diff --git a/README.md b/README.md
index 61f07f4477fc7d817e88ea06475fad0fc327554c..64f2a95a31881b1d0e3d4cdd9eab3c7e20f4fb58 100644
--- a/README.md
+++ b/README.md
@@ -3,5 +3,10 @@
 Docker and scripts for the benchmarks of the paper "Towards Performance Portable Programming for
 Distributed Heterogeneous Systems".
 
-Due to file size restrictions please donwload the container file from:
+Due to file size restrictions please download the container file from:
 https://drive.google.com/file/d/1LgYPiOXMX478Uf7YKRgHfSv4bDxhlnfV/view?usp=sharing
+
+
+Use the provided scripts to run benchmarks.
+NOTE: Performance achieved might substantially differ from the ones presented in the paper due to the overhead
+of the container as well as the performance dependencies of OpenMPI to specific hardware drivers and other software.