Heterogeneous PCM array architecture for reliability, performance and lifetime enhancement

被引:0
|
作者
Kwon, Taehyun [1 ,3 ]
Imran, Muhammad [2 ]
You, Jung Min [2 ]
Yang, Joon-Sung [1 ]
机构
[1] Sungkyunkwan Univ, Dept Semicond & Display Engn, Suwon, South Korea
[2] Sungkyunkwan Univ, Dept Elect & Comp Engn, Suwon, South Korea
[3] Samsung Elect, Syst LSI Div, Suwon, South Korea
基金
新加坡国家研究基金会;
关键词
Emerging memories; Endurance; Multi-level cell; Heterogeneous cell storage; Phase change memory (PCM); Resistance drift; Reliability; PHASE-CHANGE MEMORY; TOLERANCE; SCHEME;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Conventional DRAM and flash memory are reaching their scaling limits thus motivating research in various emerging memory technologies as a potential replacement. Among these, phase change memory (PCM) has received considerable attention owing to its high scalability and multi-level cell (MLC) operation for high storage density. However, due to the resistance drift over time, the soft error rate in MCC PCM is high. Additionally, the iterative programming in MLC negatively impacts performance and cell endurance. The conventional methods to overcome the drift problem incur large overheads, impact memory lifetime and are inadequate in terms of acceptable soft error rate (SER). In this paper, we propose a new PCM memory architecture with heterogeneous PCM arrays to increase reliability, performance and lifetime. The basic storage unit in the proposed architecture consists of two single-level cells (SLCs) and one four-level cell (4LC). Using the reduced number of 4LCs compared to conventional homogeneous 4LC PCM arrays, the drift-induced error rate is considerably reduced. By alternating each cell operation between SLC and 4LC over time, the overall lifetime can also he significantly enhanced. The proposed architecture achieves up to 10(5) times lower soft error rate with considerably less ECC overhead. With simple ECC scheme, about 22% performance improvement is achieved and additionally, the overall lifetime is also enhanced by about 57%.
引用
收藏
页码:1610 / 1615
页数:6
相关论文
共 50 条
  • [21] Performance enhancement of a thermoelectric harvester with a PCM/Metal foam composite
    Borhani, S. M.
    Hosseini, M. J.
    Pakrouh, R.
    Ranjbar, A. A.
    Nourian, A.
    RENEWABLE ENERGY, 2021, 168 : 1122 - 1140
  • [22] RDBMS ARCHITECTURE BOOSTS PERFORMANCE, RELIABILITY
    EPSTEIN, RS
    MINI-MICRO SYSTEMS, 1988, 21 (08): : 41 - 42
  • [23] Amdahl's Law for Lifetime Reliability Scaling in Heterogeneous Multicore Processors
    Song, William J.
    Mukhopadhyay, Saibal
    Yalamanchili, Sudhakar
    PROCEEDINGS OF THE 2016 IEEE INTERNATIONAL SYMPOSIUM ON HIGH-PERFORMANCE COMPUTER ARCHITECTURE (HPCA-22), 2016, : 594 - 605
  • [24] Performance and Reliability Enhancement of Linear Coolers
    Mai, M.
    Ruehlich, I.
    Schreiter, A.
    Zehner, S.
    INFRARED TECHNOLOGY AND APPLICATIONS XXXVI, PTS 1 AND 2, 2010, 7660
  • [25] Performance enhancement techniques for InfiniBand™ architecture
    Kim, EJ
    Yum, KH
    Das, CR
    Yousif, M
    Duato, J
    NINTH INTERNATIONAL SYMPOSIUM ON HIGH-PERFORMANCE COMPUTER ARCHITECTURE, PROCEEDINGS, 2003, : 253 - 262
  • [26] Heterogeneous Systolic Array Architecture for Compact CNNs Hardware Accelerators
    Xu, Rui
    Ma, Sheng
    Wang, Yaohua
    Guo, Yang
    Li, Dongsheng
    Qiao, Yuran
    IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2022, 33 (11) : 2860 - 2871
  • [27] Reliability-Aware Data Placement for Heterogeneous Memory Architecture
    Gupta, Manish
    Sridharan, Vilas
    Roberts, David
    Prodromou, Andreas
    Venkat, Ashish
    Tullsen, Dean
    Gupta, Rajesh
    2018 24TH IEEE INTERNATIONAL SYMPOSIUM ON HIGH PERFORMANCE COMPUTER ARCHITECTURE (HPCA), 2018, : 583 - 595
  • [28] PCM/FM performance enhancement using Reed Solomon channel coding
    Taggart, D
    Kumar, R
    Wagner, N
    Krikorian, Y
    Wang, C
    Elyashar, N
    Cutler, M
    Stevens, C
    2004 IEEE AEROSPACE CONFERENCE PROCEEDINGS, VOLS 1-6, 2004, : 1337 - 1346
  • [29] Reliability Analysis of the 300 W GaInP/GaAs/Ge Solar Cell Array Using PCM
    Shin, Goo-Hwan
    Kwon, Se-Jin
    Lee, Hu-Seung
    JOURNAL OF ASTRONOMY AND SPACE SCIENCES, 2019, 36 (02) : 69 - 74
  • [30] Performance enhancement routing protocols for heterogeneous WSNs
    Mohamed, Fathia A.
    Hassan, Emad S.
    Dessouky, Moawad I.
    Elsafrawey, Amir S.
    INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS, 2020, 33 (04)