NVC-Hashmap:用于非易失性内存的持久和并发Hashmap

David Schwalb, Markus Dreseler, M. Uflacker, H. Plattner
{"title":"NVC-Hashmap:用于非易失性内存的持久和并发Hashmap","authors":"David Schwalb, Markus Dreseler, M. Uflacker, H. Plattner","doi":"10.1145/2803140.2803144","DOIUrl":null,"url":null,"abstract":"Non-volatile RAM (NVRAM) will fundamentally change in-memory databases as data structures do not have to be explicitly backed up to hard drives or SSDs, but can be inherently persistent in main memory. To guarantee consistency even in the case of power failures, programmers need to ensure that data is flushed from volatile CPU caches where it would be susceptible to power outages to NVRAM. In this paper, we present the NVC-Hashmap, a lock-free hashmap that is used for unordered dictionaries and delta indices in in-memory databases. The NVC-Hashmap is then evaluated in both stand-alone and integrated database benchmarks and compared to a B+-Tree based persistent data structure.","PeriodicalId":175654,"journal":{"name":"Proceedings of the 3rd VLDB Workshop on In-Memory Data Mangement and Analytics","volume":"304 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"51","resultStr":"{\"title\":\"NVC-Hashmap: A Persistent and Concurrent Hashmap For Non-Volatile Memories\",\"authors\":\"David Schwalb, Markus Dreseler, M. Uflacker, H. Plattner\",\"doi\":\"10.1145/2803140.2803144\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Non-volatile RAM (NVRAM) will fundamentally change in-memory databases as data structures do not have to be explicitly backed up to hard drives or SSDs, but can be inherently persistent in main memory. To guarantee consistency even in the case of power failures, programmers need to ensure that data is flushed from volatile CPU caches where it would be susceptible to power outages to NVRAM. In this paper, we present the NVC-Hashmap, a lock-free hashmap that is used for unordered dictionaries and delta indices in in-memory databases. The NVC-Hashmap is then evaluated in both stand-alone and integrated database benchmarks and compared to a B+-Tree based persistent data structure.\",\"PeriodicalId\":175654,\"journal\":{\"name\":\"Proceedings of the 3rd VLDB Workshop on In-Memory Data Mangement and Analytics\",\"volume\":\"304 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-08-31\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"51\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 3rd VLDB Workshop on In-Memory Data Mangement and Analytics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/2803140.2803144\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 3rd VLDB Workshop on In-Memory Data Mangement and Analytics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2803140.2803144","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 51

摘要

非易失性RAM (NVRAM)将从根本上改变内存数据库,因为数据结构不必显式备份到硬盘驱动器或ssd,而是可以在主内存中持久存在。即使在电源故障的情况下,为了保证一致性,程序员需要确保从易失性CPU缓存中刷新数据,因为这些数据很容易受到NVRAM断电的影响。在本文中,我们提出了NVC-Hashmap,这是一种无锁的hashmap,用于内存数据库中的无序字典和增量索引。然后在独立和集成数据库基准测试中评估NVC-Hashmap,并将其与基于B+-Tree的持久数据结构进行比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
NVC-Hashmap: A Persistent and Concurrent Hashmap For Non-Volatile Memories
Non-volatile RAM (NVRAM) will fundamentally change in-memory databases as data structures do not have to be explicitly backed up to hard drives or SSDs, but can be inherently persistent in main memory. To guarantee consistency even in the case of power failures, programmers need to ensure that data is flushed from volatile CPU caches where it would be susceptible to power outages to NVRAM. In this paper, we present the NVC-Hashmap, a lock-free hashmap that is used for unordered dictionaries and delta indices in in-memory databases. The NVC-Hashmap is then evaluated in both stand-alone and integrated database benchmarks and compared to a B+-Tree based persistent data structure.
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