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Abstract: As the speed gap widens between CPU and memory, memory hierarchy performance has become the bottleneck for most applications. This is due in part to the difficulty of fully utilizing the deep and complex memory hierarchies found on most modern machines. In the past, various tools on performance tuning and prediction have been developed to improve machine utilization. However, these tools are not effective in practice because they either do not consider memory hierarchy or do so with expensive... (Update)
Context of citations to this paper: More
.... is much simpler than latency based performance tools and is very effective for tuning and predicting performance for large applications[6]. Many architectural studies examined the memory bandwidth constraint. McCalpin [13] used the STREAM benchmark to demonstrate that...
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BibTeX entry: (Update)
C. Ding and K. Kennedy. Bandwidth-based performance tuning and prediction. In Proceedings of IASTED International Conference on Parallel Computing and Distributed Systems, November 1999. http://citeseer.ist.psu.edu/ding99bandwidthbased.html More
@misc{ ding99bandwidthbased,
author = "C. Ding and K. Kennedy",
title = "Bandwidth-based performance tuning and prediction",
text = "C. Ding and K. Kennedy. Bandwidth-based performance tuning and prediction.
In Proceedings of IASTED International Conference on Parallel Computing
and Distributed Systems, November 1999.",
year = "1999",
url = "citeseer.ist.psu.edu/ding99bandwidthbased.html" }
Citations (may not include all citations):159 A static performance estimator to guide data partitioning de.. (context) - Balasundaram, Fox et al. - 1991
149 An implementation of interprocedural bounded regular section.. - Havlak, Kennedy - 1991
82 On estimating and enhancing cache effectiveness (context) - Ferrante, Sarkar et al. - 1991
69 Estimating interlock and improving balance for pipelined mac.. - Callahan, Cocke et al. - 1988
57 Improving cache performance in dynamic applications through .. - Ding, Kennedy - 1999
50 Mtool: An Integrated System for Performance Debugging Shared.. (context) - Goldberg, Hennessy - 1993
35 Analytical Performance Prediction on Multicomputers - Clement, Quinn - 1993
23 Sustainable memory bandwidth in current high performance com.. (context) - McCalpin - 1995
17 Memory bandwidth bottleneck and its amelioration by a compil.. - Ding, Kennedy - 1999
13 Inter-array data regrouping - Ding, Kennedy - 1999
11 Analyzing and visualizing performance of memory hierarchies (context) - Callahan, Kennedy et al. - 1990
10 Compiler Support for Software Prefetching - McIntosh - 1997
7 Performance Prediction for Parallel Numerical Algorithms (context) - Gallivan, Jalby et al. - 1991
4 Technical Report ut-cs (context) - Mucci, London et al. - 1998
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