This document discusses integrating Docker containers with OpenVNet to provide network isolation and virtual network functions when running containers on Mesos. It provides background on Docker networking and trends in container networking tools. OpenVNet is introduced as an open source software that can build overlay networks and provide network functions like security groups and DHCP for containers. The main topic is integrating OpenVNet with Mesos and Marathon to enable things like assigning containers to isolated virtual networks with their own IP ranges and network functions when scheduling containers on Mesos. A demo is proposed of building such an environment using Marathon API requests.