Better Data Management: Get Solutions by Analyzing the Data Lineage Graph

Technical data lineage graphs are essential tools for managing complex data infrastructures, as they map out data entities and their dependencies, allowing organizations to understand and optimize their data landscapes. These graphs facilitate the monitoring of data updates, compliance with regulations, and the identification of critical nodes and redundancies. Memgraph, a graph database platform, leverages dynamic graph analytics to help organizations efficiently perform impact analysis, assess system reliability, and eliminate redundancies through various algorithms like betweenness centrality and node similarity metrics. By using these methods, data engineers can maintain a reliable data infrastructure, proactively manage changes, and reduce unnecessary costs associated with data storage and maintenance.