Abstract-In many-core architectures, memory blocks are commonly assigned to the banks of a NUCA cache by following a physical mapping. This mapping assigns blocks to cache banks in a round-robin fashion, thus neglecting the distance between the cores that most frequently access every block and the corresponding NUCA bank for the block. This issue impacts both cache access latency and the amount of on-chip network traffic generated. On the other hand, first-touch mapping policies, which take into account distance, can lead to an unbalanced utilization of cache banks, and consequently, to an increased number of expensive off-chip accesses. In this work, we propose the distance-aware round-robin mapping policy, an OS-managed policy which addresses the trade-off between cache access latency and number of off-chip accesses. Our policy tries to map the pages accessed by a core to its closest (local) bank, like in a firsttouch policy. However, our policy also introduces an upper bound on the deviation of the distribution of memory pages among cache banks, which lessens the number of off-chip accesses. This tradeoff is addressed without requiring any extra hardware structure. We also show that the private cache indexing commonly used in many-core architectures is not the most appropriate for OS-managed distance-aware mapping policies, and propose to employ different bits for such indexing. Using GEMS simulator we show that our proposal obtains average improvements of 11% for parallel applications and 14% for multi-programmed workloads in terms of execution time, and significant reductions in network traffic, over a traditional physical mapping. Moreover, when compared to a first-touch mapping policy, our proposal improves average execution time by 5% for parallel applications and 6% for multi-programmed workloads, slightly increasing onchip network traffic.
Distance-Aware Round-Robin Mapping REF ] improves the mapping of the memory pages to cache banks in large NUCA caches by means of an OS-managed mechanism that both reduces the distance from the data to the requestors and provides a fair utilization of the NUCA banks.
Distance-aware round-robin mapping for large NUCA caches
2009 International Conference on High Performance Computing (HiPC)
2009 International Conference on High Performance Computing (HiPC)
Computer Science