提高有效数据带宽的技术

C. Nitta, M. Farrens
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引用次数: 6

摘要

在本文中,我们研究了增加微处理器片外互连有效带宽的技术。我们专注于与目前正在研究的其他技术(3d制造,光学互连等)正交的机制。使用一系列全系统模拟,我们研究了从存储器传输和传输的值的分布,并发现(如预期的)高熵数据(如浮点数)具有有限的可压缩性,但其他数据类型提供了更多的压缩潜力。通过使用简单的启发式方法对缓存线的内容进行分类,并为每种分类提供不同的压缩方案,我们展示了在缓存线粒度上提供与使用更复杂的Lempel-Ziv-Welch算法获得的压缩相当的整体压缩是可能的。
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Techniques for increasing effective data bandwidth
In this paper we examine techniques for increasing the effective bandwidth of the microprocessor off-chip interconnect. We focus on mechanisms that are orthogonal to other techniques currently being studied (3-D fabrication, optical interconnect, etc.) Using a range of full-system simulations we study the distribution of values being transferred to and from memory, and find that (as expected) high entropy data such as floating point numbers have limited compressibility, but that other data types offer more potential for compression. By using a simple heuristic to classify the contents of a cache line and providing different compression schemes for each classification, we show it is possible to provide overall compression at a cache line granularity comparable to that obtained by using a much more complex Lempel-Ziv-Welch algorithm.
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