Deployment of Real-Time Network Traffic Analysis using GraphBLAS Hypersparse Matrices and D4M Associative Arrays

M Jones, J Kepner, A Prout, T Davis… - 2023 IEEE High …, 2023 - ieeexplore.ieee.org
Matrix/array analysis of networks can provide significant insight into their behavior and aid in
their operation and protection. Prior work has demonstrated the analytic, performance, and …

Focusing and Calibration of Large Scale Network Sensors using GraphBLAS Anonymized Hypersparse Matrices

J Kepner, M Jones, P Dykstra, C Byun… - 2023 IEEE High …, 2023 - ieeexplore.ieee.org
Defending community-owned cyber space requires community-based efforts. Large-scale
network observations that uphold the highest regard for privacy are key to protecting our …

Teaching Network Traffic Matrices in an Interactive Game Environment

C Milner, H Jananthan, J Kepner, V Gadepally… - arXiv preprint arXiv …, 2024 - arxiv.org
The Internet has become a critical domain for modern society that requires ongoing efforts
for its improvement and protection. Network traffic matrices are a powerful tool for …

Mapping of Internet “Coastlines” via Large Scale Anonymized Network Source Correlations

H Jananthan, J Kepner, M Jones… - 2023 IEEE High …, 2023 - ieeexplore.ieee.org
Expanding the scientific tools available to protect computer networks can be aided by a
deeper understanding of the underlying statistical distributions of network traffic and their …

An Informal Introduction to Semirings for GraphBLAS using Matlab

A Aadhithya, A Edpuganti, V Rejathalal… - 2023 3rd …, 2023 - ieeexplore.ieee.org
This paper presents an informal introduction to semirings and their application in
GraphBLAS using Matlab. GraphBLAS is a powerful and versatile tool for working with graph …