Chan-Hyun Youn

Orcid: 0000-0002-3970-7308

According to our database1, Chan-Hyun Youn authored at least 152 papers between 2000 and 2024.

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Bibliography

2024
EPU: An Energy-Efficient Explainable AI Accelerator With Sparsity-Free Computation and Heat Map Compression/Pruning.
IEEE J. Solid State Circuits, March, 2024

Privacy Aware Feature Level Domain Adaptation for Training Deep Vision Models With Private Medical Stethoscope Dataset.
IEEE Access, 2024

Tilt and Average : Geometric Adjustment of the Last Layer for Recalibration.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Rethinking Data Bias: Dataset Copyright Protection via Embedding Class-Wise Hidden Bias.
Proceedings of the Computer Vision - ECCV 2024, 2024

Rethinking Peculiar Images by Diffusion Models: Revealing Local Minima's Role.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Temporal Data Pooling With Meta-Initialization for Individual Short-Term Load Forecasting.
IEEE Trans. Smart Grid, July, 2023

FREEDOM: Target Label & Source Data & Domain Information-Free Multi-Source Domain Adaptation for Unsupervised Personalization.
CoRR, 2023

A Channel Pruning Optimization With Layer-Wise Sensitivity in a Single-Shot Manner Under Computational Constraints.
IEEE Access, 2023

Recursive Visual Explanations Mediation Scheme Based on DropAttention Model With Multiple Episodes Pool.
IEEE Access, 2023

DELCAS: Deep Reinforcement Learning Based GPU CaaS Packet Scheduling for Stabilizing QoE in 5G Multi-Access Edge Computing.
Proceedings of the Current Trends in Web Engineering, 2023

SLO-Aware DL Job Scheduling for Efficient FPGA-GPU Edge Cloud Computing.
Proceedings of the Current Trends in Web Engineering, 2023

Deep Learning with Historical Features and Timewise Similarity for Multiple Objects Tracking.
Proceedings of the 14th International Conference on Information and Communication Technology Convergence, 2023

A 26.55TOPS/W Explainable AI Processor with Dynamic Workload Allocation and Heat Map Compression/Pruning.
Proceedings of the IEEE Custom Integrated Circuits Conference, 2023

2022
Cooperative Scheduling Schemes for Explainable DNN Acceleration in Satellite Image Analysis and Retraining.
IEEE Trans. Parallel Distributed Syst., 2022

Cooperative Distributed GPU Power Capping for Deep Learning Clusters.
IEEE Trans. Ind. Electron., 2022

Federated Onboard-Ground Station Computing With Weakly Supervised Cascading Pyramid Attention Network for Satellite Image Analysis.
IEEE Access, 2022

FleX: A Flex Interconnected HPC System With Stochastic Load Balancing Scheme.
IEEE Access, 2022

Collection-CAM: A Faster Region-Based Saliency Method Using Collection-Wise Mask Over Pyramidal Features.
IEEE Access, 2022

Reinforcement Learning based Adaptive Resource Allocation Scheme for Multi-User Augmented Reality Service.
Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

A Cluster Chip Selection Method for Object Detection in Aerial Images.
Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

Controlling Dependency: Selectively Resetting Channels for Pre-trained CNN Backbone Network on Hand Pose Estimation.
Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

Supervised vs. Self-supervised Pre-trained models for Hand Pose Estimation.
Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

2021
An Alternating Training Method of Attention-Based Adapters for Visual Explanation of Multi-Domain Satellite Images.
IEEE Access, 2021

Accelerating Distributed SGD With Group Hybrid Parallelism.
IEEE Access, 2021

Individual Load Forecasting for Multi-Customers with Distribution-aware Temporal Pooling.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

A Compact Neural Architecture Search for Accelerating Image Classification Models.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

Dynamic Graph Neural Network for Super-Pixel Image Classification.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

Neural Architecture Search for Computation Offloading of DNNs from Mobile Devices to the Edge Server.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

Graph Neural Network based Scene Change Detection Using Scene Graph Embedding with Hybrid Classification Loss.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

Pattern-Wise Embedding System for Scalable Time-series Database.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2021

2020
BOA: batch orchestration algorithm for straggler mitigation of distributed DL training in heterogeneous GPU cluster.
J. Supercomput., 2020

City-Scale Visual Place Recognition with Deep Local Features Based on Multi-Scale Ordered VLAD Pooling.
CoRR, 2020

