Parallel Performance Project Research Paper

Research Paper

Evaluating the Performance of Active Cache Management Schemes
Edward S. Tam, Jude A. Rivers, Vijayalakshmi Srinivasan, Gary S. Tyson, and Edward S. Davidson
Proceedings of the 1998 International Conference on Computer Design, October 1998.

Abstract

In this paper we examine the performance of two multi-lateral cache schemes; one makes block allocation decisions correlated to the reference behavior of regions of memory (NTS), the other correlated to the reference behavior of memory accessing instructions (PCS). To determine the efficacy of exploiting these reference correlation schemes to improve cache management, we compare the performance of these multi-lateral schemes to a multi-lateral configuration that uses a near-optimal (but non-implementable) replacement policy, pseudo-opt. In addition to miss ratio, three metrics are used to evaluate the performance of these schemes, relative to pseudo-opt: 1) prediction accuracy in determining reference locality, 2) actual usage accuracy, i.e. how likely a block in an implementable scheme and the near-optimal scheme exhibit the same reuse characteristic, and 3) tour length of a line in the cache. Results show that while the NTS and PCS schemes outperform traditional cache management schemes, they fall short of the pseudo-opt performance; this is due to their simple prediction strategies and because their active management addresses only block allocation and not replacement.