Hypersparse Traffic Matrices from Suricata Network Flows using GraphBLAS
<|reference_start|>Hypersparse Traffic Matrices from Suricata Network Flows using GraphBLAS: Hypersparse traffic matrices constructed from network packet source and destination addresses is a powerful tool for gaining insights into network traffic. SuiteSparse: GraphBLAS, an open source package or building, manipulating, and analyzing large hypersparse matrices, is one approach to constructing these traffic matrices. Suricata is a widely used open source network intrusion detection software package. This work demonstrates how Suricata network flow records can be used to efficiently construct hypersparse matrices using GraphBLAS.<|reference_end|>
@article{houle2024hypersparse,
    title={Hypersparse Traffic Matrices from Suricata Network Flows using GraphBLAS},
    author={Michael Houle, Michael Jones, Dan Wallmeyer, Risa Brodeur, Justin
  Burr, Hayden Jananthan, Sam Merrell, Peter Michaleas, Anthony Perez, Andrew
  Prout, Jeremy Kepner},
    journal={arXiv preprint arXiv:2409.12297},
    year={2024},
    archivePrefix={arXiv},
    eprint={2409.12297},
    primaryClass={cs.DC}
}