A DRL-based task offloading scheme for server decision-making in multi-access edge computing

D Lim, I Joe - Electronics, 2023 - mdpi.com
Multi-access edge computing (MEC), based on hierarchical cloud computing, offers abundant
resources to support the next-generation Internet of Things network. However, several …

Deep Reinforcement Learning-Based Task Offloading in Multi-access Edge Computing for Marine IoT

D Lim, D Lim - Proceedings of the Computational Methods in Systems …, 2023 - Springer
The recent surge in maritime activities has led to a significant demand for marine Internet of
Things (M-IoT) devices. These devices are responsible for meeting strict requirements in …

Energy-Efficient Offloading with Distributed Reinforcement Learning for Edge Computing in Home Networks

D Lim, D Lim - International Journal of Internet, Broadcasting and …, 2024 - koreascience.kr
This paper introduces a decision-making framework for offloading tasks in home network
environments, utilizing Distributed Reinforcement Learning (DRL). The proposed scheme …

An efficient device authentication protocol without certification authority for Internet of Things

S Jang, D Lim, J Kang, I Joe - Wireless Personal Communications, 2016 - Springer
Wireless network devices are used for the Internet of Things in a variety of applications, and
although the IoT has many benefits, there are some security issues in this area. Hacking …

Game Theory-Based Scheme for Optimizing Energy and Latency in LEO Satellite-Multi-access Edge Computing

D Lim, D Lim - International journal of advanced smart …, 2024 - koreascience.kr
6G network technology represents the next generation of communications, supporting high-speed
connectivity, ultra-low latency, and integration with cutting-edge technologies, such as …

An Efficient Network Slicing Navigation Scheme in a Network Virtualization Environment

D Lim, I Joe - Computer Science On-line Conference, 2023 - Springer
This study analyzes network virtualization slicing and proposes an efficient network slice
setting scheme. Topology and address virtualization based on software-defined networking (…

[HTML][HTML] MAARS: Multiagent Actor–Critic Approach for Resource Allocation and Network Slicing in Multiaccess Edge Computing

D Lim, I Joe - Sensors, 2024 - mdpi.com
This paper presents a novel algorithm to address resource allocation and network-slicing
challenges in multiaccess edge computing (MEC) networks. Network slicing divides a physical …

DRL-OS: a deep reinforcement learning-based offloading scheduler in mobile edge computing

D Lim, W Lee, WT Kim, I Joe - Sensors, 2022 - mdpi.com
Hardware bottlenecks can throttle smart device (SD) performance when executing
computation-intensive and delay-sensitive applications. Hence, task offloading can be used to …

A delay and energy-aware task offloading and resource optimization in mobile edge computing

D Lim, I Joe - Computer Science On-line Conference, 2023 - Springer
The rapid development and diffusion of the Internet of Things (IoT) have increased the
growth of smart devices (SDs). SDs may run computation-intensive and delay-sensitive …

Task offloading scheme based on the DRL of Connected Home using MEC

D Lim, KS Sohn - The Journal of the Institute of Internet …, 2023 - koreascience.kr
The rise of 5G and the proliferation of smart devices have underscored the significance of
multi-access edge computing (MEC). Amidst this trend, interest in effectively processing …