Accurate and Fast Approximate Graph Pattern Mining at Scale
A Arpaci-Dusseau, Z Zhou, X Chen - arxiv preprint arxiv:2405.03488, 2024 - arxiv.org
Approximate graph pattern mining (A-GPM) is an important data analysis tool for many
graph-based applications. There exist sampling-based A-GPM systems to provide …
graph-based applications. There exist sampling-based A-GPM systems to provide …
Accurate and Fast Approximate Graph Mining at Scale
A Arpaci-Dusseau - 2024 - dspace.mit.edu
Approximate graph pattern mining (A-GPM) is an important data analysis tool for numerous
graph-based applications. There exist sampling-based A-GPM systems to provide …
graph-based applications. There exist sampling-based A-GPM systems to provide …
ScaleGPS: Scalable Graph Parallel Sampling via Data-centric Performance Engineering
MJ Cai - 2024 - oastats.mit.edu
Graph sampling extracts representative samples of a graph, so that approximate graph
algorithms can be used in place of expensive, exact algorithms while still achieving …
algorithms can be used in place of expensive, exact algorithms while still achieving …