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NVC-Hashmap: A Persistent and Concurrent Hashmap For Non-Volatile Memories

Authors:

Markus Dreseler,

Matthias Uflacker,

Hasso PlattnerAuthors Info & Claims

IMDM '15: Proceedings of the 3rd VLDB Workshop on In-Memory Data Mangement and Analytics

Article No.: 4, Pages 1 - 8

https://doi.org/10.1145/2803140.2803144

Published: 31 August 2015 Publication History

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.

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Cited By

Wang HDai HChen SChen G(2024)Rethinking Hash Tables: Challenges and Opportunities with Compute Express Link (CXL)Proceedings of the ACM Turing Award Celebration Conference - China 202410.1145/3674399.3674418(23-27)Online publication date: 5-Jul-2024
https://dl.acm.org/doi/10.1145/3674399.3674418
Chen ZHu DChe WSun JChen H(2024)A quantitative evaluation of persistent memory hash indexesThe VLDB Journal — The International Journal on Very Large Data Bases10.1007/s00778-023-00812-133:2(375-397)Online publication date: 1-Mar-2024
https://dl.acm.org/doi/10.1007/s00778-023-00812-1
Pandey PBender MConway AFarach-Colton MKuszmaul WTagliavini GJohnson R(2023)IcebergHT: High Performance Hash Tables Through Stability and Low AssociativityProceedings of the ACM on Management of Data10.1145/35887271:1(1-26)Online publication date: 30-May-2023
https://dl.acm.org/doi/10.1145/3588727
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cover image ACM Other conferences

IMDM '15: Proceedings of the 3rd VLDB Workshop on In-Memory Data Mangement and Analytics

August 2015

63 pages

ISBN:9781450337137

DOI:10.1145/2803140

Copyright © 2015 ACM.

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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SAMSUNG: SAMSUNG
VLDB Endowment: Very Large Database Endowment
Microsoft: Microsoft

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 31 August 2015

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IMDM '15: VLDB Workshop on In-Memory Data Mangement and Analytics

August 31, 2015

HI, Kohala Coast, USA

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Cited By

Wang HDai HChen SChen G(2024)Rethinking Hash Tables: Challenges and Opportunities with Compute Express Link (CXL)Proceedings of the ACM Turing Award Celebration Conference - China 202410.1145/3674399.3674418(23-27)Online publication date: 5-Jul-2024
https://dl.acm.org/doi/10.1145/3674399.3674418
Chen ZHu DChe WSun JChen H(2024)A quantitative evaluation of persistent memory hash indexesThe VLDB Journal — The International Journal on Very Large Data Bases10.1007/s00778-023-00812-133:2(375-397)Online publication date: 1-Mar-2024
https://dl.acm.org/doi/10.1007/s00778-023-00812-1
Pandey PBender MConway AFarach-Colton MKuszmaul WTagliavini GJohnson R(2023)IcebergHT: High Performance Hash Tables Through Stability and Low AssociativityProceedings of the ACM on Management of Data10.1145/35887271:1(1-26)Online publication date: 30-May-2023
https://dl.acm.org/doi/10.1145/3588727
Gong CTian CWang ZWang SWang XFu QQin WQian LChen RQi JWang RZhu GYang CZhang WLi F(2022)Tair-PMemProceedings of the VLDB Endowment10.14778/3554821.355482715:12(3346-3358)Online publication date: 1-Aug-2022
https://dl.acm.org/doi/10.14778/3554821.3554827
Wang ZYao TWan JJiang HCui QTang LZhang YZhang Q(2022)ComboTree: A Persistent Indexing Structure With Universal Operational Efficiency and ScalabilityIEEE Transactions on Parallel and Distributed Systems10.1109/TPDS.2021.313724733:10(2277-2290)Online publication date: 1-Oct-2022
https://doi.org/10.1109/TPDS.2021.3137247
Benson LMakait HRabl T(2021)ViperProceedings of the VLDB Endowment10.14778/3461535.346154314:9(1544-1556)Online publication date: 22-Oct-2021
https://dl.acm.org/doi/10.14778/3461535.3461543
Hu DChen ZWu JSun JChen H(2021)Persistent memory hash indexesProceedings of the VLDB Endowment10.14778/3446095.344610114:5(785-798)Online publication date: 23-Mar-2021
https://dl.acm.org/doi/10.14778/3446095.3446101
Gugnani SKashyap ALu X(2021)Understanding the idiosyncrasies of real persistent memoryProceedings of the VLDB Endowment10.14778/3436905.343692114:4(626-639)Online publication date: 22-Feb-2021
https://dl.acm.org/doi/10.14778/3436905.3436921
Lu BHao XWang TLo E(2021)Scaling Dynamic Hash Tables on Real Persistent MemoryACM SIGMOD Record10.1145/3471485.347150650:1(87-94)Online publication date: 17-Jun-2021
https://dl.acm.org/doi/10.1145/3471485.3471506
Izadpanah RPeterson CSolihin YDechev D(2021)PETRAACM Transactions on Architecture and Code Optimization10.1145/344639118:2(1-26)Online publication date: 8-Mar-2021
https://dl.acm.org/doi/10.1145/3446391
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