Taehong Kim

Orcid: 0000-0003-4646-9114

According to our database1, Taehong Kim authored at least 99 papers between 2006 and 2026.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2026
Reinforcement learning-based laser cutting machine parameter optimization.
J. Intell. Manuf., May, 2026

FedProC: A benchmarking framework for federated time-series forecasting.
SoftwareX, 2026

FedChyper: Client-side dynamic hyper-parameter tuning for enhanced federated learning.
J. Syst. Archit., 2026

FedCSGA: Evolutionary client selection with joint statistical and system heterogeneity in federated learning.
J. Syst. Archit., 2026

FedTVD: balancing data quality and quantity for robust federated learning.
Future Gener. Comput. Syst., 2026

FedLBW: A loss-based weighting strategy for federated learning on non-IID data in wireless networks.
Expert Syst. Appl., 2026

FedMeanStd: Federated Aggregation With Outliers Filtering.
IEEE Access, 2026

2025
Impact of network topologies on decentralized federated learning.
Clust. Comput., December, 2025

Disentangled Multi-Context Meta-Learning: Unlocking robust and Generalized Task Learning.
CoRR, September, 2025

FedEasy : Federated learning with ease.
SoftwareX, 2025

Special Issue on Intelligent Architectures and Platforms for Private Edge Cloud Systems.
Future Gener. Comput. Syst., 2025

Autoencoder-based decentralized federated learning for efficient communication.
Comput. Networks, 2025

Performance Evaluation of Decentralized Federated Learning: Impact of Fully and K-Connected Topologies, Heterogeneous Computing Resources, and Communication Bandwidth.
IEEE Access, 2025

2024
A Comprehensive Empirical Analysis of Data Sets, Regression-Based Feature Selectors, and Linear SVM Classifiers for Intrusion Detection Systems.
IEEE Internet Things J., November, 2024

Stochastic gradient descent classifier-based lightweight intrusion detection systems using the efficient feature subsets of datasets.
Expert Syst. Appl., March, 2024

Designing accurate lightweight intrusion detection systems for IoT networks using fine-tuned linear SVM and feature selectors.
Comput. Secur., February, 2024

An efficient hybrid approach for forecasting real-time stock market indices.
J. King Saud Univ. Comput. Inf. Sci., 2024

Elastic Federated Learning with Kubernetes Vertical Pod Autoscaler for edge computing.
Future Gener. Comput. Syst., 2024

Demystifying Impact of Key Hyper-Parameters in Federated Learning: A Case Study on CIFAR-10 and FashionMNIST.
IEEE Access, 2024

KMBIG: Safeguarding Data Sharing with Advanced Anonymization and Risk Management.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2024

Inclusive User Experience Design for Older Adults: Focusing on XR-Based Cognitive and Physical Training.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2024

2023
A nighttime highway traffic flow monitoring system using vision-based vehicle detection and tracking.
Soft Comput., October, 2023

Federated learning with hyper-parameter optimization.
J. King Saud Univ. Comput. Inf. Sci., October, 2023

Local Scheduling in KubeEdge-Based Edge Computing Environment.
Sensors, February, 2023

Edge/Fog Computing Technologies for IoT Infrastructure II.
Sensors, 2023

Experimental Evaluation and Analysis of Federated Learning in Edge Computing Environments.
IEEE Access, 2023

The 3rd International Workshop on Deep Learning for the Web of Things.
Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Efficient Federated Learning with Adaptive Client-Side Hyper-Parameter Optimization.
Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

2022
Hybrid time synchronization protocol for large-scale wireless sensor networks.
J. King Saud Univ. Comput. Inf. Sci., November, 2022

Sensory Interaction and Balancing Ability Evaluation of the Elderly Using a Simplified Force Plate System.
Sensors, 2022

Load-Balancing of Kubernetes-Based Edge Computing Infrastructure Using Resource Adaptive Proxy.
Sensors, 2022

A Study on Traffic Prediction for the Backbone of Korea's Research and Science Network Using Machine Learning.
J. Web Eng., 2022

TsCNNs-Based Inappropriate Image and Video Detection System for a Social Network.
J. Inf. Process. Syst., 2022

Enabling Rapid Time Synchronization With Slow-Flooding in Wireless Sensor Networks.
IEEE Commun. Lett., 2022

Traffic-Aware Horizontal Pod Autoscaler in Kubernetes-Based Edge Computing Infrastructure.
IEEE Access, 2022

