In a block of parallel edges (e.g., three edges between A and B), only one edge receives the correct biconnected component label. The rest are incorrectly assigned component ID 0 — even though they ...

Implementation of Graph Encoder Embedding in the Ligra framework. This speeds up the original implementation by 10-100x, making Graph Encoder Embedding a very useful tool for learning on Graphs. It ...

Abstract: partitioning graphs at extent is a critical contest for several solicitations that incorporate provision a graph transversely disk, technologies, or data centers. Graph partitioning is an ...

Victor Lee is director of product management at TigerGraph. Graph databases excel at answering complex questions about relationships in large data sets. But they hit a wall—in terms of both ...

Abstract: The world of Big Data is changing dramatically right before our eyes-from the amount of data being produced to the way in which it is structured and used. The trend of "big data growth" ...

Graph databases offer a more efficient way to model relationships and networks than relational (SQL) databases or other kinds of NoSQL databases (document, wide column, and so on). Lately many ...