A novel cooperative accelerated parallel two-list algorithm for solving SSP is explored.
A heterogeneous cooperative computing approach for CPU–GPU clusters is proposed.
A communication-avoiding workload distribution scheme suitable for two-list algorithm is designed.
An efficient heterogeneous cooperative implementation of two-list algorithm is provided.