Parallelizing Peer-to-Peer Overlays with Multi-Destination Routing

A method is provided for parallelizing overlay operations in an overlay network. The method includes: identifying an overlay operation having a parallel messaging scheme; determining a destination address for each parallel message in the messaging scheme; encoding each destination address into a data packet; and transmitting the data packet over the overlay network using a multi-destination, multicast routing protocol.