Node-Based Horizontal Pod Autoscaler in KubeEdge-Based Edge Computing Infrastructure.
IEEE Access, 2022

2021
Balanced Leader Distribution Algorithm in Kubernetes Clusters.
Sensors, 2021

Edge/Fog Computing Technologies for IoT Infrastructure.
Sensors, 2021

Fast and Robust Time Synchronization with Median Kalman Filtering for Mobile Ad-Hoc Networks.
Sensors, 2021

Robust Neighbor-Aware Time Synchronization Protocol for Wireless Sensor Network in Dynamic and Hostile Environments.
IEEE Internet Things J., 2021

Fast Consensus-Based Time Synchronization Protocol Using Virtual Topology for Wireless Sensor Networks.
IEEE Internet Things J., 2021

Dynamic fog-to-fog offloading in SDN-based fog computing systems.
Future Gener. Comput. Syst., 2021

Dog Noseprint Identification Algorithm.
Proceedings of the International Conference on Information Networking, 2021

2020
Industrial Wireless Sensor Networks: Protocols and Applications.
Sensors, 2020

Breaking Down the Compatibility Problem in Smart Homes: A Dynamically Updatable Gateway Platform.
Sensors, 2020

Horizontal Pod Autoscaling in Kubernetes for Elastic Container Orchestration.
Sensors, 2020

Distributed Node Scheduling with Adjustable Weight Factor for Ad-hoc Networks.
Sensors, 2020

Toward Highly Scalable Load Balancing in Kubernetes Clusters.
IEEE Commun. Mag., 2020

ElasticFog: Elastic Resource Provisioning in Container-Based Fog Computing.
IEEE Access, 2020

A Distributed TDMA Scheduling Algorithm Using Topological Ordering for Wireless Sensor Networks.
IEEE Access, 2020

2019
Load Balancing of Distributed Datastore in OpenDaylight Controller Cluster.
IEEE Trans. Netw. Serv. Manag., 2019

Performance Analysis of Time Synchronization Protocols in Wireless Sensor Networks.
Sensors, 2019

Integration of air pollution data collected by mobile sensors and ground-based stations to derive a spatiotemporal air pollution profile of a city.
Int. J. Geogr. Inf. Sci., 2019

Poster Abstract: A Fast Consensus-based Time Synchronization Protocol with Virtual Links in WSNs.
Proceedings of the IEEE INFOCOM 2019, 2019

Distributed TDMA Scheduling Using Topological Ordering in Wireless Sensor Networks.
Proceedings of the 28th International Conference on Computer Communication and Networks, 2019

Adaptive Gradient Time Synchronization Protocol in Wireless Ad-Hoc Networks.
Proceedings of the 28th International Conference on Computer Communication and Networks, 2019

2018
A Scalable and Efficient Metadata Framework Towards Internet of Things.
Wirel. Pers. Commun., 2018

Distributed Topology Construction in ZigBee Wireless Networks.
Wirel. Pers. Commun., 2018

An SDN-Based Connectivity Control System for Wi-Fi Devices.
Wirel. Commun. Mob. Comput., 2018

Threshold Secret Sharing Transmission against Passive Eavesdropping in MIMO Wireless Networks.
Wirel. Commun. Mob. Comput., 2018

Technological advances in wireless sensor networks enabling diverse Internet of Things applications.
Int. J. Distributed Sens. Networks, 2018

OQR: On-demand QoS Routing without Traffic Engineering in Software Defined Networks.
Proceedings of the 4th IEEE Conference on Network Softwarization and Workshops, 2018

Threshold Secret Sharing Transmission Against Passive Eavesdropping in MIMO Wireless Network.
Proceedings of the Tenth International Conference on Ubiquitous and Future Networks, 2018

2017
Performance Study of Routing Protocols in ZigBee Wireless Mesh Networks.
Wirel. Pers. Commun., 2017

IRIS-HiSA: Highly Scalable and Available Carrier-Grade SDN Controller Cluster.
Mob. Networks Appl., 2017

Toward Highly Available and Scalable Software Defined Networks for Service Providers.
IEEE Commun. Mag., 2017

Load balancing on distributed datastore in opendaylight SDN controller cluster.
Proceedings of the 2017 IEEE Conference on Network Softwarization, 2017

Experimental study of time series-based dataset selection for effective text classification.
Proceedings of the 9th International Conference on Knowledge and Smart Technology, 2017

