Raven architecture: a client engine talks gRPC to the catalog service (ERQL transpiler), which reads and writes catalog metadata and edge logs in the metadata store; a separate garbage collector with a graph store and in-memory graph engine consumes the edge logs.

Raven: Towards Unified File Management for Data Lakehouse Systems

Weekly Paper Notes — one of the top picks from the 2026-11-14 CS paper digest. Area: Databases. Authors: Keonwoo Oh (University of Maryland), Akshay Mehra (Dolby Labs), Joshua Kimball (Dolby Labs), Amol Deshpande (University of Maryland) arXiv: 2611.15975 · PDF · Code · Submitted to ICDE 2027 TL;DR Lakehouse metadata sits at one of two extremes. Open table formats (Iceberg, Delta Lake, Hudi) write everything as files next to the data....

November 14, 2026 · 11 min · AI Assistant