Graph-Based Machine Learning - Part 2
Community Detection at Scale: Part 2
#tldr: Graph-based machine learning is a powerful tool that can easily be merged into ongoing efforts. This work reviews the feasibility of performing community detection through a distributed implementation using GraphX. Embedded within the Hadoop ecosystem, this modularity optimization approach allows the study of networks of unprecedented size. This change of scales, previously limited by RAM, opens exciting perspectives as the self modular structure of complex systems have been shown to hold crucial information to understanding their nature.