diff --git a/ci/jenkins/Jenkinsfile b/ci/jenkins/Jenkinsfile
index 50aadab367..f0562ada64 100644
--- a/ci/jenkins/Jenkinsfile
+++ b/ci/jenkins/Jenkinsfile
@@ -93,7 +93,7 @@ pipeline {
                         stage("Publish docker images") {
                             agent {
                                 kubernetes {
-                                    label 'publish'
+                                    label "${BINRARY_VERSION}-publish"
                                     defaultContainer 'jnlp'
                                     yamlFile 'ci/jenkins/pod/docker-pod.yaml'
                                 }
@@ -115,7 +115,7 @@ pipeline {
                         stage("Deploy to Development") {
                             agent {
                                 kubernetes {
-                                    label 'dev-test'
+                                    label "${BINRARY_VERSION}-dev-test"
                                     defaultContainer 'jnlp'
                                     yamlFile 'ci/jenkins/pod/testEnvironment.yaml'
                                 }
@@ -223,7 +223,7 @@ pipeline {
                         stage("Publish docker images") {
                             agent {
                                 kubernetes {
-                                    label 'publish'
+                                    label "${BINRARY_VERSION}-publish"
                                     defaultContainer 'jnlp'
                                     yamlFile 'ci/jenkins/pod/docker-pod.yaml'
                                 }
@@ -245,7 +245,7 @@ pipeline {
                         stage("Deploy to Development") {
                             agent {
                                 kubernetes {
-                                    label 'dev-test'
+                                    label "${BINRARY_VERSION}-dev-test"
                                     defaultContainer 'jnlp'
                                     yamlFile 'ci/jenkins/pod/testEnvironment.yaml'
                                 }
diff --git a/docker/build_env/cpu/ubuntu16.04/Dockerfile b/docker/build_env/cpu/ubuntu16.04/Dockerfile
index 6979ae9d40..45e2b53938 100644
--- a/docker/build_env/cpu/ubuntu16.04/Dockerfile
+++ b/docker/build_env/cpu/ubuntu16.04/Dockerfile
@@ -22,5 +22,8 @@ RUN ln -s /usr/lib/x86_64-linux-gnu/libmysqlclient.so \
 RUN sh -c 'echo export LD_LIBRARY_PATH=/opt/intel/compilers_and_libraries_2019.5.281/linux/mkl/lib/intel64:\$LD_LIBRARY_PATH > /etc/profile.d/mkl.sh'
 
 COPY docker-entrypoint.sh /app/docker-entrypoint.sh
+
+WORKDIR /opt/milvus
+
 ENTRYPOINT [ "/app/docker-entrypoint.sh" ]
 CMD [ "start" ]
diff --git a/docker/build_env/cpu/ubuntu18.04/Dockerfile b/docker/build_env/cpu/ubuntu18.04/Dockerfile
index 6cd2bfc1c7..7c76e2ec7a 100644
--- a/docker/build_env/cpu/ubuntu18.04/Dockerfile
+++ b/docker/build_env/cpu/ubuntu18.04/Dockerfile
@@ -22,5 +22,8 @@ RUN ln -s /usr/lib/x86_64-linux-gnu/libmysqlclient.so \
 RUN sh -c 'echo export LD_LIBRARY_PATH=/opt/intel/compilers_and_libraries_2019.5.281/linux/mkl/lib/intel64:\$LD_LIBRARY_PATH > /etc/profile.d/mkl.sh'
 
 COPY docker-entrypoint.sh /app/docker-entrypoint.sh
+
+WORKDIR /opt/milvus
+
 ENTRYPOINT [ "/app/docker-entrypoint.sh" ]
 CMD [ "start" ]
diff --git a/docker/build_env/gpu/ubuntu16.04/Dockerfile b/docker/build_env/gpu/ubuntu16.04/Dockerfile
index 2d0baf45e9..d35a7dccfd 100644
--- a/docker/build_env/gpu/ubuntu16.04/Dockerfile
+++ b/docker/build_env/gpu/ubuntu16.04/Dockerfile
@@ -20,6 +20,8 @@ RUN ln -s /usr/lib/x86_64-linux-gnu/libmysqlclient.so /usr/lib/x86_64-linux-gnu/
 RUN sh -c 'echo export LD_LIBRARY_PATH=/opt/intel/compilers_and_libraries_2019.5.281/linux/mkl/lib/intel64:\$LD_LIBRARY_PATH > /etc/profile.d/mkl.sh'
 
