Simulating large scale, distributed systems of autonomous decision-makers, e.g. global logistics supply networks, is a huge challenge for hardware and software infrastructure as well as managing the process of simulation. Facing this challenge, we are going to introduce an architecture for large scale grid-based simulation infrastructure to enable high performance multiagent simulation experiments that deal with a huge amount of software agents, i.e. more than ten thousands of agents.