Hypersparse Traffic Matrices from Suricata Network Flows using GraphBLAS
Fuente:
arXiv
Guardado en:
| Autores principales: | , , , , , , , , , , |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
| _version_ | 1866910611099615232 |
|---|---|
| author | Houle, Michael Jones, Michael Wallmeyer, Dan Brodeur, Risa Burr, Justin Jananthan, Hayden Merrell, Sam Michaleas, Peter Perez, Anthony Prout, Andrew Kepner, Jeremy |
| author_facet | Houle, Michael Jones, Michael Wallmeyer, Dan Brodeur, Risa Burr, Justin Jananthan, Hayden Merrell, Sam Michaleas, Peter Perez, Anthony Prout, Andrew Kepner, Jeremy |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2409_12297 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Hypersparse Traffic Matrices from Suricata Network Flows using GraphBLAS Houle, Michael Jones, Michael Wallmeyer, Dan Brodeur, Risa Burr, Justin Jananthan, Hayden Merrell, Sam Michaleas, Peter Perez, Anthony Prout, Andrew Kepner, Jeremy Distributed, Parallel, and Cluster Computing 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. |
| title | Hypersparse Traffic Matrices from Suricata Network Flows using GraphBLAS |
| topic | Distributed, Parallel, and Cluster Computing |
| url | https://arxiv.org/abs/2409.12297 |