Cooperating Edge Cloud-Based Hybrid Online Learning for Accelerated Energy Data Stream Processing in Load Forecasting.
IEEE Access, 2020

Lightweight Online Profiling-Based Configuration Adaptation for Video Analytics System in Edge Computing.
IEEE Access, 2020

An Accelerated Edge Cloud System for Energy Data Stream Processing Based on Adaptive Incremental Deep Learning Scheme.
IEEE Access, 2020

REINDEAR : REINforcement learning agent for Dynamic system control in Edge-Assisted Augmented Reality service.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

StreamDL: Deep Learning Serving Platform for AMI Stream Forecasting.
Proceedings of the 20th International Conference on Data Mining Workshops, 2020

An Accelerated Continual Learning with Demand Prediction based Scheduling in Edge-Cloud Computing.
Proceedings of the 20th International Conference on Data Mining Workshops, 2020

2019
Criteria and Approaches for Virtualization on Modern FPGAs.
CoRR, 2019

Short-Term Time-Varying Request Model Based Chunk Caching Scheme for Live Streaming in Mobile Edge-Cloud Environment.
IEEE Access, 2019

Deep Learning-Based Sustainable Data Center Energy Cost Minimization With Temporal MACRO/MICRO Scale Management.
IEEE Access, 2019

Real-Time Control for Power Cost Efficient Deep Learning Processing With Renewable Generation.
IEEE Access, 2019

Imbalanced-Free Memory Selection Scheme Based Continual Learning by Using K-means Clustering.
Proceedings of the 2019 International Conference on Information and Communication Technology Convergence, 2019

Performance Analysis of Adaptive Resource Allocation Scheme for OpenCL-based FPGA Virtualization System.
Proceedings of the 2019 International Conference on Information and Communication Technology Convergence, 2019

An Accelerated Edge Computing with a Container and Its Orchestration.
Proceedings of the 2019 International Conference on Information and Communication Technology Convergence, 2019

Simulated Annealing for Timeliness and Energy aware Deep Learning Job Assignment.
Proceedings of the 2019 International Conference on Information and Communication Technology Convergence, 2019

Performance Evaluation of Apache Storm With Writing Scripts.
Proceedings of the 21st International Conference on Advanced Communication Technology, 2019

2018
An Optimal Pricing Scheme for the Energy-Efficient Mobile Edge Computation Offloading With OFDMA.
IEEE Commun. Lett., 2018

Dynamic allocation of power delivery paths in consolidated data centers based on adaptive UPS switching.
Comput. Networks, 2018

5G-Smart Diabetes: Toward Personalized Diabetes Diagnosis with Healthcare Big Data Clouds.
IEEE Commun. Mag., 2018

IDLE: Integrated Deep Learning Engine with Adaptive Task Scheduling on Heterogeneous GPUs.
Proceedings of the TENCON 2018, 2018

Energy-Efficient Task Partitioning for CNN-based Object Detection in Heterogeneous Computing Environment.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2018

An OpenCL-based SIFT Accelerator for Image Features Extraction on FPGA in Mobile Edge Computing Environment.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2018

An Adaptive Batch-Orchestration Algorithm for the Heterogeneous GPU Cluster Environment in Distributed Deep Learning System.
Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

2017
Design and Optimization for Energy-Efficient Cooperative MIMO Transmission in Ad Hoc Networks.
IEEE Trans. Veh. Technol., 2017

SUPA: A Single Unified Read-Write Buffer and Pattern-Change-Aware FTL for the High Performance of Multi-Channel SSD.
ACM Trans. Storage, 2017

A Science Gateway Cloud With Cost-Adaptive VM Management for Computational Science and Applications.
IEEE Syst. J., 2017

Energy and QoS aware resource allocation for heterogeneous sustainable cloud datacenters.
Opt. Switch. Netw., 2017

Enhancing Energy Efficiency via Cooperative MIMO in Wireless Sensor Networks: State of the Art and Future Research Directions.
IEEE Commun. Mag., 2017

Wearable 2.0: Enabling Human-Cloud Integration in Next Generation Healthcare Systems.
IEEE Commun. Mag., 2017

Virtual-Pod-Assisted Routing and Resource Assignment in Elastic All-Optical Intra-Datacenter Networks.
IEEE Access, 2017

