Drop It In Like It's Hot: An Analysis of Persistent Memory as a Drop-in Replacement for NVMe SSDs

被引:4
|
作者
Boether, Maximilian [1 ]
Kissig, Otto [1 ]
Benson, Lawrence [1 ]
Rabl, Tilmann [1 ]
机构
[1] Univ Potsdam, Hasso Plattner Inst, Potsdam, Germany
关键词
PHASE-CHANGE MEMORY; PERFORMANCE; INDEX;
D O I
10.1145/3465998.3466010
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Solid-state drives (SSDs) have improved database system performance significantly due to the higher bandwidth that they provide over traditional hard disk drives. Persistent memory (PMem) is a new storage technology that offers DRAM-like speed at SSD-like capacity. Due to its byte-addressability, research has mainly treated PMem as a replacement of, or an addition to DRAM, e.g., by proposing highly-optimized, DRAM-PMem-hybrid data structures and system designs. However, PMem can also be used via a regular file system interface and standard Linux I/O operations. In this paper, we analyze PMem as a drop-in replacement for Non-Volatile Memory Express (NVMe) SSDs and evaluate possible performance gains while requiring no or only minor changes to existing applications. This drop-in approach speeds-up database systems like Postgres, without requiring any code changes. We systematically evaluate PMem and NVMe SSDs in three database microbenchmarks and the widely used TPC-H benchmark on Postgres. Our experiments show that PMem outperforms a RAID of four NVMe SSDs in read-intensive OLAP workloads by up to 4x without any modifications while achieving similar performance in write-intensive workloads. Finally, we give four practical insights to aid decision-making on when to use PMem as an SSD drop-in replacement and how to optimize for it.
引用
收藏
页数:8
相关论文
共 50 条
  • [21] PATH TO A DROP-IN REPLACEMENT FOR CURRENT TECHNOLOGIES WITH THE 33%, LARGE AREA, IMM CELL
    Chumney, D.
    Aiken, D.
    Cho, B.
    Cornfeld, A.
    Diaz, J.
    Ley, V.
    Mittman, J.
    Newman, F.
    Sharps, P.
    Stan, M.
    Varghese, T.
    35TH IEEE PHOTOVOLTAIC SPECIALISTS CONFERENCE, 2010, : 113 - 116
  • [22] Experimental analysis of a new refrigerant mixture as drop-in replacement for CFC12 and HFC134a
    Mani, K.
    Selladurai, V.
    INTERNATIONAL JOURNAL OF THERMAL SCIENCES, 2008, 47 (11) : 1490 - 1495
  • [23] Macro Analysis Would Like To Drop Half A Drop Of Solution
    Chen, Ling
    MATERIALS PROCESSING TECHNOLOGY, PTS 1-4, 2011, 291-294 : 3264 - 3267
  • [24] Seismic Vulnerability of Segmental Bridges with Drop-In Span by Pushover Analysis
    Colajanni, Piero
    Granata, Michele Fabio
    La Mendola, Lidia
    APPLIED SCIENCES-BASEL, 2024, 14 (01):
  • [25] Educating Engineers on the Use of Renewable Ethanol Fuel as a Drop-in Replacement for Gasoline in Small Engines
    Davis, G.W.
    Mazzei, A.J.
    Renewable Energy and Power Quality Journal, 2024, 22 (05): : 133 - 137
  • [26] Experimental analysis of R1234yf as a drop-in replacement for R134a in a vapor compression system
    Navarro-Esbri, J.
    Mendoza-Miranda, J. M.
    Mota-Babiloni, A.
    Barragan-Cervera, A.
    Belman-Flores, J. M.
    INTERNATIONAL JOURNAL OF REFRIGERATION-REVUE INTERNATIONALE DU FROID, 2013, 36 (03): : 870 - 880
  • [27] HF01234ze as drop-in replacement for R134a in domestic refrigerators: an environmental impact analysis
    Aprea, Ciro
    Greco, Adriana
    Maiorino, Angelo
    Masselli, Claudia
    Metallo, Antonio
    71ST CONFERENCE OF THE ITALIAN THERMAL MACHINES ENGINEERING ASSOCIATION (ATI 2016), 2016, 101 : 964 - 971
  • [28] Technical, economic and environmental analysis of solar thermochemical production of drop-in fuels
    Moretti, Christian
    Patil, Vikas
    Falter, Christoph
    Geissbuhler, Lukas
    Patt, Anthony
    Steinfeld, Aldo
    SCIENCE OF THE TOTAL ENVIRONMENT, 2023, 901
  • [29] Optomechanical analysis of compliant spacers in passively athermalized drop-in optical systems
    Larrategui, Martin Tangari
    Densmore, Victor E., III
    Johnson, Lee
    Baker, Christian
    Hevert, Matthew
    Camacho, Bianka
    Tulungen, Paul
    Mc Niven, Peter
    Medicus, Kate
    Castle, Kenneth R.
    Stuhlinger, Tilman W.
    OPTICAL SYSTEM ALIGNMENT, TOLERANCING, AND VERIFICATION XIV, 2022, 12222
  • [30] "It's a place to feel like part of the community": Counterspace, inclusion, and empowerment in a drop-in center for homeless and marginalized women
    Toolis, Erin
    Dutt, Anjali
    Wren, Alexander
    Jackson-Gordon, Rachel
    AMERICAN JOURNAL OF COMMUNITY PSYCHOLOGY, 2022, 70 (1-2) : 102 - 116