Capabilities Architecture The Stacked Linear Algebra Graph implements a directed graph with a weight on each vertex and edge. The graph models vertices and adjacency matrices as GraphBLAS sparse ...

We begin by defining a new notion of what it means to approximate a graph by another graph, and explain why these sparse approximations enable the fast solution of linear equations. To build these ...

The GraphBLAS, Basic Linear Algebra Subprograms for Graphs, is a community-driven, open programming specification for graph analysis. The specification makes the development of high-performance graph ...

Big data and the Internet of Things era continue to challenge computational systems. Several technology solutions such as NoSQL databases have been developed to deal with this challenge. In order to ...

This extended abstract summarizes the research done [1][2][3] in an effort to develop scalable approaches to select few computationally hard problems from the domains of linear algebra and graph ...

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This means that for every increase of $1 in the price per box, demand decreases by 1,500 boxes. Calculating the slope of a linear function Slope measures the rate of change in the dependent variable ...

Originally intended to facilitate graph analysis, GraphBLAS has many potential applications thanks to its ability to perform a large class of linear algebra operations. The complexities of these ...