A Deterministic Feedback Model for Safe Driving based on Nonlinear Principal Analysis Scheme.
Proceedings of the 8th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2017) / The 7th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2017) / Affiliated Workshops, 2017

IsV2C: An Integrated Road Traffic-Network-Cloud Simulator for V2C Connected Car Services.
Proceedings of the 2017 IEEE International Conference on Services Computing, 2017

Cloud Broker and Cloudlet for Workflow Scheduling
Springer, ISBN: 978-981-10-5070-1, 2017

2016
Device-to-device communications with social awareness [Guest Editorial].
IEEE Wirel. Commun., 2016

Adaptive VM Management with Two Phase Power Consumption Cost Models in Cloud Datacenter.
Mob. Networks Appl., 2016

LPC \(_\mathrm{FreqSchd}\) : A local power controller using the frequency scheduling approach for virtualized servers.
Clust. Comput., 2016

Investigation on static routing and resource assignment of elastic all-optical switched intra-datacenter networks.
Sci. China Inf. Sci., 2016

M-plan: Multipath Planning based transmissions for IoT multimedia sensing.
Proceedings of the 2016 International Wireless Communications and Mobile Computing Conference (IWCMC), 2016

2015
Cost Adaptive VM Management for Scientific Workflow Application in Mobile Cloud.
Mob. Networks Appl., 2015

Multihybrid job scheduling for fault-tolerant distributed computing in policy-constrained resource networks.
Comput. Networks, 2015

A MISO model for power consumption in virtualized servers.
Clust. Comput., 2015

A Functional Relationship Based Attestation Scheme for Detecting Compromised Nodes in Large IoT Networks.
Proceedings of the Advances in Computer Science and Ubiquitous Computing, 2015

Hybrid Workflow Management in Cloud Broker System.
Proceedings of the Cloud Computing - 6th International Conference, 2015

A Prospective Cloud-Connected Vehicle Information System for C-ITS Application Services in Connected Vehicle Environment.
Proceedings of the Cloud Computing - 6th International Conference, 2015

An Science Gateway with Cost Adaptive Resource Management Schemes.
Proceedings of the Cloud Computing - 6th International Conference, 2015

Dynamic Virtual Machine Consolidation for Energy Efficient Cloud Data Centers.
Proceedings of the Cloud Computing - 6th International Conference, 2015

A Study of Resource Management for Fault-Tolerant and Energy Efficient Cloud Datacenter.
Proceedings of the Cloud Computing - 6th International Conference, 2015

A VM Vector Management Scheme for QoS Constraint Task Scheduling in Cloud Environment.
Proceedings of the Cloud Computing - 6th International Conference, 2015

A Cost-Effective VM Offloading Scheme in Hybrid Cloud Environment.
Proceedings of the Cloud Computing - 6th International Conference, 2015

An Adaptive VM Reservation Scheme with Prediction and Task Allocation in Cloud.
Proceedings of the Cloud Computing - 6th International Conference, 2015

2014
A Collaborative Computing Framework of Cloud Network and WBSN Applied to Fall Detection and 3-D Motion Reconstruction.
IEEE J. Biomed. Health Informatics, 2014

A Novel Model for Metabolic Syndrome Risk Quantification Based on Areal Similarity Degree.
IEEE Trans. Biomed. Eng., 2014

Cost adaptive workflow scheduling in cloud computing.
Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication, 2014

An energy and QoS aware peer selection scheme.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2014

A Policy-Based Application Service Management in Mobile Cloud Broker.
Proceedings of the Cloud Computing - 5th International Conference, CloudComp 2014, Guilin, 2014

A Phased Workflow Scheduling Scheme with Task Division Policy in Cloud Broker.
Proceedings of the Cloud Computing - 5th International Conference, CloudComp 2014, Guilin, 2014

A VM Reservation-Based Cloud Service Broker and Its Performance Evaluation.
Proceedings of the Cloud Computing - 5th International Conference, CloudComp 2014, Guilin, 2014

2013
Churn-aware optimal layer scheduling scheme for scalable video distribution in super-peer overlay networks.
J. Supercomput., 2013

Theoretical Analyses of Lightpath Blocking Performance in CO-OFDM Optical Networks with/without Spectrum Conversion.
IEEE Commun. Lett., 2013

An integrated approach towards aggressive state-tracking migration for maximizing performance benefit in distributed computing.
Clust. Comput., 2013

