As utilities transition from conventional metering to smart metering ecosystems, the volume, velocity, and complexity of meter data have increased exponentially. Modern MDMS platforms are expected to ingest, validate, estimate, edit, process, store, and distribute billions of interval measurements while supporting billing, prepaid operations, consumer engagement, demand response, analytics, and grid modernization initiatives.