Title
NSL-BLRL: Efficient CacheWarmup for Sampled Processor Simulation
Abstract
Architectural simulation is extremely time-consuming given the huge number of instructions that need to be simulated for contemporary benchmarks. Sampled simulation which selects a number of samples from the complete benchmark execution yields substantial speedups. However, there is one major issue that needs to be dealt with in order to minimize non-sampling bias, namely the hardware state at the beginning of each sample. This is well known in the literature as the cold-start problem. The hardware structures that suffer the most from the cold-start problem are cache hierarchies. In this paper we propose NSL-BLRL which combines two previously proposed cache hierarchy warmup approaches, namely No-State-Loss (NSL) and Boundary Line Reuse Latency (BLRL). The idea of NSL-BLRL is to warmup the cache hierarchy using a hardware state checkpoint that stores a truncated NSL stream. The NSL stream is a leastrecently used stream of (unique) memory references in the pre-sample. This NSL stream is then truncated to form the NSL-BLRL warmup checkpoint; this is done by inspecting the sample for determining how far in the pre-sample one needs to go back to accurately warmup the hardware state for the given sample. We show using SPEC CPU2000 benchmarks that NSL-BLRL is (i) nearly as accurate as BLRL and NSL for sampled processor simulation, (ii) yields simulation time speedups of several orders of magnitude compared to BLRL, and (iii) is more space-efficient than NSL. As such, we conclude that NSL-BLRL is a highly efficient and accurate cache warmup strategy for sampled processor simulation.
Year
DOI
Venue
2006
10.1109/ANSS.2006.33
Annual Simulation Symposium
Keywords
DocType
ISSN
NSL-BLRL warmup checkpoint,cold-start problem,hardware state,NSL stream,Efficient CacheWarmup,architectural simulation,Sampled simulation,accurate cache warmup strategy,Sampled Processor Simulation,truncated NSL stream,processor simulation,cache hierarchy
Conference
1080-241X
ISBN
Citations 
PageRank 
0-7695-2559-8
4
0.46
References 
Authors
14
4
Name
Order
Citations
PageRank
Luk Van Ertvelde1252.44
Filip Hellebaut270.89
Lieven Eeckhout32863195.11
Koen De Bosschere41659117.74