SuiteSparse: GraphBLAS is a full parallel implementation of the GraphBLAS standard, which
defines a set of sparse matrix operations on an extended algebra of semirings using an …

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 …

Long range detection is a cornerstone of defense in many operating domains (land, sea,
undersea, air, space,…,). In the cyber domain, long range detection requires the analysis of …

Modern network sensors continuously produce enormous quantities of raw data that are
beyond the capacity of human analysts. Cross-correlation of network sensors increases this …

The Internet has become a critical component of modern civilization requiring scientific
exploration akin to endeavors to understand the land, sea, air, and space environments …

Internet analysis is a major challenge due to the volume and rate of network traffic. In lieu of
analyzing traffic as raw packets, network analysts often rely on compressed network flows …

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 …

As the diversity of components increases within the intelligent systems, trusted interactivity
also becomes critical challenge for the system components and nodes. Furthermore …

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 …

We show how to develop sampling-based alternating least squares (ALS) algorithms for
decomposition of tensors into any tensor network (TN) format. Provided the TN format …