Multi-level memory prefetching for media and stream processing
This paper presents a multi-level memory prefetch hierarchy for media and stream processing applications. Two major bottlenecks in the performance of multimedia and network applications are long memory latencies and limited off-chip processor bandwidth. Aggressive prefetching can be used to mitigate the memory latency problem, but overly aggressive prefetching may overload the limited external processor bandwidth. To accommodate both problems, we propose multilevel memory prefetching. The multi-level organization enables conservative prefetching on-chip and more aggressive prefetching off-chip. The combination provides aggressive prefetching while minimally impacting off-chip bandwidth, enabling more efficient memory performance for media and stream processing. This paper presents preliminary results for multi-level memory prefetching, which show that combining prefetching at the L1 and DRAM memory levels provides the most effective prefetching with minimal extra bandwidth.