Deduplication in resistive content addressable memory based solid state drive

R. Kaplan; L. Yavits; A. Morad; R. Ginosar

doi:10.1109/patmos.2016.7833432

Deduplication in resistive content addressable memory based solid state drive

R. Kaplan, L. Yavits, A. Morad, R. Ginosar

Technion-Israel Institute of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

6 Scopus citations

Abstract

An in-storage deduplication based on a resistive content addressable memory (ReCAM) is proposed. The ReCAM native compare operation is used to find duplicate data blocks in a fixed number of cycles. The performance of ReCAM based in-storage deduplication is compared to Solid State Drive (SSD) based in-line deduplication performed in CPU and DRAM, showing an average 100× higher throughput at roughly the same energy consumption.

Original language	English
Title of host publication	Proceedings - 2016 26th International Workshop on Power and Timing Modeling, Optimization and Simulation, PATMOS 2016
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	100-106
Number of pages	7
ISBN (Electronic)	9781509007332
DOIs	https://doi.org/10.1109/patmos.2016.7833432
State	Published - 25 Jan 2017
Externally published	Yes
Event	26th International Workshop on Power and Timing Modeling, Optimization and Simulation, PATMOS 2016 - Bremen, Germany Duration: 21 Sep 2016 → 23 Sep 2016

Publication series

Name	Proceedings - 2016 26th International Workshop on Power and Timing Modeling, Optimization and Simulation, PATMOS 2016

Conference

Conference	26th International Workshop on Power and Timing Modeling, Optimization and Simulation, PATMOS 2016
Country/Territory	Germany
City	Bremen
Period	21/09/16 → 23/09/16

Bibliographical note

Publisher Copyright:
© 2016 IEEE.

Keywords

Deduplication
In-Memory Computing
Memristor
Resistive CAM
Resistive RAM
SSD

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1109/patmos.2016.7833432

Cite this

Kaplan, R., Yavits, L., Morad, A., & Ginosar, R. (2017). Deduplication in resistive content addressable memory based solid state drive. In Proceedings - 2016 26th International Workshop on Power and Timing Modeling, Optimization and Simulation, PATMOS 2016 (pp. 100-106). Article 7833432 (Proceedings - 2016 26th International Workshop on Power and Timing Modeling, Optimization and Simulation, PATMOS 2016). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/patmos.2016.7833432

Kaplan, R. ; Yavits, L. ; Morad, A. et al. / Deduplication in resistive content addressable memory based solid state drive. Proceedings - 2016 26th International Workshop on Power and Timing Modeling, Optimization and Simulation, PATMOS 2016. Institute of Electrical and Electronics Engineers Inc., 2017. pp. 100-106 (Proceedings - 2016 26th International Workshop on Power and Timing Modeling, Optimization and Simulation, PATMOS 2016).

@inproceedings{56b397b760fd4122b2c48cecf7b00aa1,

title = "Deduplication in resistive content addressable memory based solid state drive",

abstract = "An in-storage deduplication based on a resistive content addressable memory (ReCAM) is proposed. The ReCAM native compare operation is used to find duplicate data blocks in a fixed number of cycles. The performance of ReCAM based in-storage deduplication is compared to Solid State Drive (SSD) based in-line deduplication performed in CPU and DRAM, showing an average 100× higher throughput at roughly the same energy consumption.",

keywords = "Deduplication, In-Memory Computing, Memristor, Resistive CAM, Resistive RAM, SSD",

author = "R. Kaplan and L. Yavits and A. Morad and R. Ginosar",

note = "Publisher Copyright: {\textcopyright} 2016 IEEE.; 26th International Workshop on Power and Timing Modeling, Optimization and Simulation, PATMOS 2016 ; Conference date: 21-09-2016 Through 23-09-2016",

year = "2017",

month = jan,

day = "25",

doi = "10.1109/patmos.2016.7833432",

language = "אנגלית",

series = "Proceedings - 2016 26th International Workshop on Power and Timing Modeling, Optimization and Simulation, PATMOS 2016",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "100--106",

