Slim fly: A cost effective low-diameter network topology M Besta, T Hoefler SC'14: proceedings of the international conference for high performance …, 2014 | 298 | 2014 |

Enabling highly-scalable remote memory access programming with MPI-3 one sided R Gerstenberger, M Besta, T Hoefler Proceedings of the International Conference on High Performance Computing …, 2013 | 152 | 2013 |

To push or to pull: On reducing communication and synchronization in graph computations M Besta, M Podstawski, L Groner, E Solomonik, T Hoefler Proceedings of the 26th International Symposium on High-Performance Parallel …, 2017 | 138 | 2017 |

Evaluating the cost of atomic operations on modern architectures H Schweizer, M Besta, T Hoefler 2015 International Conference on Parallel Architecture and Compilation (PACT …, 2015 | 97 | 2015 |

The future is big graphs: a community view on graph processing systems S Sakr, A Bonifati, H Voigt, A Iosup, K Ammar, R Angles, W Aref, M Arenas, ... Communications of the ACM 64 (9), 62-71, 2021 | 88 | 2021 |

Survey and taxonomy of lossless graph compression and space-efficient graph representations M Besta, T Hoefler arXiv preprint arXiv:1806.01799, 2018 | 82 | 2018 |

Demystifying graph databases: Analysis and taxonomy of data organization, system designs, and graph queries M Besta, E Peter, R Gerstenberger, M Fischer, M Podstawski, C Barthels, ... arXiv preprint arXiv:1910.09017, 2019 | 81 | 2019 |

Transformations of high-level synthesis codes for high-performance computing J de Fine Licht, M Besta, S Meierhans, T Hoefler IEEE Transactions on Parallel and Distributed Systems 32 (5), 1014-1029, 2020 | 77 | 2020 |

Scaling betweenness centrality using communication-efficient sparse matrix multiplication E Solomonik, M Besta, F Vella, T Hoefler Proceedings of the International Conference for High Performance Computing …, 2017 | 75 | 2017 |

A modular benchmarking infrastructure for high-performance and reproducible deep learning T Ben-Nun, M Besta, S Huber, AN Ziogas, D Peter, T Hoefler 2019 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2019 | 73 | 2019 |

Red-blue pebbling revisited: near optimal parallel matrix-matrix multiplication G Kwasniewski, M Kabić, M Besta, J VandeVondele, R Solcà, T Hoefler Proceedings of the International Conference for High Performance Computing …, 2019 | 71 | 2019 |

Slimsell: A vectorizable graph representation for breadth-first search M Besta, F Marending, E Solomonik, T Hoefler 2017 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2017 | 63 | 2017 |

Sebs: A serverless benchmark suite for function-as-a-service computing M Copik, G Kwasniewski, M Besta, M Podstawski, T Hoefler Proceedings of the 22nd International Middleware Conference, 64-78, 2021 | 54 | 2021 |

Sisa: Set-centric instruction set architecture for graph mining on processing-in-memory systems M Besta, R Kanakagiri, G Kwasniewski, R Ausavarungnirun, J Beránek, ... MICRO-54: 54th Annual IEEE/ACM International Symposium on Microarchitecture …, 2021 | 51 | 2021 |

Slim noc: A low-diameter on-chip network topology for high energy efficiency and scalability M Besta, SM Hassan, S Yalamanchili, R Ausavarungnirun, O Mutlu, ... ACM SIGPLAN Notices 53 (2), 43-55, 2018 | 50 | 2018 |

Programming abstractions for data locality A Tate, A Kamil, A Dubey, A Groblinger, B Chamberlain, B Goglin, ... Office of Scientific and Technical Information (OSTI), 2014 | 50 | 2014 |

Practice of streaming processing of dynamic graphs: Concepts, models, and systems M Besta, M Fischer, V Kalavri, M Kapralov, T Hoefler IEEE Transactions on Parallel and Distributed Systems, 2021 | 49* | 2021 |

Graph processing on fpgas: Taxonomy, survey, challenges M Besta, D Stanojevic, JDF Licht, T Ben-Nun, T Hoefler arXiv preprint arXiv:1903.06697, 2019 | 48 | 2019 |

Accelerating irregular computations with hardware transactional memory and active messages M Besta, T Hoefler Proceedings of the 24th International Symposium on High-Performance Parallel …, 2015 | 48 | 2015 |

Communication-efficient jaccard similarity for high-performance distributed genome comparisons M Besta, R Kanakagiri, H Mustafa, M Karasikov, G Rätsch, T Hoefler, ... 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2020 | 46 | 2020 |