Described embodiments provide a system having a plurality of processor cores and common memory in direct communication with the cores. A source processing core communicates with a task destination core by generating a task message for the task destination core. The task source core transmits the task message directly to a receiving processing core adjacent to the task source core. If the receiving processing core is not the task destination core, the receiving processing core passes the task message unchanged to a processing core adjacent the receiving processing core. If the receiving processing core is the task destination core, the task destination core processes the message.