ROLEX - A Scalable RDMA-oriented Learned Key-Value Store for Disaggregated Memory Systems

ROLEX - A Scalable RDMA-oriented Learned Key-Value Store for Disaggregated Memory Systems

Explore a conference talk on ROLEX, a scalable RDMA-oriented learned key-value store designed for disaggregated memory systems. Delve into the innovative approach that separates monolithic servers into compute and memory nodes, leveraging RDMA for direct remote memory access. Learn how ROLEX addresses challenges in existing ordered key-value stores by implementing a retraining-decoupled learned index scheme, enabling efficient data modifications and asynchronous model retraining. Discover the performance improvements achieved by ROLEX, particularly in dynamic workloads, and understand its potential impact on high-performance computing and data management in disaggregated environments.