Welcome to NCLAB
Network Computing Laboratory (NCLAB) conducts research on a variety of networking and computing technologies, including edge computing, container orchestration, Internet of Things, and edge AI. To realize IoT Edge service infrastructure, we’ve recently focused on federated learning technologies combined with edge computing. We have extensive experience with open-source projects like Kubernetes, KubeEdge, Flower, and SUMO.
Network Computing Laboratory (NCLab) at CBNU is recruiting highly motivated PhD, MS-PhD Integrated, and MS students. Please see the detail here!
2024.08.
"COVID-19 Severity Detection Using Chest X-ray Segmentation and Deep Learning" by Dr. Tinku is accepted by Scientific Reports. Congratulations, Dr. Tinku!
2024.08.
2024.07.
"Enhancing Traffic Management in Smart Cities: A Federated Learning Approach for Traffic Light Violation Detection" by Dr. Tinku is accepted by Human-centric Computing and Information Sciences. Congratulations, Dr. Tinku!
2024.07.
2024.06.
"A Comprehensive Empirical Analysis of Datasets, Regression-based Feature Selectors and Linear SVM Classifiers for Intrusion Detection Systems" by Dr. Jahongir is accepted by IEEE Internet of Things Journal. Congratulations, Dr. Jahongir!
2024.06.
2024.04.
"Elastic Federated Learning with Kubernetes Vertical Pod Autoscaler for Edge Computing" by Quan is accepted by Future Generation Computer Systems. Congratulations, Quan!
2024.04.
2024.01.
NCLab joins Grand ICT Research Center (Industrial AI Research Center) funded by Ministry of Science and ICT since 2024.01.
2024.01.
2024.01.
Dr. Jahongir Azimjonov is listed in CBSTAR Jr. Hall of Fame of BK21 Four in 2023.
Congraturations, Dr. Jahongir!
2024.01.
2023.12.
Majid Kundroo received the Outstanding Graduate Student Award in 2023. Congratulations, Majid!
2023.12.
2023.12.
Prof. Kim has been appointed to the Technical Program Committee for the 8th International Conference on Information Technology and Internet of Things in 2024.
2023.12.
2023.09.
"Stochastic Gradient Descent Classifier-based Lightweight Intrusion Detection Systems using the Efficient Feature Subsets of Datasets" by Dr. Jahongir is accepted by Expert Systems With Applicaitons!
2023.09.
2023.08.
The special issue "Intelligent Architectures and Platforms for Private Edge Cloud Systems" is open with Prof. Sayed Chattan Shah, Prof. Blesson Varghese, and Prof. Zhi Wang.
Call For Paper: https://www.sciencedirect.com/journal/future-generation-computer-systems/about/call-for-papers
2023.08.
2023.07.
Majid received the best paper award at DCS 2023 Summer Conference with the paper entitled "Effects of Model Hyper-parameters in Federated Learning: A Short Analysis". Congratulations, Majid!
2023.07.
2023.06.
“A Nighttime Highway Traffic Flow Monitoring System using Vision-based Vehicle Detection and Tracking Algorithms” by Dr. Jahongir is accepted by Soft Computing.
2023.06.
2023.05.
"Efficient Federated Learning with Adaptive Client-Side Hyper-Parameter Optimization" by Majid Kundroo is accepted by ICDCS. Congratulations, Majid.
2023.05.
2023.03.
"Experimental Evaluation and Analysis of Federated Learning in Edge Computing Environments" by Pham Khanh Quan is accepted by IEEE Access. Congratulations and you did many good jobs, Quan!
2023.03.
2023.01.
Prof. Kim won the 2023 Excellence in Teaching Award.
2023.01.
2022.12.
"Node-Based Horizontal Pod Autoscaler in KubeEdge-Based Edge Computing Instrastructure" is accepted by IEEE Access. Congratulations, Majid!
2022.12.
2022.11.
Dr. Jahongir Azimjonov joined our lab as postdoctoral researcher. Welcome!
2022.11.
2022.10.
A patent on resource provisioning for edge computing environments is introduced at the Korea Electronics Show (KES) 2023.
https://kotechbiz.com/detail.php?number=3157&thread=22r01
2022.10.