booktitle = "Proceedings - 2016 26th International Workshop on Power and Timing Modeling, Optimization and Simulation, PATMOS 2016",

address = "ארצות הברית",

}

Kaplan, R, Yavits, L, Morad, A & Ginosar, R 2017, Deduplication in resistive content addressable memory based solid state drive. in Proceedings - 2016 26th International Workshop on Power and Timing Modeling, Optimization and Simulation, PATMOS 2016., 7833432, Proceedings - 2016 26th International Workshop on Power and Timing Modeling, Optimization and Simulation, PATMOS 2016, Institute of Electrical and Electronics Engineers Inc., pp. 100-106, 26th International Workshop on Power and Timing Modeling, Optimization and Simulation, PATMOS 2016, Bremen, Germany, 21/09/16. https://doi.org/10.1109/patmos.2016.7833432

Deduplication in resistive content addressable memory based solid state drive. / Kaplan, R.; Yavits, L.; Morad, A. et al.
Proceedings - 2016 26th International Workshop on Power and Timing Modeling, Optimization and Simulation, PATMOS 2016. Institute of Electrical and Electronics Engineers Inc., 2017. p. 100-106 7833432 (Proceedings - 2016 26th International Workshop on Power and Timing Modeling, Optimization and Simulation, PATMOS 2016).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Deduplication in resistive content addressable memory based solid state drive

AU - Kaplan, R.

AU - Yavits, L.

AU - Morad, A.

AU - Ginosar, R.

PY - 2017/1/25

Y1 - 2017/1/25

N2 - An in-storage deduplication based on a resistive content addressable memory (ReCAM) is proposed. The ReCAM native compare operation is used to find duplicate data blocks in a fixed number of cycles. The performance of ReCAM based in-storage deduplication is compared to Solid State Drive (SSD) based in-line deduplication performed in CPU and DRAM, showing an average 100× higher throughput at roughly the same energy consumption.

AB - An in-storage deduplication based on a resistive content addressable memory (ReCAM) is proposed. The ReCAM native compare operation is used to find duplicate data blocks in a fixed number of cycles. The performance of ReCAM based in-storage deduplication is compared to Solid State Drive (SSD) based in-line deduplication performed in CPU and DRAM, showing an average 100× higher throughput at roughly the same energy consumption.

KW - Deduplication

KW - In-Memory Computing

KW - Memristor

KW - Resistive CAM

KW - Resistive RAM

KW - SSD

UR - http://www.scopus.com/inward/record.url?scp=85014106008&partnerID=8YFLogxK

U2 - 10.1109/patmos.2016.7833432

DO - 10.1109/patmos.2016.7833432

M3 - ???researchoutput.researchoutputtypes.contributiontobookanthology.conference???

AN - SCOPUS:85014106008

T3 - Proceedings - 2016 26th International Workshop on Power and Timing Modeling, Optimization and Simulation, PATMOS 2016

SP - 100

EP - 106

BT - Proceedings - 2016 26th International Workshop on Power and Timing Modeling, Optimization and Simulation, PATMOS 2016

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 26th International Workshop on Power and Timing Modeling, Optimization and Simulation, PATMOS 2016

Y2 - 21 September 2016 through 23 September 2016

ER -

Kaplan R, Yavits L, Morad A, Ginosar R. Deduplication in resistive content addressable memory based solid state drive. In Proceedings - 2016 26th International Workshop on Power and Timing Modeling, Optimization and Simulation, PATMOS 2016. Institute of Electrical and Electronics Engineers Inc. 2017. p. 100-106. 7833432. (Proceedings - 2016 26th International Workshop on Power and Timing Modeling, Optimization and Simulation, PATMOS 2016). doi: 10.1109/patmos.2016.7833432

Deduplication in resistive content addressable memory based solid state drive

Abstract

Publication series

Conference

Bibliographical note

Keywords

UN SDGs

Access to Document

Other files and links

Fingerprint

Cite this