访问LUT没有CAM -改进的皮尔逊哈希减少碰撞

Chung-Ping Hung, P. S. Min
{"title":"访问LUT没有CAM -改进的皮尔逊哈希减少碰撞","authors":"Chung-Ping Hung, P. S. Min","doi":"10.1109/ICON.2013.6781942","DOIUrl":null,"url":null,"abstract":"While lookup table (LUT) is widely used in virtually every kind of computing devices, to achieve low access latency with low cost is always challenging. Although Content-Addressable Memory (CAM) can be used to implement LUT, it is not very cost-effective to add such an expensive device dedicated for LUT in most cases. On the other hand, using hash functions to implement LUT, which can achieve O(1) fast lookup in most cases without special hardware, is more preferable. The performance of a hash table based LUT depends on the collision rate. In this paper, we propose a hash function based on Pearson hashing which can effectively reduce the collision rate and thus improve the performance of LUT by adding a dynamically generated permutation table. We demonstrate the LUT performance can be significantly improved from very low additional cost.","PeriodicalId":219583,"journal":{"name":"2013 19th IEEE International Conference on Networks (ICON)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Access LUT without CAM - Improved Pearson hashing for collision reduction\",\"authors\":\"Chung-Ping Hung, P. S. Min\",\"doi\":\"10.1109/ICON.2013.6781942\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"While lookup table (LUT) is widely used in virtually every kind of computing devices, to achieve low access latency with low cost is always challenging. Although Content-Addressable Memory (CAM) can be used to implement LUT, it is not very cost-effective to add such an expensive device dedicated for LUT in most cases. On the other hand, using hash functions to implement LUT, which can achieve O(1) fast lookup in most cases without special hardware, is more preferable. The performance of a hash table based LUT depends on the collision rate. In this paper, we propose a hash function based on Pearson hashing which can effectively reduce the collision rate and thus improve the performance of LUT by adding a dynamically generated permutation table. We demonstrate the LUT performance can be significantly improved from very low additional cost.\",\"PeriodicalId\":219583,\"journal\":{\"name\":\"2013 19th IEEE International Conference on Networks (ICON)\",\"volume\":\"29 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2013-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2013 19th IEEE International Conference on Networks (ICON)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICON.2013.6781942\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 19th IEEE International Conference on Networks (ICON)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICON.2013.6781942","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

虽然查找表(LUT)广泛应用于几乎所有类型的计算设备中,但以低成本实现低访问延迟始终是一项挑战。尽管可以使用内容可寻址内存(CAM)来实现LUT,但是在大多数情况下,为LUT添加如此昂贵的设备并不划算。另一方面,使用散列函数实现LUT更可取,在大多数情况下,它可以在没有特殊硬件的情况下实现O(1)快速查找。基于LUT的哈希表的性能取决于碰撞率。在本文中,我们提出了一种基于Pearson哈希的哈希函数,通过添加一个动态生成的排列表,可以有效地降低碰撞率,从而提高LUT的性能。我们证明了LUT性能可以通过非常低的额外成本得到显着改善。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Access LUT without CAM - Improved Pearson hashing for collision reduction
While lookup table (LUT) is widely used in virtually every kind of computing devices, to achieve low access latency with low cost is always challenging. Although Content-Addressable Memory (CAM) can be used to implement LUT, it is not very cost-effective to add such an expensive device dedicated for LUT in most cases. On the other hand, using hash functions to implement LUT, which can achieve O(1) fast lookup in most cases without special hardware, is more preferable. The performance of a hash table based LUT depends on the collision rate. In this paper, we propose a hash function based on Pearson hashing which can effectively reduce the collision rate and thus improve the performance of LUT by adding a dynamically generated permutation table. We demonstrate the LUT performance can be significantly improved from very low additional cost.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信