List of Selected Papers on Algorithms for Large-Scale Graph Processing.

1/ [ISAAC'11] Goodrich, M. T., Sitchinava, N., & Zhang, Q. (2011, December). Sorting, searching, and simulation in the mapreduce framework. In International Symposium on Algorithms and Computation (pp. 374-383). Springer, Berlin, Heidelberg.

@inproceedings{goodrich2011sorting,
  title={Sorting, searching, and simulation in the mapreduce framework},
  author={Goodrich, Michael T and Sitchinava, Nodari and Zhang, Qin},
  booktitle={International Symposium on Algorithms and Computation},
  pages={374--383},
  year={2011},
  organization={Springer}
}

2/ [STOC'14] Andoni, A., Nikolov, A., Onak, K., & Yaroslavtsev, G. (2014, May). Parallel algorithms for geometric graph problems. In Proceedings of the forty-sixth annual ACM symposium on Theory of computing (pp. 574-583).

@inproceedings{andoni2014parallel,
  title={Parallel algorithms for geometric graph problems},
  author={Andoni, Alexandr and Nikolov, Aleksandar and Onak, Krzysztof and Yaroslavtsev, Grigory},
  booktitle={Proceedings of the forty-sixth annual ACM symposium on Theory of computing},
  pages={574--583},
  year={2014}
}

3/ [STOC'17] Im, S., Moseley, B., & Sun, X. (2017, June). Efficient massively parallel methods for dynamic programming. In Proceedings of the 49th Annual ACM SIGACT Symposium on Theory of Computing (pp. 798-811).

@inproceedings{im2017efficient,
  title={Efficient massively parallel methods for dynamic programming},
  author={Im, Sungjin and Moseley, Benjamin and Sun, Xiaorui},
  booktitle={Proceedings of the 49th Annual ACM SIGACT Symposium on Theory of Computing},
  pages={798--811},
  year={2017}
}

4/ [FOCS'18] Andoni, A., Song, Z., Stein, C., Wang, Z., & Zhong, P. (2018, October). Parallel graph connectivity in log diameter rounds. In 2018 IEEE 59th Annual Symposium on Foundations of Computer Science (FOCS) (pp. 674-685). IEEE.

@inproceedings{andoni2018parallel,
  title={Parallel graph connectivity in log diameter rounds},
  author={Andoni, Alexandr and Song, Zhao and Stein, Clifford and Wang, Zhengyu and Zhong, Peilin},
  booktitle={2018 IEEE 59th Annual Symposium on Foundations of Computer Science (FOCS)},
  pages={674--685},
  year={2018},
  organization={IEEE}
}

5/ [SOSA'19] Liu, P., & Vondrák, J. (2018). Submodular optimization in the mapreduce model. arXiv preprint arXiv:1810.01489.

@article{liu2018submodular,
  title={Submodular optimization in the mapreduce model},
  author={Liu, Paul and Vondr{\'a}k, Jan},
  journal={arXiv preprint arXiv:1810.01489},
  year={2018}
}

6/ [PODC'19] Behnezhad, S., Brandt, S., Derakhshan, M., Fischer, M., Hajiaghayi, M., Karp, R. M., & Uitto, J. (2019, July). Massively parallel computation of matching and MIS in sparse graphs. In Proceedings of the 2019 ACM Symposium on Principles of Distributed Computing (pp. 481-490).

@inproceedings{behnezhad2019massively,
  title={Massively parallel computation of matching and MIS in sparse graphs},
  author={Behnezhad, Soheil and Brandt, Sebastian and Derakhshan, Mahsa and Fischer, Manuela and Hajiaghayi, MohammadTaghi and Karp, Richard M and Uitto, Jara},
  booktitle={Proceedings of the 2019 ACM Symposium on Principles of Distributed Computing},
  pages={481--490},
  year={2019}
}

Brandt, S., Fischer, M., & Uitto, J. (2018). Matching and MIS for uniformly sparse graphs in the low-memory MPC model. arXiv preprint arXiv:1807.05374.

@article{brandt2018matching,
  title={Matching and MIS for uniformly sparse graphs in the low-memory MPC model},
  author={Brandt, Sebastian and Fischer, Manuela and Uitto, Jara},
  journal={arXiv preprint arXiv:1807.05374},
  year={2018}
}

Behnezhad, S., Derakhshan, M., Hajiaghayi, M., & Karp, R. M. (2018). Massively parallel symmetry breaking on sparse graphs: MIS and maximal matching. arXiv preprint arXiv:1807.06701.

@article{behnezhad2018massively,
  title={Massively parallel symmetry breaking on sparse graphs: MIS and maximal matching},
  author={Behnezhad, Soheil and Derakhshan, Mahsa and Hajiaghayi, MohammadTaghi and Karp, Richard M},
  journal={arXiv preprint arXiv:1807.06701},
  year={2018}
}

7/ [PODC'19] Chang, Y. J., Fischer, M., Ghaffari, M., Uitto, J., & Zheng, Y. (2019, July). The complexity of $$(\Delta+ 1)$$ coloring in congested clique, massively parallel computation, and centralized local computation. In Proceedings of the 2019 ACM Symposium on Principles of Distributed Computing (pp. 471-480).

@inproceedings{chang2019complexity,
  title={The complexity of ($\Delta$+ 1) coloring in congested clique, massively parallel computation, and centralized local computation},
  author={Chang, Yi-Jun and Fischer, Manuela and Ghaffari, Mohsen and Uitto, Jara and Zheng, Yufan},
  booktitle={Proceedings of the 2019 ACM Symposium on Principles of Distributed Computing},
  pages={471--480},
  year={2019}
}

8/ [FOCS'19] Ghaffari, M., Kuhn, F., & Uitto, J. (2019, November). Conditional hardness results for massively parallel computation from distributed lower bounds. In 2019 IEEE 60th Annual Symposium on Foundations of Computer Science (FOCS) (pp. 1650-1663). IEEE.

@inproceedings{ghaffari2019conditional,
  title={Conditional hardness results for massively parallel computation from distributed lower bounds},
  author={Ghaffari, Mohsen and Kuhn, Fabian and Uitto, Jara},
  booktitle={2019 IEEE 60th Annual Symposium on Foundations of Computer Science (FOCS)},
  pages={1650--1663},
  year={2019},
  organization={IEEE}
}

9/ [SODA'20] Ghaffari, M., Nowicki, K., & Thorup, M. (2020). Faster algorithms for edge connectivity via random 2-out contractions. In Proceedings of the Fourteenth Annual ACM-SIAM Symposium on Discrete Algorithms (pp. 1260-1279). Society for Industrial and Applied Mathematics.

@inproceedings{ghaffari2020faster,
  title={Faster algorithms for edge connectivity via random 2-out contractions},
  author={Ghaffari, Mohsen and Nowicki, Krzysztof and Thorup, Mikkel},
  booktitle={Proceedings of the Fourteenth Annual ACM-SIAM Symposium on Discrete Algorithms},
  pages={1260--1279},
  year={2020},
  organization={SIAM}
}