Internet of Things Architecture for Handling Stream Air Pollution Data.
Proceedings of the 2nd International Conference on Internet of Things, 2017

2016
Entity Resolution Approach of Data Stream Management Systems.
Wirel. Pers. Commun., 2016

Distributed RDF store for efficient searching billions of triples based on Hadoop.
J. Supercomput., 2016

Semantic complex event processing model for reasoning research activities.
Neurocomputing, 2016

On performance of OpenDaylight clustering.
Proceedings of the IEEE NetSoft Conference and Workshops, 2016

2015
Translation of technical terminologies between English and Korean based on textual big data.
Softw. Pract. Exp., 2015

Accelerating elliptic curve scalar multiplication over GF(2<sup>m</sup>) on graphic hardwares.
J. Parallel Distributed Comput., 2015

Distributed formation of degree constrained minimum routing cost tree in wireless ad-hoc networks.
J. Parallel Distributed Comput., 2015

Learning Based Relay Selection for Reliable Content Distribution in Smart Class Application.
KSII Trans. Internet Inf. Syst., 2015

Cache aided Matrix Network Coding based multicast scheme over wireless networks.
Proceedings of the IEEE International Conference on Consumer Electronics, 2015

2014
Neighbor Table Based Shortcut Tree Routing in ZigBee Wireless Networks.
IEEE Trans. Parallel Distributed Syst., 2014

Internet Traffic Privacy Enhancement with Masking: Optimization and Tradeoffs.
IEEE Trans. Parallel Distributed Syst., 2014

Ontology Schema-specific Rule Materialization.
Proceedings of the Workshop and Poster Proceedings of the 4th Joint International Semantic Technology Conference, 2014

Development of Framework System for Managing the Big Data from Scientific and Technological Text Archives.
Proceedings of the Workshop and Poster Proceedings of the 4th Joint International Semantic Technology Conference, 2014

RAON: Recursive Abstraction of OpenFlow Networks.
Proceedings of the Third European Workshop on Software Defined Networks, 2014

2013
Collecting Korean-English Pairs for Translation of Technical Terms.
Proceedings of the Seventh International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, 2013

2012
Heuristic Query Tree Protocol: Use of Known Tags for RFID Tag Anti-Collision.
IEICE Trans. Commun., 2012

IPR: Incremental path reduction algorithm for tree-based routing in low-rate wireless mesh networks.
Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012

The stateless point to point routing protocol based on shortcut tree routing algorithm for IP-WSN.
Proceedings of the 3rd IEEE International Conference on the Internet of Things, 2012

Enabling Transparent Communication with Global ID for the Internet of Things.
Proceedings of the Sixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, 2012

2011
One-Hop Neighbor Based Broadcast Scheduling in Wireless Sensor Networks.
IEICE Trans. Commun., 2011

Decision-Making Support Service Based on Technology Opportunity Discovery Model.
Proceedings of the U- and E-Service, Science and Technology, 2011

OntoURIResolver: URI Resolution and Recommendation Service Using LOD.
Proceedings of the U- and E-Service, Science and Technology, 2011

Using Semantic Web Technologies for Technology Intelligence Services.
Proceedings of the Active Media Technology - 7th International Conference, 2011

2010
Integration of IEEE1451 Sensor Networks and UPnP.
Proceedings of the 7th IEEE Consumer Communications and Networking Conference, 2010

Hierarchical Network Protocol for Large Scale Wireless Sensor Networks.
Proceedings of the 7th IEEE Consumer Communications and Networking Conference, 2010

2009
Service Oriented Wireless Sensor Network Toolbox for Consumer Applications.
Proceedings of the 6th IEEE Consumer Communications and Networking Conference, 2009

2008
PGS: Parking Guidance System based on wireless sensor network.
Proceedings of the Third International Symposium on Wireless Pervasive Computing, 2008

Experiments on Building Ubiquitous Robotic Space for Mobile Robot Using Wireless Sensor Networks.
Proceedings of the 22nd International Conference on Advanced Information Networking and Applications, 2008

2007
Target Classification in Sparse Sampling Acoustic Sensor Networks Using IDDC Algorithm.
Proceedings of the Emerging Directions in Embedded and Ubiquitous Computing, 2007

2006
Maximize the Coverage Lifetime of Sensor Networks.
Proceedings of the Emerging Directions in Embedded and Ubiquitous Computing, 2006


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