A Supervised-Learning-Based Garbage Collection in Solid-State Drives (SSDs)

IT Professional ◽

10.1109/mitp.2021.3106173 ◽

2021 ◽

Vol 23 (6) ◽

pp. 39-45

Author(s):

Chin-Hsien Wu ◽

I-Hung Li ◽

Jian-Jia Chen

Keyword(s):

Solid State ◽

Supervised Learning ◽

Garbage Collection ◽

Solid State Drives

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Preemptible I/O Scheduling of Garbage Collection for Solid State Drives

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems ◽

10.1109/tcad.2012.2227479 ◽

2013 ◽

Vol 32 (2) ◽

pp. 247-260 ◽

Author(s):

Junghee Lee ◽

Youngjae Kim ◽

Galen M. Shipman ◽

Sarp Oral ◽

Jongman Kim

Keyword(s):

Solid State ◽

Garbage Collection ◽

Solid State Drives

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GC-ARM: Garbage Collection-Aware RAM Management for Flash Based Solid State Drives

2012 IEEE Seventh International Conference on Networking, Architecture, and Storage ◽

10.1109/nas.2012.22 ◽

2012 ◽

Author(s):

Jian Hu ◽

Hong Jiang ◽

Lei Tian ◽

Lei Xu

Keyword(s):

Solid State ◽

Garbage Collection ◽

Solid State Drives

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A mean field model for a class of garbage collection algorithms in flash-based solid state drives

Queueing Systems ◽

10.1007/s11134-014-9403-0 ◽

2014 ◽

Vol 77 (2) ◽

pp. 149-176

Author(s):

Benny Van Houdt

Keyword(s):

Solid State ◽

Garbage Collection ◽

Field Model ◽

Solid State Drives ◽

Mean Field Model

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A Cache Management Scheme for Hiding Garbage Collection Latency in Flash-Based Solid State Drives

2015 IEEE International Conference on Cluster Computing ◽

10.1109/cluster.2015.75 ◽

2015 ◽

Author(s):

Wei Xie ◽

Yong Chen

Keyword(s):

Solid State ◽

Garbage Collection ◽

Cache Management ◽

Solid State Drives ◽

Management Scheme

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A Garbage Collection Aware Stripping method for Solid-State Drives

The 20th Asia and South Pacific Design Automation Conference ◽

10.1109/aspdac.2015.7059027 ◽

2015 ◽

Author(s):

Min Huang ◽

Yi Wang ◽

Zhaoqing Liu ◽

Liyan Qiao ◽

Zili Shao

Keyword(s):

Solid State ◽

Garbage Collection ◽

Solid State Drives ◽

Stripping Method

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Clustering data according to update frequency to reduce garbage-collection overhead in solid-state drives

IEICE Electronics Express ◽

10.1587/elex.12.20150984 ◽

2016 ◽

Vol 13 (1) ◽

pp. 20150984-20150984 ◽

Author(s):

Jaehyun Kim ◽

Ilhoon Shin

Keyword(s):

Solid State ◽

Garbage Collection ◽

Solid State Drives ◽

Clustering Data ◽

Update Frequency

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TRIM, Wear Levelling and Garbage Collection on Solid State Drives: A Prediction Model for Forensic Investigators

2019 18th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/13th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE) ◽

10.1109/trustcom/bigdatase.2019.00063 ◽

2019 ◽

Author(s):

Alastair Nisbet ◽

Rijo Jacob

Keyword(s):

Solid State ◽

Prediction Model ◽

Garbage Collection ◽

Solid State Drives

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CachedGC: Cache-Assisted Garbage Collection in Modern Solid State Drives

2018 IEEE 26th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS) ◽

10.1109/mascots.2018.00015 ◽

2018 ◽

Author(s):

Narges Shahidi ◽

Mahmut T. Kandemir

Keyword(s):

Solid State ◽

Garbage Collection ◽

Solid State Drives

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A mean field model for a class of garbage collection algorithms in flash-based solid state drives

Proceedings of the ACM SIGMETRICS/international conference on Measurement and modeling of computer systems - SIGMETRICS '13 ◽

10.1145/2465529.2465543 ◽

2013 ◽

Author(s):

Benny Van Houdt

Keyword(s):

Solid State ◽

Garbage Collection ◽

Field Model ◽

Solid State Drives ◽

Mean Field Model

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A mean field model for a class of garbage collection algorithms in flash-based solid state drives

ACM SIGMETRICS Performance Evaluation Review ◽

10.1145/2494232.2465543 ◽

2013 ◽

Vol 41 (1) ◽

pp. 191-202 ◽

Author(s):

Benny Van Houdt

Keyword(s):

Solid State ◽

Garbage Collection ◽

Field Model ◽

Solid State Drives ◽

Mean Field Model

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