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In this paper we describe a generic scheme for the parallel exploration ofdirected acyclic graphs starting from one or more `roots' of the graph. Ourscheme is designed for graphs with the following properties, (i) discoveringneighbors at any node requires a non-trivial amount of computation, it is not asimple lookup; (ii) once a node is processed, all its neighbors are discovered;(iii) each node can be discovered through multiple paths, but should only beprocessed once. Several computational problems can be reduced to traversingsuch graphs, where the goal is to explore the graph and build a traversalroadmap. As a proof of concept for the effectiveness of our scheme at achievingspeedup due to parallelism, we implement the scheme for the parallelexploration of assembly landscape using the EASAL methodology.

Parallel Exploration of Directed Acyclic Graphs using the Actor Model