Pregel: A System for Large-Scale Graph Processing

Abstract
1. Introduction
2. Model of Computation
3. The C++ API
    3.1 Message Passing
    3.2 Combiners
    3.3 Aggregators
    3.4 Topology Mutations
    3.5 Input and output
4. Implementation
    4.1 Basic architecture
    4.2 Fault tolerance
    4.3 Worker implementation
    4.4 Master implementation
    4.5 Aggregators
5. Applications
    5.1 PageRank
    5.2 Shortest Paths
    5.3 Bipartite Matching
    5.4 Semi-Clustering
6. Experiments
7. Related Work
8. Conclusions and Future Work
9. Acknowledgements
10. References