Jik-Soo Kim

ORCID

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 25

Top Venues

Clust. Comput.

FAS*W@SASO/ICCAC

ICCAC

IEICE Trans. Inf. Syst.

University of Maryland, College Park, MD, USA (PHD)

Education History

University of Maryland, College Park, MD, USA

PHD

Publications

Seoungbeom Heo, Dae-Cheol Kang, Hyeounji Jang, Hyeock-Jin Lee, Minkyoung Cho, Jik-Soo Kim
Comprehensive techniques for multi-tenant deep learning framework on a Hadoop YARN cluster. Clust. Comput. 26 (5) (2023)
Minhaz Kamal, Chowdhury Mohammad Abdullah, Fairuz Shaiara, Abu Raihan Mostofa Kamal, Md Mehedi Hasan, Jik-Soo Kim, Md Azam Hossain
Blockchain-Based Pension System Ensuring Security, Provenance and Efficiency. IEICE Trans. Inf. Syst. 106 (5) (2023)
Iqram Hussain, Md Azam Hossain, Rafsan Jany, Md. Azam Hossain, Musfik Uddin, Abu Raihan Mostafa Kamal, Yunseo Ku, Jik-Soo Kim
Quantitative Evaluation of EEG-Biomarkers for Prediction of Sleep Stages. Sensors 22 (8) (2022)
Eunji Hwang, Jik-Soo Kim, Young-ri Choi
Achieving Fairness-Aware Two-Level Scheduling for Heterogeneous Distributed Systems. IEEE Trans. Serv. Comput. 14 (3) (2021)
Dae-Cheol Kang, Seoungbeom Heo, Hyeounji Jang, Hyeock-Jin Lee, Minkyoung Cho, Jik-Soo Kim
MeLoN: Distributed Deep Learning meets the Big Data Platform. ACSOS-C (2021)
Youngrang Kim, Jaehwan Lee, Jik-Soo Kim, Hyunseung Jei, Hongchan Roh
Comprehensive techniques of multi-GPU memory optimization for deep learning acceleration. Clust. Comput. 23 (3) (2020)
Youngrang Kim, Hyeonseong Choi, Jaehwan Lee, Jik-Soo Kim, Hyunseung Jei, Hongchan Roh
Towards an optimized distributed deep learning framework for a heterogeneous multi-GPU cluster. Clust. Comput. 23 (3) (2020)
Minhae Jang, Yeonseung Ryu, Jik-Soo Kim, Minkyoung Cho
Against Insider Threats with Hybrid Anomaly Detection with Local-Feature Autoencoder and Global Statistics (LAGS). IEICE Trans. Inf. Syst. (4) (2020)
Minkyoung Cho, Jik-Soo Kim, Jongho Shin, Incheol Shin
Mal2d: 2d Based Deep Learning Model for Malware Detection Using Black and White Binary Image. IEICE Trans. Inf. Syst. (4) (2020)
Cao Ngoc Nguyen, Jaehwan Lee, Soonwook Hwang, Jik-Soo Kim
On the role of message broker middleware for many-task computing on a big-data platform. Clust. Comput. 22 (Suppl 1) (2019)
Youngrang Kim, Hyeonseong Choi, Jaehwan Lee, Jik-Soo Kim, Hyunseung Jei, Hongchan Roh
Efficient Large-Scale Deep Learning Framework for Heterogeneous Multi-GPU Cluster. FAS*W@SASO/ICAC (2019)
Geunchul Park, Seungwoo Rho, Jik-Soo Kim, Dukyun Nam
Towards optimal scheduling policy for heterogeneous memory architecture in many-core system. Clust. Comput. 22 (1) (2019)
Youngrang Kim, Jaehwan Lee, Jik-Soo Kim, Hyunseung Jei, Hongchan Roh
Efficient Multi-GPU Memory Management for Deep Learning Acceleration. FAS*W@SASO/ICAC (2018)
Donghun Koo, Jik-Soo Kim, Soonwook Hwang, Hyeonsang Eom, Jaehwan Lee
Adaptive hybrid storage systems leveraging SSDs and HDDs in HPC cloud environments. Clust. Comput. 20 (3) (2017)
Cao Ngoc Nguyen, Soonwook Hwang, Jik-Soo Kim
Making a case for the on-demand multiple distributed message queue system in a Hadoop cluster. Clust. Comput. 20 (3) (2017)
Seungwoo Rho, Geunchul Park, Jik-Soo Kim, Seoyoung Kim, Dukyun Nam
A Study on Optimal Scheduling Using High-Bandwidth Memory of Knights Landing Processor. FAS*W@SASO/ICCAC (2017)
Cao Ngoc Nguyen, Jik-Soo Kim, Jaehwan Lee, Soonwook Hwang
A Case Study of Leveraging High-Throughput Distributed Message Queue System for Many-Task Computing on Hadoop. FAS*W@SASO/ICCAC (2017)
Jik-Soo Kim, Bui The Quang, Seungwoo Rho, Seoyoung Kim, Sangwan Kim, Vincent Breton, Soonwook Hwang
Towards effective scheduling policies for many-task applications: Practice and experience based on HTCaaS. Concurr. Comput. Pract. Exp. 29 (21) (2017)
Vicente A. B. Sanchez, Wonbae Kim, Youngmoon Eom, Kibeom Jin, Moohyeon Nam, Deukyeon Hwang, Jik-Soo Kim, Beomseok Nam
EclipseMR: Distributed and Parallel Task Processing with Consistent Hashing. CLUSTER (2017)
Eunji Hwang, Suntae Kim, Tae-kyung Yoo, Jik-Soo Kim, Soonwook Hwang, Young-ri Choi
Resource Allocation Policies for Loosely Coupled Applications in Heterogeneous Computing Systems. IEEE Trans. Parallel Distributed Syst. 27 (8) (2016)
Md. Azam Hossain, Cao Ngoc Nguyen, Jik-Soo Kim, Soonwook Hwang
Exploiting resource profiling mechanism for large-scale scientific computing on grids. Clust. Comput. 19 (3) (2016)
Jik-Soo Kim, Cao Ngoc Nguyen, Soonwook Hwang
MOHA: Many-task computing meets the big data platform. eScience (2016)
Donghun Koo, Jik-Soo Kim, Soonwook Hwang, Hyeonsang Eom, Jaehwan Lee
Utilizing Progressive File Layout Leveraging SSDs in HPC Cloud Environments. FAS*W@SASO/ICCAC (2016)
Eunji Hwang, Seontae Kim, Jik-Soo Kim, Soonwook Hwang, Young-ri Choi
On the role of application and resource characterizations in heterogeneous distributed computing systems. Clust. Comput. 19 (4) (2016)
Cao Ngoc Nguyen, Jik-Soo Kim, Soonwook Hwang
KOHA: Building a Kafka-Based Distributed Queue System on the Fly in a Hadoop Cluster. FAS*W@SASO/ICCAC (2016)
Yosang Jeong, Myungho Lee, Dukyun Nam, Jik-Soo Kim, Soonwook Hwang
High performance parallelization of Boyer-Moore algorithm on many-core accelerators. Clust. Comput. 18 (3) (2015)
Eunji Hwang, Seontae Kim, Tae-kyung Yoo, Jik-Soo Kim, Soonwook Hwang, Young-ri Choi
Performance Analysis of Loosely Coupled Applications in Heterogeneous Distributed Computing Systems. ICCAC (2015)
Bui The Quang, Jik-Soo Kim, Seungwoo Rho, Seoyoung Kim, Sangwan Kim, Soonwook Hwang, Emmanuel Medernach, Vincent Breton
A Comparative Analysis of Scheduling Mechanisms for Virtual Screening Workflow in a Shared Resource Environment. CCGRID (2015)
Seontae Kim, Eunji Hwang, Tae-kyung Yoo, Jik-Soo Kim, Soonwook Hwang, Young-ri Choi
Platform and Co-Runner Affinities for Many-Task Applications in Distributed Computing Platforms. CCGRID (2015)
Md. Azam Hossain, Hieu Trong Vu, Jik-Soo Kim, Myungho Lee, Soonwook Hwang
SCOUT: A Monitor and Profiler of Grid Resources for Large-Scale Scientific Computing. ICCAC (2015)
Seoyoung Kim, Jik-Soo Kim, Soonwook Hwang, Yoonhee Kim