 COPY docker-entrypoint.sh /app/docker-entrypoint.sh
+
+WORKDIR /opt/milvus
+
 ENTRYPOINT [ "/app/docker-entrypoint.sh" ]
 CMD [ "start" ]
-
diff --git a/docker/build_env/gpu/ubuntu18.04/Dockerfile b/docker/build_env/gpu/ubuntu18.04/Dockerfile
index 8ed9573977..9f2f3f55ac 100644
--- a/docker/build_env/gpu/ubuntu18.04/Dockerfile
+++ b/docker/build_env/gpu/ubuntu18.04/Dockerfile
@@ -20,6 +20,8 @@ RUN ln -s /usr/lib/x86_64-linux-gnu/libmysqlclient.so /usr/lib/x86_64-linux-gnu/
 RUN sh -c 'echo export LD_LIBRARY_PATH=/opt/intel/compilers_and_libraries_2019.5.281/linux/mkl/lib/intel64:\$LD_LIBRARY_PATH > /etc/profile.d/mkl.sh'
 
 COPY docker-entrypoint.sh /app/docker-entrypoint.sh
+
+WORKDIR /opt/milvus
+
 ENTRYPOINT [ "/app/docker-entrypoint.sh" ]
 CMD [ "start" ]
-
diff --git a/docker/deploy/cpu/ubuntu16.04/Dockerfile b/docker/deploy/cpu/ubuntu16.04/Dockerfile
index 2a8317733b..9e90c6a89c 100644
--- a/docker/deploy/cpu/ubuntu16.04/Dockerfile
+++ b/docker/deploy/cpu/ubuntu16.04/Dockerfile
@@ -11,6 +11,8 @@ COPY ./docker-entrypoint.sh /opt
 COPY ./milvus /opt/milvus
 ENV LD_LIBRARY_PATH="$LD_LIBRARY_PATH:/opt/milvus/lib"
 
+WORKDIR /opt/milvus
+
 ENTRYPOINT [ "/opt/docker-entrypoint.sh" ]
 
 CMD [ "start" ]
diff --git a/docker/deploy/cpu/ubuntu18.04/Dockerfile b/docker/deploy/cpu/ubuntu18.04/Dockerfile
index 4cf9ceebad..0064f4aad2 100644
--- a/docker/deploy/cpu/ubuntu18.04/Dockerfile
+++ b/docker/deploy/cpu/ubuntu18.04/Dockerfile
@@ -11,6 +11,8 @@ COPY ./docker-entrypoint.sh /opt
 COPY ./milvus /opt/milvus
 ENV LD_LIBRARY_PATH="$LD_LIBRARY_PATH:/opt/milvus/lib"
 
+WORKDIR /opt/milvus
+
 ENTRYPOINT [ "/opt/docker-entrypoint.sh" ]
 
 CMD [ "start" ]
diff --git a/docker/deploy/gpu/ubuntu16.04/Dockerfile b/docker/deploy/gpu/ubuntu16.04/Dockerfile
index c5ca0ab03e..ee5402d3a9 100644
--- a/docker/deploy/gpu/ubuntu16.04/Dockerfile
+++ b/docker/deploy/gpu/ubuntu16.04/Dockerfile
@@ -15,6 +15,8 @@ COPY ./docker-entrypoint.sh /opt
 COPY ./milvus /opt/milvus
 ENV LD_LIBRARY_PATH="$LD_LIBRARY_PATH:/opt/milvus/lib"
 
+WORKDIR /opt/milvus
+
 ENTRYPOINT [ "/opt/docker-entrypoint.sh" ]
 
 CMD [ "start" ]
diff --git a/docker/deploy/gpu/ubuntu18.04/Dockerfile b/docker/deploy/gpu/ubuntu18.04/Dockerfile
index 0d16ae46e1..0760fe527e 100644
--- a/docker/deploy/gpu/ubuntu18.04/Dockerfile
+++ b/docker/deploy/gpu/ubuntu18.04/Dockerfile
@@ -15,6 +15,8 @@ COPY ./docker-entrypoint.sh /opt
 COPY ./milvus /opt/milvus
 ENV LD_LIBRARY_PATH="$LD_LIBRARY_PATH:/opt/milvus/lib"
 
+WORKDIR /opt/milvus
+
 ENTRYPOINT [ "/opt/docker-entrypoint.sh" ]
 
 CMD [ "start" ]