NCDE: In-Network Caching for Directory Entries to Expedite Data Access in Tiled-Chip Multiprocessors

TLDR: In this paper , the authors explore the opportunity of mitigating problems associated with shared data access via in-network caching for directory entries (NCDE), which can utilize every input port's virtual channels to hold directory entries.

Abstract: The processing of data-intensive applications, followed by an unprecedented amount of data traffic, drives explosive accesses to the memory subsystem. The overloaded memory subsystem experiences increased data access latency. To expedite data access, a network caching technique that leverages network-on-chip (NoC) virtual channels (VCs) as an expanded memory subsystem has emerged. Previous network caching studies focused on utilizing VCs on the NoC’s local input port as a victim cache to reduce local data access latency. In contrast to previous studies, we explore the opportunity of mitigating problems associated with shared data access via in-network caching for directory entries (NCDE), which can utilize every input port’s VCs to hold directory entries. NCDE exploits VCs as the victim and prefetch buffers of the directory entries, each reducing directory eviction-induced invalidations and simplifying the cache-to-cache (C2C) data transfer. The effectiveness of NCDE was evaluated using a gem5 full-system simulator, and the results show that the average memory access time (AMAT) and workload execution time were reduced by 7.69% and 5.82%, respectively. As a cost for accelerating the data access latency, implementing NCDE incurs a negligible router area overhead of 1.56%.