diff --git a/.gitignore b/.gitignore
index 67fe9f09d..3052ffc49 100644
--- a/.gitignore
+++ b/.gitignore
@@ -30,7 +30,6 @@ oldcode/tests/connect_speed
 *.swp
 
 
-
 # SQLITE files
 *.db
 *.db-shm
@@ -44,6 +43,7 @@ oldcode/tests/connect_speed
 
 #binary
 proxysql
+binaries/*
 
 #core
 core
@@ -94,4 +94,4 @@ deps/re2/re2/
 
 test/.vagrant
 .DS_Store
-proxysql-tests.ini
\ No newline at end of file
+proxysql-tests.ini
diff --git a/Makefile b/Makefile
index 76c4328ab..deb08e800 100644
--- a/Makefile
+++ b/Makefile
@@ -41,10 +41,17 @@ clean:
 	cd lib && make clean
 	cd src && make clean
 
-packages:
-	# Wipe out binaries directory entirely
-	rm -rf binaries && mkdir binaries
+packages: centos7 ubuntu14
+.PHONY: packages
 
+centos7: binaries/proxysql-0.3-1.x86_64.rpm
+.PHONY: centos
+
+ubuntu14: binaries/proxysql_0.3_all.deb
+.PHONY: ubuntu14
+
+binaries/proxysql-0.3-1.x86_64.rpm:
+	mkdir binaries/centos7 || true
 	# Create CentOS 7 rpm file by creating docker image, running a container and extracting the RPM from the temp container
 	docker build -t centos7_proxysql --no-cache=true ./scenarios/centos7-build
 	docker run -i --name=centos7_build centos7_proxysql bash &
@@ -53,7 +60,7 @@ packages:
 	docker kill centos7_build
 	docker rm centos7_build
 
-	# Create DEB rpm
+binaries/proxysql_0.3_all.deb:
 	docker build -t ubuntu14_proxysql --no-cache=true ./scenarios/ubuntu-14.04-build
 	docker run -i --name=ubuntu14_build ubuntu14_proxysql bash &
 	sleep 5
@@ -61,11 +68,13 @@ packages:
 	docker kill ubuntu14_build
 	docker rm ubuntu14_build
 
+
 .PHONY: cleanall
 cleanall:
 	cd deps && make cleanall
 	cd lib && make clean
 	cd src && make clean
+	rm binaries/* -r
 
 install: src/proxysql
 	install -m 0755 src/proxysql /usr/local/bin
diff --git a/binaries/proxysql-0.3-1.x86_64.rpm b/binaries/proxysql-0.3-1.x86_64.rpm
deleted file mode 100644
index 95beb8904..000000000
Binary files a/binaries/proxysql-0.3-1.x86_64.rpm and /dev/null differ
diff --git a/binaries/proxysql_0.3_all.deb b/binaries/proxysql_0.3_all.deb
deleted file mode 100644
index deba574bb..000000000
Binary files a/binaries/proxysql_0.3_all.deb and /dev/null differ
diff --git a/scenarios/centos7-build/Dockerfile b/scenarios/centos7-build/Dockerfile
index ccee9dde9..830b3386f 100644
--- a/scenarios/centos7-build/Dockerfile
+++ b/scenarios/centos7-build/Dockerfile
@@ -16,7 +16,7 @@ RUN yum install -y patch
 
 
 RUN cd /opt; git clone https://github.com/sysown/proxysql-0.2.git proxysql
-RUN cd /opt/proxysql; make clean && make
+RUN cd /opt/proxysql; make clean && make -j 5
 
 RUN cd /opt/proxysql/src; mkdir -p proxysql-0.3/usr/bin; mkdir -p proxysql-0.3/etc; cp proxysql proxysql-0.3/usr/bin/; cp proxysql.cfg proxysql-0.3/etc; tar czvf proxysql-0.3.tar.gz proxysql-0.3
 
@@ -29,4 +29,4 @@ RUN cp /opt/proxysql/src/proxysql-0.3.tar.gz /root/rpmbuild/SOURCES
 
 RUN yum install -y rpm-build
 RUN cd /root/rpmbuild; rpmbuild -ba SPECS/proxysql.spec
-RUN cp /root/rpmbuild/RPMS/x86_64/proxysql-0.3-1.x86_64.rpm /root/rpm
\ No newline at end of file
+RUN cp /root/rpmbuild/RPMS/x86_64/proxysql-0.3-1.x86_64.rpm /root/rpm
diff --git a/scenarios/ubuntu-14.04-build/Dockerfile b/scenarios/ubuntu-14.04-build/Dockerfile
index 804d8b74d..1f11646a1 100644
--- a/scenarios/ubuntu-14.04-build/Dockerfile
+++ b/scenarios/ubuntu-14.04-build/Dockerfile
@@ -17,7 +17,7 @@ RUN apt-get update && apt-get install -y\
     libtool
 
 RUN cd /opt; git clone https://github.com/sysown/proxysql-0.2.git proxysql
-RUN cd /opt/proxysql; make clean && make
+RUN cd /opt/proxysql; make clean && make -j 5
 
 ADD ./proxysql.ctl /opt/proxysql/src/proxysql.ctl
-RUN cd /opt/proxysql/src; equivs-build proxysql.ctl
\ No newline at end of file
+RUN cd /opt/proxysql/src; equivs-build proxysql.ctl