J-KICS

Total Link Service Rate Estimation with Packet Metadata

Jinoo Joung Juhyeok Kwon
Vol. 49, No. 6, pp. 829-838, Jun. 2024

10.7840/kics.2024.49.6.829

end-to-end latency

deterministic networking

flow states

TSN

finish time

A Study on Rotated Animal Detection Neural Network for Image-Based Livestock Management

Kwang Myung Jeon HyungJun Ahn Soheun Ju Inchul Ryu SolBeen Kwon
Jinwoo Jung Younggie Lee
Vol. 48, No. 10, pp. 1330-1339, Oct. 2023

10.7840/kics.2023.48.10.1330

Object Detection

Artificial intelligence

smartfarm

Livestock Management

computer vision

Reinforcement Learning-Based Scheduler with Dynamic Precedence in Deterministic Networks

JihyeRyu GyudongPark JuhyeokKwon JinooJoung
Vol. 48, No. 4, pp. 413-422, Apr. 2023

10.7840/kics.2023.48.4.413

Reinforcement Learning

Deep Learning

deterministic networking

Q-learning

Double Deep Q-network

precedence

Work Conserving Scheduler with Global Finish Time for Network Latency Guarantee

Jinoo Joung
Vol. 48, No. 1, pp. 55-64, Jan. 2023

10.7840/kics.2023.48.1.55

end-to-end latency

deterministic networking

flow states

TSN

finish time

Network Scheduler Based on Reinforcement Learning for Minimizing the Maximum End-to-End Latency

Juhyeok Kwon Jihye Ryu Jinoo Joung
Vol. 47, No. 9, pp. 1330-1340, Sep. 2022

10.7840/kics.2022.47.9.1330

min-max criterion

Reinforcement Learning

double deep Q-learning

prioritized experience replay

end-to-end latency

fairness

Timeslot Scheduling with Reinforcement Learning Using a Double Deep Q-Network

Jihye Ryu Juhyeok Kwon Jinoo Joung
Vol. 47, No. 7, pp. 944-952, Jul. 2022

10.7840/kics.2022.47.7.944

Implementation of a Jitter Bound Guarantee Network Without Time-Synchronization

Juhyeok Kwon Jinoo Joung
Vol. 46, No. 12, pp. 2270-2279, Dec. 2021

10.7840/kics.2021.46.12.2270

Study on Feasibility of the FAIR Framework Based on Delay Statistics Analysis

Juhyeok Kwon Jinoo Joung
Vol. 46, No. 2, pp. 293-301, Feb. 2021

10.7840/kics.2021.46.2.293

Wireless Routing Protocol with Periodic Q-Table Update

Taejung Kim Jinoo Joung
Vol. 45, No. 12, pp. 2099-2105, Dec. 2020

10.7840/kics.2020.45.12.2099

Framework for Network Delay Guarantee with Interleaved Regulators and Flow Aggregate-Based Scheduling

Jinoo Joung
Vol. 45, No. 3, pp. 496-503, Mar. 2020

10.7840/kics.2020.45.3.496

Digital Library[ Search Result ]

Total Link Service Rate Estimation with Packet Metadata

A Study on Rotated Animal Detection Neural Network for Image-Based Livestock Management

Reinforcement Learning-Based Scheduler with Dynamic Precedence in Deterministic Networks

Work Conserving Scheduler with Global Finish Time for Network Latency Guarantee

Network Scheduler Based on Reinforcement Learning for Minimizing the Maximum End-to-End Latency

Timeslot Scheduling with Reinforcement Learning Using a Double Deep Q-Network

Implementation of a Jitter Bound Guarantee Network Without Time-Synchronization

Study on Feasibility of the FAIR Framework Based on Delay Statistics Analysis

Wireless Routing Protocol with Periodic Q-Table Update

Framework for Network Delay Guarantee with Interleaved Regulators and Flow Aggregate-Based Scheduling

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