Design, Generation, and Validation of Extreme Scale Power-Law Graphs
Design, Generation, and Validation of Extreme Scale Power-Law Graphs
Massive power-law graphs drive many fields: metagenomics, brain mapping, Internet-of-things, cybersecurity, and sparse machine learning. The development of novel algorithms and systems to process these data requires the design, generation, and validation of enormous graphs with exactly known properties. Such graphs accelerate the proper testing of new algorithms and systems …