Publication
Journal
[23] Intelligent time-series forecasting framework for non-linear dynamic workload and resource prediction in cloud
Farman Ullah, Muhammad Bilal, Su-Kyung Yoon
Computer Networks, Elsevier, April. 2023
[22] Dynamic recognition prefetch engine for DRAM-PCM hybrid main memory
Mengzhao Zhang, Jeong-Geun Kim, Su-Kyung Yoon, Shin-Dug Kim
The Journal of Supercomputing, Springer, Fab. 2022
[21] History table-based linear analysis method for DRAM-PCM hybrid memory system
Jeong-Geun Kim, Yoon-Su Jo, Su-Kyung Yoon ,Shin-Dug Kim
The Journal of Supercomputing, Springer, Nov. 2021
[20] Functionality-Based Processing-In-Memory Accelerator for Deep Convolutional Neural Networks
Min-Jae Kim, Jeong-Geun Kim, Su-Kyung Yoon, Shin-Dug Kim
IEEE Access, IEEE, Oct. 2021
[19] Q-Selector-Based Prefetching Method for DRAM/NVM Hybrid Main Memory System
Jeong-Geun Kim, Shin-Dug Kim, Su-Kyung Yoon
Electronics, MDPI, Dec. 2020
[18] Access pattern-based high-performance main memory system for graph processing on single machines
Ji-Tae Yun, Su-Kyung Yoon (co-first Authors), Jeong-Geun Kim, and Shin-Dug Kim,
Future Generation Computer Systems, Elsevier, July 2020 (IF=6.125)
[17] Pattern Analysis based Data Management Method and Memory-disk Integrated System for High Performance Computing
Su-Kyung Yoon and Shin-Dug Kim
Future Generation Computer Systems, Elsevier, May 2020 (IF=6.125)
[16] Algorithm-switching-based Last-level Cache Structure with Hybrid Main Memory Architecture
Xian-Shu Li, Su-Kyung Yoon, Jeong-Geun Kim, Bernd Burgstaller, and Shin-Dug Kim
Computer Journal, Oxford University Press, Jan 2020
[15] Effective Data Prediction Method for In-memory Database Applications
Ji-Tae Yun, Su-Kyung Yoon, Jeong-Geun Kim, and Shin-Dug Kim
Journal of Supercomputing, Springer, Jan 2020
[14] Self-learnable Cluster-based Prefetching Method for DRAM-Flash Hybrid Main Memory Architecture
Su-Kyung Yoon, Young-Sun Youn, Bernd Burgstaller, and Shin-Dug Kim
ACM Journal on Emerging Technologies in Computing Systems (JETC), ACM, Jan 2019
[13] A Self-learning Pattern Adaptive Prefetching Method for Big Data Applications
Xian-Shu Li, Su-Kyung Yoon, Jeong-Geun Kim, and Shin-Dug Kim
Sustainable Computing, Elsevier, Dec 2018
[12] Adaptive Correlated Prefetch with Large-scale Hybrid Memory System for Stream Processing
Sung Min Lee, Su-Kyung Yoon, Jeong-Geun Kim, and Shin-Dug Kim
Journal of Supercomputing, Springer, Oct 2018
[11] Design of DRAM-NAND Flash Hybrid Main Memory and Q-learning Prefetcning Method
Su-Kyung Yoon, Young-Sun Youn, Jeong-Geun Kim, and Shin-Dug Kim
Journal of Supercomputing, Springer, Sep 2018
[10] Regression Prefetcher with Preprocessing for DRAM-PCM Hybrid Main Memory
Ji-Tae Yun, Su-Kyung Yoon, Jeong-Geun Kim, Bernd Burgstaller, and Shin-Dug Kim
IEEE Computer Architecture Letters, IEEE, May 2018
[9] Self-Adaptive Filtering Algorithm with PCM-based Memory Storage System
Su-Kyung Yoon, Jitae Yun, Jeong-Geun Kim, and Shin-Dug Kim
ACM Transactions on Embedded Computing Systems (TECS), ACM, May 2018
[8] Harmonized Memory System for Object-based Cloud Storage
Su-Kyung Yoon, Young-Sun Youn, Min-Ho Son, and Shin-Dug Kim
Cluster Computing, Springer, May 2017
[7] Mobile Unified Memory-Storage Structure based on Hybrid Non-volatile Memories
Su-Kyung Yoon, Young-Sun Youn, Kihyun Park, and Shin-Dug Kim
ACM Journal on Emerging Technologies in Computing Systems (JETC), ACM, May 2017
[6] Cloud Computing Burst System (CCBS): for Exa-scale Computing System
Young-Sun Youn , Su-Kyung Yoon, and Shin-Dug Kim
Journal of Supercomputing, Springer, Mar 2017
[5] Optimized Memory-Disk Integrated System with DRAM and Nonvolatile Memory\
Su-Kyung Yoon, Young-Sun Youn, Sang-Jae Nam, Min-Ho Son, and Shin-Dug Kim
IEEE Transactions on Multi-Scale Computing Systems, IEEE, Jul 2016
[4] A Unified Buffering Management with Set Divisible Cache for PCM Main Memory
Mei-Ying Bian, Su-Kyung Yoon, Jeong-Geun Kim, Sangjae Nam, and Shin-Dug Kim
Journal of Computer Science and Technology, Springer, Jan 2016
[3] Data Classification Management with its Interfacing Structure for Hybrid SLC/MLC PRAM Main Memory
Sung-In Jang, Su-Kyung Yoon, Kihyun Park, Gi-Ho Park, and Shin-Dug Kim
Computer Journal, Oxford University Press, Nov 2015
[2] A New Memory-Disk Integrated System with HW Optimizer
Do-Heon Lee, Su-Kyung Yoon, Jung-Geun Kim, Charles C. Weems, and Shin-Dug Kim
ACM Transactions on Architecture and Code Optimization (TACO), ACM, Mar 2015
[1] An Integrated Memory-disk System with Buffering Adapter and Non-volatile Memory
Su-Kyung Yoon, Mei-Ying Bian, and Shin-Dug Kim
Design Automation for Embedded Systems, Springer, Sep 2013.