diff --git a/.github/workflows/core.yml b/.github/workflows/core.yml
index c1c09e01df9f346b650c95007995a96a7228741d..d571a4eb33fb2a90e95e314da805edd6b598554c 100644
--- a/.github/workflows/core.yml
+++ b/.github/workflows/core.yml
@@ -31,7 +31,7 @@ jobs:
       - name: Docker Build
         run: |
           docker-compose run --use-aliases -d db
-          docker-compose run ubuntu-core
+          docker-compose run -e CODECOV_TOKEN=${{ secrets.CODECOV_TOKEN }} ubuntu-core
       - name: Docker Push
         if: success() && github.event_name == 'push' && github.repository == 'milvus-io/milvus'
         continue-on-error: true
@@ -61,7 +61,7 @@ jobs:
       - name: Docker Build
         run: |
           docker-compose run --use-aliases -d db
-          docker-compose run centos-core
+          docker-compose run -e CODECOV_TOKEN=${{ secrets.CODECOV_TOKEN }} centos-core
       - name: Docker Push
         if: success() && github.event_name == 'push' && github.repository == 'milvus-io/milvus'
         continue-on-error: true
diff --git a/ci/jenkins/Jenkinsfile b/ci/jenkins/Jenkinsfile
index a98a3df3368d7ddcf7605346ac640f38a214705a..c3e66baa92ff6579ad2f674d67f29394ee1ecb97 100644
--- a/ci/jenkins/Jenkinsfile
+++ b/ci/jenkins/Jenkinsfile
@@ -66,7 +66,7 @@ pipeline {
                             stage('Run Build') {
                                 agent {
                                     kubernetes {
-                                        label "${BINRARY_VERSION}-build"
+                                        label "${OS_NAME}-${BINRARY_VERSION}-build"
                                         defaultContainer 'jnlp'
                                         yamlFile "ci/jenkins/pod/milvus-${BINRARY_VERSION}-version-${OS_NAME}-build-env-pod.yaml"
                                     }
@@ -87,7 +87,11 @@ pipeline {
                                         steps {
                                             container("milvus-${BINRARY_VERSION}-build-env") {
                                                 script {
-                                                    load "${env.WORKSPACE}/ci/jenkins/step/coverage.groovy"
+                                                    if ("${BINRARY_VERSION}" == "gpu") {
+                                                        load "${env.WORKSPACE}/ci/jenkins/step/coverage.groovy"
+                                                    } else {
+                                                        echo "Skip Code Coverage"
+                                                    }
                                                 }
                                             }
                                         }
@@ -108,7 +112,7 @@ pipeline {
                             stage('Publish docker images') {
                                 agent {
                                     kubernetes {
-                                        label "${BINRARY_VERSION}-publish"
+                                        label "${OS_NAME}-${BINRARY_VERSION}-publish"
                                         defaultContainer 'jnlp'
                                         yamlFile 'ci/jenkins/pod/docker-pod.yaml'
                                     }
@@ -130,12 +134,12 @@ pipeline {
                             stage('Deploy to Development') {
                                 environment {
                                     FROMAT_SEMVER = "${env.SEMVER}".replaceAll("\\.", "-")
-                                    HELM_RELEASE_NAME = "${env.PIPELINE_NAME}-${env.FROMAT_SEMVER}-${env.BUILD_NUMBER}-single-${BINRARY_VERSION}".toLowerCase()
+                                    HELM_RELEASE_NAME = "${env.PIPELINE_NAME}-${env.FROMAT_SEMVER}-${env.BUILD_NUMBER}-single-${OS_NAME}-${BINRARY_VERSION}".toLowerCase()
                                 }
 
