Kyeong-Deok Baek

According to our database, Kyeong-Deok Baek authored at least 19 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

MultiFedRL: Efficient Training of Service Agents for Heterogeneous Internet of Things Environments.

KyeongDeok Baek, In-Young Ko

IEEE Internet Things J., June, 2025

Effective selection of public IoT services by learning uncertain environmental factors using fingerprint attention.

KyeongDeok Baek, In-Young Ko

Appl. Intell., May, 2025

Personalized User Models in a Real-world Edge Computing Environment: A Peer-to-peer Federated Learning Framework.

Xiangchi Song, Zhaoyan Wang, KyeongDeok Baek, In-Young Ko

J. Web Eng., February, 2025

WYSIMWYG: Simulation-based Decision Support for Data Distribution of Hyperlocal Services in Edge Cloud Environments.

Sujeong Lim, KyeongDeok Baek, In-Young Ko

Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2025

2024

HiDRA: A Hierarchical Decentralized Reactive Autoscaler for Spatio-temporal Bursts of Load.

Eun-Chan Park, KyeongDeok Baek, In-Young Ko

Proceedings of the IEEE International Conference on Web Services, 2024

EPFLU: Efficient Peer-to-Peer Federated Learning for Personalized User Models in Edge-Cloud Environments.

Xiangchi Song, Zhaoyan Wang, KyeongDeok Baek, In-Young Ko

Proceedings of the Current Trends in Web Engineering, 2024

Effective Model Replacement for Solving Objective Mismatches in Pre-trained Model Compositions.

Arogya Kharel, KyeongDeok Baek, In-Young Ko

Proceedings of the 31st Asia-Pacific Software Engineering Conference, 2024

2023

Dynamic and Effect-Driven Output Service Selection for IoT Environments Using Deep Reinforcement Learning.

Kyeong-Deok Baek, In-Young Ko

IEEE Internet Things J., February, 2023

Fully Decentralized Horizontal Autoscaling for Burst of Load in Fog Computing.

Eun-Chan Park, KyeongDeok Baek, Eunho Cho, In-Young Ko

J. Web Eng., 2023

DESA: Decentralized Self-adaptive Horizontal Autoscaling for Bursts of Load in Fog Computing.

Eun-Chan Park, KyeongDeok Baek, Eunho Cho, In-Young Ko

Proceedings of the Current Trends in Web Engineering, 2023

Learning-Based Quality of Experience Prediction for Selecting Web of Things Services in Public Spaces.

KyeongDeok Baek, In-Young Ko

Proceedings of the Web Engineering - 23rd International Conference, 2023

2020

A Human-centric and Environment-aware Testing Framework for Providing Safe and Reliable Cyber-Physical System Services.

In-Young Ko, Kyeong-Deok Baek, Jung-Hyun Kwon, Hernan Lira, HyeongCheol Moon

J. Web Eng., 2020

Cache-Sharing Distributed Service Registry for Highly Dynamic V2X Environments.

HyeongCheol Moon, Kyeong-Deok Baek, In-Young Ko

Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

2019

Effect-Driven Dynamic Selection of Physical Media for Visual IoT Services Using Reinforcement Learning.

Kyeong-Deok Baek, In-Young Ko

Proceedings of the 2019 IEEE International Conference on Web Services, 2019

Environment-Aware and Human-Centric Software Testing Framework for Cyber-Physical Systems.

In-Young Ko, Kyeong-Deok Baek, Jung-Hyun Kwon, Hernan Lira, HyeongCheol Moon

Proceedings of the Current Trends in Web Engineering, 2019

VR-Powered Scenario-Based Testing for Visual and Acoustic Web of Things Services.

Kyeong-Deok Baek, HyeongCheol Moon, In-Young Ko

Proceedings of the Web Engineering - 19th International Conference, 2019

Effect-Driven Selection of Web of Things Services in Cyber-Physical Systems Using Reinforcement Learning.

Kyeong-Deok Baek, In-Young Ko

Proceedings of the Web Engineering - 19th International Conference, 2019

2018

Spatio-Cohesive Service Selection Using Machine Learning in Dynamic IoT Environments.

Kyeong-Deok Baek, In-Young Ko

Proceedings of the Web Engineering - 18th International Conference, 2018

2017

Spatially Cohesive Service Discovery and Dynamic Service Handover for Distributed IoT Environments.

Kyeong-Deok Baek, In-Young Ko

Proceedings of the Web Engineering - 17th International Conference, 2017