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Explore two groundbreaking innovations that advance real-world CXL memory adoption through this technical conference presentation. Learn about the CXL Hot-range Monitoring Unit (CHMU), an in-device hardware engine that detects hot memory regions in real-time and enables intelligent tiering decisions like page migration, achieving up to 40% performance gains on AI workloads such as DLRM compared to CXL-only configurations. Discover a full-stack compressed memory system aligned with the OCP Hyperscale Tiered Memory Expander Spec that supports cacheline-level compression and runs real CMS workloads including Hyrise and HPCG under MGLRU-based tiering. Understand how these practical solutions translate CXL specifications into deployable systems, providing actionable insights for building dynamic, cost-effective tiered memory solutions at scale while demonstrating tangible improvements in dollar-per-GB efficiency and overall server performance.