                                 agent {
                                     kubernetes {
-                                        label "${BINRARY_VERSION}-dev-test"
+                                        label "${OS_NAME}-${BINRARY_VERSION}-dev-test"
                                         defaultContainer 'jnlp'
                                         yamlFile 'ci/jenkins/pod/testEnvironment.yaml'
                                     }
diff --git a/ci/scripts/coverage.sh b/ci/scripts/coverage.sh
index 2df0cdbeb0e01ce90b970e661bc30b0721220dd9..2cd502870ffb6784c63e829c43079b488fdcdfb3 100755
--- a/ci/scripts/coverage.sh
+++ b/ci/scripts/coverage.sh
@@ -13,10 +13,11 @@ MILVUS_CORE_DIR="${SCRIPTS_DIR}/../../core"
 CORE_BUILD_DIR="${MILVUS_CORE_DIR}/cmake_build"
 MYSQL_USER_NAME=root
 MYSQL_PASSWORD=123456
-MYSQL_HOST='127.0.0.1'
-MYSQL_PORT='3306'
+MYSQL_HOST="127.0.0.1"
+MYSQL_PORT="3306"
+CODECOV_TOKEN=""
 
-while getopts "o:b:u:p:t:h" arg
+while getopts "o:b:u:p:t:c:h" arg
 do
         case $arg in
              o)
@@ -34,6 +35,9 @@ do
              t)
                 MYSQL_HOST=$OPTARG
                 ;;
+             c)
+                CODECOV_TOKEN=$OPTARG
+                ;;
              h) # help
                 echo "
 
@@ -43,10 +47,11 @@ parameter:
 -u: mysql account
 -p: mysql password
 -t: mysql host
+-c: codecov token
 -h: help
 
 usage:
-./coverage.sh -o \${INSTALL_PREFIX} -b \${CORE_BUILD_DIR} -u \${MYSQL_USER} -p \${MYSQL_PASSWORD} -t \${MYSQL_HOST} [-h]
+./coverage.sh -o \${INSTALL_PREFIX} -b \${CORE_BUILD_DIR} -u \${MYSQL_USER} -p \${MYSQL_PASSWORD} -t \${MYSQL_HOST} -c \${CODECOV_TOKEN} [-h]
                 "
                 exit 0
                 ;;
@@ -146,5 +151,7 @@ if [ $? -ne 0 ]; then
     exit 2
 fi
 
-# gen html report
-# ${LCOV_GEN_CMD} "${FILE_INFO_OUTPUT_NEW}" --output-directory ${DIR_LCOV_OUTPUT}/
+if [[ ! -z ${CODECOV_TOKEN} ]];then
+    export CODECOV_TOKEN="${CODECOV_TOKEN}"
+    curl -s https://codecov.io/bash | bash -s - -f output_new.info || echo "Codecov did not collect coverage reports"
+fi
diff --git a/docker-compose.yml b/docker-compose.yml
index 4eda37f48858b8e7e0095859a7018d847c0f5237..d47b22344205ebf1c6bc686434115e2b8a62660b 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -41,7 +41,7 @@ services:
     command: &ubuntu-command >
       /bin/bash -c "
         /milvus/ci/scripts/build.sh -t Release -o ${MILVUS_INSTALL_PREFIX} -l -u -c
-        /milvus/ci/scripts/coverage.sh -o ${MILVUS_INSTALL_PREFIX} -u root -p 123456 -t mysql"
+        /milvus/ci/scripts/coverage.sh -o ${MILVUS_INSTALL_PREFIX} -u root -p 123456 -t mysql -c ${CODECOV_TOKEN}"
 
   centos-core:
     image: ${REPO}:${ARCH}-centos-${CENTOS}-core
@@ -63,7 +63,7 @@ services:
         source scl_source enable devtoolset-7
         source scl_source enable llvm-toolset-7.0
         /milvus/ci/scripts/build.sh -t Release -o ${MILVUS_INSTALL_PREFIX} -l -u -c
-        /milvus/ci/scripts/coverage.sh -o ${MILVUS_INSTALL_PREFIX} -u root -p 123456 -t mysql"
+        /milvus/ci/scripts/coverage.sh -o ${MILVUS_INSTALL_PREFIX} -u root -p 123456 -t mysql -c ${CODECOV_TOKEN}"
 
 networks:
   milvus: