Sponsor Editorial

Modern CPU performance is no longer determined by compute capability alone. As processor pipelines become wider and faster, the growing gap between CPU speed and memory access latency—the “memory wall”—has become a major obstacle to performance scaling.

This article examines how cache misses affect processor utilization and explains why cache-miss tolerance is increasingly important in modern CPU design. It discusses techniques such as out-of-order execution, memory-level parallelism, non-blocking caches, prefetching, and larger execution windows, which help processors continue useful work while waiting for data.

The article also highlights why benchmark peak performance may not accurately reflect real-world results, particularly for data-intensive, AI, networking, and high-performance computing workloads. Effective CPU architecture must not only execute instructions quickly, but also keep the processing pipeline supplied with data.