# References

## Architecture

2-D Data Partitioning

- Kang, S., Fender, A., Eaton, J., & Rees, B. (2020, September) *Computing PageRank Scores of Web Crawl Data Using DGX A100 Clusters*.  In 2020 IEEE High Performance Extreme Computing Conference (HPEC) (pp. 1-4). IEEE.

- S. Kang, J. Nke and B. Rees, (2022 September) *Analyzing Multi-trillion Edge Graphs on Large GPU Clusters: A Case Study with PageRank*, In 2022 IEEE High Performance Extreme Computing Conference (HPEC), Waltham, MA, USA, 2022, pp. 1-7, doi: 10.1109/HPEC55821.2022.9926341.

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## Algorithms

### Betweenness Centrality
- Brandes, U. (2001). *A faster algorithm for betweenness centrality*. Journal of mathematical sociology, 25(2), 163-177.
- Brandes, U. (2008). *On variants of shortest-path betweenness centrality and their generic computation*. Social Networks, 30(2), 136-145.
- McLaughlin, A., & Bader, D. A. (2018). *Accelerating GPU betweenness centrality*. Communications of the ACM, 61(8), 85-92.

### Katz
- Katz, L. (1953). *A new status index derived from sociometric analysis*. Psychometrika, 18(1), 39-43.
- Foster, K.C., Muth, S.Q., Potterat, J.J. et al. *A faster Katz status score algorithm*. Computational & Mathematical Organization Theory (2001) 7: 275.

### K-Truss
- J. Cohen, *Trusses: Cohesive subgraphs for social network analysis* National security agency technical report, 2008
- O. Green, J. Fox, E. Kim, F. Busato, et al. *Quickly Finding a Truss in a Haystack* IEEE High Performance Extreme Computing Conference (HPEC), 2017 https://doi.org/10.1109/HPEC.2017.8091038
- O. Green, P. Yalamanchili, L.M. Munguia, *Fast Triangle Counting on GPU* Irregular Applications: Architectures and Algorithms (IA3), 2014

### Hungarian Algorithm
- Date, K., & Nagi, R. (2016). GPU-accelerated Hungarian algorithms for the Linear Assignment Problem. Parallel Computing, 57, 52-72.


### Leiden
- Traag, V. A., Waltman, L., & Van Eck, N. J. (2019). *From Louvain to Leiden: guaranteeing well-connected communities*. Scientific reports, 9(1), 1-12.

### Louvain
- VD Blondel, J-L Guillaume, R Lambiotte and E Lefebvre.  *Fast unfolding of community hierarchies in large networks*. J Stat Mech P10008 (2008)

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## Other Papers
- Hricik, T., Bader, D., & Green, O. (2020, September). *Using RAPIDS AI to Accelerate Graph Data Science Workflows*. In 2020 IEEE High Performance Extreme Computing Conference (HPEC) (pp. 1-4). IEEE.


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