSWORD='${PASSWORD}' && ./build.sh -t ${params.BUILD_TYPE} -o /opt/milvus -l -g -j -u -c"
-        	} else {
-        		sh "export JFROG_ARTFACTORY_URL='${params.JFROG_ARTFACTORY_URL}' && export JFROG_USER_NAME='${USERNAME}' && export JFROG_PASSWORD='${PASSWORD}' && ./build.sh -t ${params.BUILD_TYPE} -o /opt/milvus -l -m -j -u -c"
-        	}
+                sh "source ./before-install.sh && ./build.sh -t ${params.BUILD_TYPE} -o /opt/milvus -l -g -u -c"
+            } else {
+                sh "source ./before-install.sh && ./build.sh -t ${params.BUILD_TYPE} -o /opt/milvus -l -m -u -c"
+            }
+
+            sh "./update_ccache.sh -l ${params.JFROG_ARTFACTORY_URL}/ccache -u ${USERNAME} -p ${PASSWORD}"
         }
     }
 }
diff --git a/ci/scripts/before-install.sh b/ci/scripts/before-install.sh
new file mode 100755
index 0000000000000000000000000000000000000000..ad6cf17e007a5de1e3f3610974547b5c89f21851
--- /dev/null
+++ b/ci/scripts/before-install.sh
@@ -0,0 +1,11 @@
+#!/bin/bash
+
+set -ex
+
+export CCACHE_COMPRESS=1
+export CCACHE_COMPRESSLEVEL=5
+export CCACHE_COMPILERCHECK=content
+export PATH=/usr/lib/ccache/:$PATH
+ccache --show-stats
+
+set +ex
diff --git a/ci/scripts/update_ccache.sh b/ci/scripts/update_ccache.sh
old mode 100644
new mode 100755