Community detection algorithms try to partition a graph into communities with high connectivity inside each community and low connectivity between communities. In this session, we will start with an overview on popular community detection algorithms, optimization goals and parallelization methods. Then, I’ll present the community detection pipeline we developed and applied over probability-weighted identity graph in Oracle Data Cloud.