Enhancing a strategy of virtualized resource assignment in adaptive resource cloud framework.
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication, 2013

A personalized healthcare system for chronic disease care in home-hospital cloud environments.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2013

A method for identifying temporal progress of chronic disease using chronological clustering.
Proceedings of the IEEE 15th International Conference on e-Health Networking, 2013

2012
An Integrated Healthcare System for Personalized Chronic Disease Care in Home-Hospital Environments.
IEEE Trans. Inf. Technol. Biomed., 2012

Energy Efficiency Analysis of MISO-OFDM Communication Systems Considering Power and Capacity Constraints.
Mob. Networks Appl., 2012

An Adaptive Workflow Scheduling Scheme Based on an Estimated Data Processing Rate for Next Generation Sequencing in Cloud Computing.
J. Inf. Process. Syst., 2012

A Performance Evaluation of the Synchronized Provisioning with an Adaptive Buffer Resilience Scheme over Grid Networks.
IEEE Commun. Lett., 2012

Adaptive management framework for scientific workflow applications.
Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication, 2012

2011
A Cooperative Metabolic Syndrome Estimation With High Precision Sensing Unit.
IEEE Trans. Biomed. Eng., 2011

Close-packing-based sensor node deployment schemes for AOFSN.
Int. J. Commun. Networks Distributed Syst., 2011

Utility adaptive service brokering mechanism for personal cloud service.
Proceedings of the MILCOM 2011, 2011

Cube-Based Intra-Datacenter Networks with LOBS-HC.
Proceedings of IEEE International Conference on Communications, 2011

Grid-Based Interactive Diabetes System.
Proceedings of the 2011 IEEE International Conference on Healthcare Informatics, 2011

2010
Hybrid Workflow Policy Management for Heart Disease Identification
CoRR, 2010

Avidity-model based clonal selection algorithm for network intrusion detection.
Proceedings of the 18th International Workshop on Quality of Service, 2010

A Freshness Based Persistent Assurance Scheme for Secure Scalable Media Distribution.
Proceedings of the Cooperative Design, Visualization, and Engineering, 2010

Grid Workflow-Driven Healthcare Platform for Collaborative Heart Disease Simulator.
Proceedings of the Future Application and Middleware Technology on e-Science, 2010

2009
A new grid resource management mechanism with resource-aware policy administrator for SLA-constrained applications.
Future Gener. Comput. Syst., 2009

Adaptive Workflow-Policy Based Management Scheme for Advanced Heart Disease Identification.
Proceedings of the 10th International Symposium on Pervasive Systems, 2009

Policy-based hybrid workflow management system for advanced heart disease identification.
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009

2008
Policy Adjuster-driven Grid Workflow Management for Collaborative Heart Disease Identification System.
J. Inf. Process. Syst., 2008

SLA-Constrained Policy-Based Scheduling Mechanism in Grid.
IEICE Trans. Commun., 2008

A SLA-Adaptive Workflow Integrated Grid Resource Management System for Collaborative Healthcare Services.
Proceedings of the Third International Conference on Internet and Web Applications and Services, 2008

Web-Based System for Advanced Heart Disease Identification Using Grid Computing Technology.
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

Detection of Long Term Variations of Heart Rate Variability in Normal Sinus Rhythm and Atrial Fibrillation ECG Data.
Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics, 2008

2007
Informant Driven e-Health Service for Identification of Heart Rate Changes from Mental Stress.
IEICE Trans. Inf. Syst., 2007

An Optimized Time-constraint Job Distribution Scheme in Group based P2P Networks.
Proceedings of the 5th ACIS International Conference on Software Engineering Research, 2007

An Energy Efficiency Scheme Using Local SNR for Clustered Wireless Sensor Networks.
Proceedings of the 4th Annual International Conference on Mobile and Ubiquitous Systems (MobiQuitous 2007), 2007

Target tracking by proportion of distance in wireless sensor networks.
Proceedings of the 4th International Conference on Mobile Technology, 2007

An Optimized Time-Constraint Job Scheduling in Group Based P2P Computing Networks.
Proceedings of the 2007 International Conference on Communications in Computing, 2007

A PQRM-based PACS System for Advanced Medical Services under Grid Environment.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

2006
Surrogate Integrated PQRM and Its Replication Scheme in Wireless Grid.
IEICE Trans. Inf. Syst., 2006

Information-Driven Sensor Selection Algorithm for Kalman Filtering in Sensor Networks.
Proceedings of the Ubiquitous Intelligence and Computing, Third International Conference, 2006

SLA-Constrained Resource Scheduling Policy for Group Peering in P2P Grid.
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

Grid Policy Administrator with MDP-Based Resource Management Scheme.
Proceedings of the 2006 International Conference on Grid Computing & Applications, 2006

A Neural Network Model for Detection Systems Based on Data Mining and False Errors.
Proceedings of the Emerging Directions in Embedded and Ubiquitous Computing, 2006

Configuration Management Policy in QoS-Constrained Grid Networks.
Proceedings of the Management of Convergence Networks and Services, 2006

Information-Driven Task Routing for Network Management in Wireless Sensor Networks.
Proceedings of the Management of Convergence Networks and Services, 2006

QoS-constraint Configuration Management Policy in Grid over GMPLS Networks.
Proceedings of the Sixth International Conference on Computer and Information Technology (CIT 2006), 2006

Parallel Computing Performance of a 3D Cardiac Tissue Model.
Proceedings of the Sixth International Conference on Computer and Information Technology (CIT 2006), 2006

Optimal Load Scheduling Mechanism and a Mobile-to-Grid Gateway Model for e-Health Service in Wireless Grid.
Proceedings of the Sixth International Conference on Computer and Information Technology (CIT 2006), 2006

A Secure Mobile Healthcare System based on Surrogate Host.
Proceedings of the Sixth International Conference on Computer and Information Technology (CIT 2006), 2006

2005
Resource Reconfiguration Scheme Based on Temporal Quorum Status Estimation for Grid Management.
IEICE Trans. Commun., 2005

Design of P2P Grid Networking Architecture Using <i>k</i>-Redundancy Scheme Based Group Peer Concept.
Proceedings of the Internet and Network Economics, First International Workshop, 2005

A Gateway Replication Scheme for Improving the Reliability of Mobile-to-Grid Services.
Proceedings of the 2005 IEEE International Conference on e-Business Engineering (ICEBE 2005), 2005

A Probe Detection Model Using the Analysis of the Fuzzy Cognitive Maps.
Proceedings of the Computational Science and Its Applications, 2005

Configuration Management Policy based on DEB Cost Model in OBS Networks.
Proceedings of the Joint International Conference on Autonomic and Autonomous Systems 2005 / International Conference on Networking and Services 2005, 2005

Cost Model Based Configuration Management Policy in OBS Networks.
Proceedings of the High Performance Computing and Communications, 2005

2004
Design and implementation of MPlambdaS network simulator.
Future Gener. Comput. Syst., 2004

QoS Quorum-Constrained Resource Management in Wireless Grid.
Proceedings of the Network and Parallel Computing, IFIP International Conference, 2004

An efficient replication scheme for data grids.
Proceedings of the 12th IEEE International Conference on Networks, 2004

Resource Reconfiguration Scheme Based on Temporal Quorum Status Estimation in Computational Grids.
Proceedings of the Information Networking, 2004

QoS-Constrained Resource Allocation for a Grid-Based Multiple Source Electrocardiogram Application.
Proceedings of the Computational Science and Its Applications, 2004

Tree-Based Replica Location Scheme (TRLS) for Data Grids.
Proceedings of the Grid and Cooperative Computing, 2004

2003
An adaptive virtual topology reconfiguration policy in multi-wavelength optical Internet.
Eur. Trans. Telecommun., 2003

Wide Area Resource Allocation Policy Based on Routing Behaviors for Computational Grids.
Proceedings of the International Conference on Internet Computing, 2003

2002
Design and Implementation of a MPlambdaS Simulator.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2002

Computational Modeling of the Cardiovascular System After Fontan Procedure.
Proceedings of the Medical Data Analysis, Third International Symposium, 2002

Instability Analysis for OBGP Routing Convergence in Optical Internet.
Proceedings of the Information Networking, 2002

2001
Policy management for BGP routing convergence using inter-AS relationship.
J. Commun. Networks, 2001

2000
Scalable Multicast Routing Algorithm for Delay-Variation Constrained Minimum-Cost Tree.
Proceedings of the 2000 IEEE International Conference on Communications: Global Convergence Through Communications, 2000


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