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@article{ART002495802},
author={JONGMIN LEE},
title={Bandwidth-aware Memory Placement on Hybrid Memories targeting High Performance Computing Systems},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2019},
volume={24},
number={8},
pages={1-8},
doi={10.9708/jksci.2019.24.08.001}

TY - JOUR
AU - JONGMIN LEE
TI - Bandwidth-aware Memory Placement on Hybrid Memories targeting High Performance Computing Systems
JO - Journal of The Korea Society of Computer and Information
PY - 2019
VL - 24
IS - 8
PB - The Korean Society Of Computer And Information
SP - 1
EP - 8
SN - 1598-849X
AB - Modern computers provide tremendous computing capability and a large memory system. Hybrid memories consist of next generation memory devices and are adopted in high performance systems. However, the increased complexity of the microprocessor makes it difficult to operate the system effectively. In this paper, we propose a simple data migration method called Bandwidth-aware Data Migration (BDM) to efficiently use memory systems for high performance processors with hybrid memory. BDM monitors the status of applications running on the system using hardware performance monitoring tools and migrates the appropriate pages of selected applications to High Bandwidth Memory (HBM). BDM selects applications whose bandwidth usages are high and also evenly distributed among the threads. Experimental results show that BDM improves execution time by an average of 20% over baseline execution.
KW - Performance;Data Migration;Bandwidth-aware
DO - 10.9708/jksci.2019.24.08.001
ER -

JONGMIN LEE. (2019). Bandwidth-aware Memory Placement on Hybrid Memories targeting High Performance Computing Systems. Journal of The Korea Society of Computer and Information, 24(8), 1-8.

JONGMIN LEE. 2019, "Bandwidth-aware Memory Placement on Hybrid Memories targeting High Performance Computing Systems", Journal of The Korea Society of Computer and Information, vol.24, no.8 pp.1-8. Available from: doi:10.9708/jksci.2019.24.08.001

JONGMIN LEE "Bandwidth-aware Memory Placement on Hybrid Memories targeting High Performance Computing Systems" Journal of The Korea Society of Computer and Information 24.8 pp.1-8 (2019) : 1.

JONGMIN LEE. Bandwidth-aware Memory Placement on Hybrid Memories targeting High Performance Computing Systems. 2019; 24(8), 1-8. Available from: doi:10.9708/jksci.2019.24.08.001

JONGMIN LEE. "Bandwidth-aware Memory Placement on Hybrid Memories targeting High Performance Computing Systems" Journal of The Korea Society of Computer and Information 24, no.8 (2019) : 1-8.doi: 10.9708/jksci.2019.24.08.001

JONGMIN LEE. Bandwidth-aware Memory Placement on Hybrid Memories targeting High Performance Computing Systems. Journal of The Korea Society of Computer and Information, 24(8), 1-8. doi: 10.9708/jksci.2019.24.08.001

JONGMIN LEE. Bandwidth-aware Memory Placement on Hybrid Memories targeting High Performance Computing Systems. Journal of The Korea Society of Computer and Information. 2019; 24(8) 1-8. doi: 10.9708/jksci.2019.24.08.001

JONGMIN LEE. Bandwidth-aware Memory Placement on Hybrid Memories targeting High Performance Computing Systems. 2019; 24(8), 1-8. Available from: doi:10.9708/jksci.2019.24.08.001

JONGMIN LEE. "Bandwidth-aware Memory Placement on Hybrid Memories targeting High Performance Computing Systems" Journal of The Korea Society of Computer and Information 24, no.8 (2019) : 1-8.doi: 10.9708/jksci.2019.24.08.001