The frontend stalls caused by instruction and BTB misses are a significant source of
performance degradation in server processors. Prefetchers are commonly employed to …

Managing tail latency is a primary challenge in designing large-scale Internet services.
Queuing is a major contributor to end-to-end tail latency, wherein nominal tasks are …

Data prefetching hides memory latency by predicting and loading necessary data into cache
beforehand. Most prefetchers in the literature are efficient for specific memory address …

Offset prefetching has been recently proposed as a lowoverhead yet high-performance
approach to eliminate data cache misses or reduce their negative effect. In offset …

The Register File (RF) is a critical structure in Graphics Processing Units (GPUs) responsible
for a large portion of the area and power. To simplify the architecture of the RF, it is …

As deep learning has produced dramatic breakthroughs in many areas, it has motivated
emerging studies on the combination between neural networks and cache replacement …

Data prefetching, ie, the act of predicting application's future memory accesses and fetching
those that are not in the on-chip caches, is a well-known and widely-used approach to hide …