Parallel frameworks for graph processing from Lambda the Ultimate.
Summaries and then comments on GraphLab and John Gilbert’s Parallel Combinatorial BLAS: A Toolbox for High-Performance Graph Computation (papers, slides).
Contribute your comments, pointers to other resources?