ByteDance USDB Storage System Reduces Recommender System Latency and Costs

ByteDance introduced USDB, a unified sequence storage system designed to handle long, attribute-rich user histories. The architecture uses CascadeLSM time-based compaction and a hybrid columnar format to reduce storage costs by 85.8% while accelerating reads for inference and training.