Towards effective science cloud provisioning for a large-scale high-throughput computing. Clust. Comput. 17 (4) (2014)
Yosang Jeong, Myungho Lee, Dukyun Nam, Jik-Soo Kim, Soonwook Hwang
High Performance Parallelization of Boyer-Moore Algorithm on Many-Core Accelerators. ICCAC (2014)
Jik-Soo Kim, Beomseok Nam, Alan Sussman
Scalable and effective peer-to-peer desktop grid system. Clust. Comput. 17 (4) (2014)
Jik-Soo Kim, Beomseok Nam, Alan Sussman
Autonomic load balancing mechanisms in the P2P desktop grid. CAC (2013)
Seoyoung Kim, Jik-Soo Kim, Soonwook Hwang, Yoonhee Kim
An allocation and provisioning model of science cloud for high throughput computing applications. CAC (2013)
Seungwoo Rho, Seoyoung Kim, Sangwan Kim, Seokkyoo Kim, Jik-Soo Kim, Soonwook Hwang
Poster: HTCaaS: A Large-Scale High-Throughput Computing by Leveraging Grids, Supercomputers and Cloud. SC Companion (2012)
Seungwoo Rho, Seoyoung Kim, Sangwan Kim, Seokkyoo Kim, Jik-Soo Kim, Soonwook Hwang
Abstract: HTCaaS: A Large-Scale High-Throughput Computing by Leveraging Grids, Supercomputers and Cloud. SC Companion (2012)
Michael A. Marsh, Jik-Soo Kim, Beomseok Nam, Jaehwan Lee, San Ratanasanya, Bobby Bhattacharjee, Peter J. Keleher, Derek Richardson, Dennis Wellnitz
Matchmaking and implementation issues for a P2P desktop grid. IPDPS (2008)
Jik-Soo Kim, Beomseok Nam, Peter J. Keleher, Michael A. Marsh, Bobby Bhattacharjee, Alan Sussman
Trade-offs in matching jobs and balancing load for distributed desktop grids. Future Gener. Comput. Syst. 24 (5) (2008)
Jik-Soo Kim, Beomseok Nam, Michael A. Marsh, Peter J. Keleher, Bobby Bhattacharjee, Alan Sussman
Integrating categorical resource types into a P2P desktop grid system. GRID (2008)
Jik-Soo Kim, Beomseok Nam, Michael A. Marsh, Peter J. Keleher, Bobby Bhattacharjee, Derek Richardson, Dennis Wellnitz, Alan Sussman
Creating a Robust Desktop Grid using Peer-to-Peer Services. IPDPS (2007)
Jik-Soo Kim, Henrique Andrade, Alan Sussman
Principles for designing data-/compute-intensive distributed applications and middleware systems for heterogeneous environments. J. Parallel Distributed Comput. 67 (7) (2007)
Jik-Soo Kim, Peter J. Keleher, Michael A. Marsh, Bobby Bhattacharjee, Alan Sussman
Using content-addressable networks for load balancing in desktop grids. HPDC (2007)
Jik-Soo Kim
ACM student research competition reception - Employing peer-to-peer services for robust grid computing. SC (2006)
Jik-Soo Kim, Beomseok Nam, Peter J. Keleher, Michael A. Marsh, Bobby Bhattacharjee, Alan Sussman
Resource Discovery Techniques in Distributed Desktop Grid Environments. GRID (2006)
Jik-Soo Kim
ACM student research competition finalists - Employing peer-to-peer services for robust grid computing. SC (2006)
Jik-Soo Kim, Henrique Andrade, Alan Sussman
Comparing the Performance of High-Level Middleware Systems in Shared and Distributed Memory Parallel Environments. IPDPS (2005)

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Publication Activity (10 Years)

Top Topics

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Jik-Soo Kim