Jik‐Soo Kim

Computer Science · Physical Sciences

14h-index616citations78works0.02yr avg
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Research Topics

Distributed and Parallel Computing Systems(44), Cloud Computing and Resource Management(37), Advanced Data Storage Technologies(15), Scientific Computing and Data Management(14), Parallel Computing and Optimization Techniques(11)

Publications78 total

Research on Automatic Optimization Technology of Container Intra-parallelism for Many-Task Computing in the Cloud
KIISE Transactions on Computing Practices·2024
ATOSE: Audio Tagging with One-Sided Joint Embedding
Applied Sciences·2023· 1 citedOpen Access
Blockchain-Based Pension System Ensuring Security, Provenance and Efficiency
IEICE Transactions on Information and Systems·2023· 1 citedOpen Access
Comprehensive techniques for multi-tenant deep learning framework on a Hadoop YARN cluster
Cluster Computing·2022· 1 cited
A Study on Leveraging Distributed Messaging Systems for Large-scale Heterogeneous Message Processing Based on a Real Application
KIISE Transactions on Computing Practices·2022
Resource Profiling and Performance Modeling for Distributed Scientific Computing Environments
Applied Sciences·2022Open Access
Quantitative Evaluation of EEG-Biomarkers for Prediction of Sleep Stages
Sensors·2022· 102 citedOpen Access
Optimization Techniques for a Distributed In-Memory Computing Platform by Leveraging SSD
Applied Sciences·2021· 2 citedOpen Access
MeLoN: Distributed Deep Learning meets the Big Data Platform
2021· 1 cited
Employing Vertical Elasticity for Efficient Big Data Processing in Container-Based Cloud Environments
Applied Sciences·2021· 13 citedOpen Access
Exploring the Volatility of Large-Scale Shared Distributed Computing Resources
Lecture notes in networks and systems·2020
Towards an optimized distributed deep learning framework for a heterogeneous multi-GPU cluster
Cluster Computing·2020· 17 cited
Against Insider Threats with Hybrid Anomaly Detection with Local-Feature Autoencoder and Global Statistics (LAGS)
IEICE Transactions on Information and Systems·2020· 6 citedOpen Access
Mal2d: 2d Based Deep Learning Model for Malware Detection Using Black and White Binary Image
IEICE Transactions on Information and Systems·2020· 6 citedOpen Access
LESI Design Study — Korea
2020
A Study on the Application Execution Optimization of Many-Task Computing on Hadoop
KIISE Transactions on Computing Practices·2019
하둡 기반 Many-Task Computing 응용 실행 최적화 기술 연구
2019
Comprehensive techniques of multi-GPU memory optimization for deep learning acceleration
Cluster Computing·2019· 10 cited
Efficient Large-Scale Deep Learning Framework for Heterogeneous Multi-GPU Cluster
2019· 18 cited
A Study on the Negative Effects of Railroad Outsorcing on Public and Occupational Health and Safety in Japan
Korean Journal of Labor Studies·2019
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Frequent Co-authors

Soonwook Hwang(22), Alan Sussman(11), Jaehwan Lee(9), Peter J. Keleher(8), Bobby Bhattacharjee(7), Beomseok Nam(7), Michael Marsh(6), Chongam Kim(6), Cao Ngoc Nguyen(6), Seungwoo Rho(6), Eunji Hwang(5), Young-ri Choi(5), Seoyoung C. Kim(5), Md Azam Hossain(4), Hyunseung Jei(4), Hongchan Roh(4), Sangwan Kim(4), Dukyun Nam(4), Tae-kyung Yoo(3), Minkyoung Cho(3)