2022.10.
"Hybrid Time Synchronization Protocol for Large-Sclae Wireless Sensor Networks" by Dr. LinhAn is accepted by JKSUCIS (JCR Top 8% Journal). Congratulations!
2022.10.
2022.09.
Wahab Mamond joined our lab as an integrated MS/Ph.D. students. Welcome!
2022.09.
2022.08.
"A Work-Related Musculoskeletal Disorders (WMSDs) Risk Assessment System Using a Single-View Pose Estimation Model" by Young-Jin Kwon is accepted by IJERPH. Congratulations, Young-Jin!
2022.08.
2022.06.
The research project "Development and Verification of Federated Learning in Edge Computing Environment" is funded by NRF Regional Researcher Program for 5 years (2022.06.~2027.05.)
2022.06.
2022.05.
Prof. Taehong Kim has been elevated to the grade of IEEE Senior member. The senior membership is an honor bestowed only to those who have made significant contributions in their designated fields. Less than 10% of the total IEEE membership achieves this level of professional recognition.
2022.05.
2022.04.
"Load-Balancing of Kubernetes-based Edge Computing Infrastructure using Resource Adaptive Proxy" by Quang-Minh Nguyen is accepted by Sensors. Congratulation, Minh
2022.04.
2022.03.
Two new members joined our lab. Welcome Majid Kundroo (PhD Student) and Younghwan (MS Student)
2022.03.
2022.02.
"Traffic-aware Horizontal Pod Autoscaler in Kubernetes-based Edge Computing Infrastructure" by Le Hoang Phuc et al. is accepted by IEEE Access
2022.02.
2022.01.
"Enabling Rapid Time Synchronization with Slow-Flooding in Wireless Sensor Networks" by Linh-An is accepted by IEEE Communications Letters. Congratulations
2022.01.
2021.12.
Linhan received the outstanding graduate researcher award for the excellence in research during his graduate program. Congratulations, An
2021.12.
2021.12.
"EdgeX over Kubernetes: Enabling Container Orchestration in EdgeX" is accepted by Applied sciences
2021.12.
2021.09
Pham Khanh Quan (MS Student) joined our lab. Welcome Quan
2021.09
2021.04
Editorial of the special issue on "Edge/Fog Computing Technologies for IoT Infrastructure" has published in Sensors
2021.04
2021.03
Seonghyun Kim (MS Student) and Younghwan Choi (Undergraduate Intern) joined our lab. Welcome Seonghyun and Younghwan
2021.03
2021.01
"Balanced Leader Distribution Algorithm in Kubernetes Clusters" by N. D. Nguyen et al. is accepted by Sensors. Congratulations on the third SCIE journal publication during master course, Nguyen
2021.01
2020.12
"Dynamic Fog-to-Fog Offloading in SDN-based Fog Computing Systems" by P.M.L. An et al. is accepted by Elsevier's FGCS journal, which is top 7% journal based on JCR2019. Congratulations on your fifth first-authored journal, Linh An
2020.12
2020.11
“Fast Consensus-based Time Synchronization Protocol Using Virtual Topology for Wireless Sensor Networks” by P.M.L. An and T. Kim is accepted by IEEE Internet of Things Journal.
Congratulations on the publication of two IEEE IoT Journal papers, Linh An
2020.11
2020.10
Editorial on special issue: "Industrial Wireless Sensor Networks - Protocols and Applications" by S. Yoo and T. Kim is released in Sensors
2020.10
2020.09
“ElasticFog: Elastic Resource Provisioning in Container-based Fog Computing” by N. D. Nugyen et al. is accepted by IEEE Access. Congratulations on the second IEEE journals during master course, Nguyen
2020.09
2020.04
The patent entitled "Device profile based gateway platform for integrated control and management of heterogeneous IoT network" is transferred to Connect, Inc
2020.04
2020.09
Welcome two Master students (Le Hoang Phuc and Nguyen Quang Minh) and one Intern student (Jieun Han)
2020.09
2020.08
“Robust Neighbor-aware Time Synchronization Protocol for Wireless Sensor Network in a Dynamic and Hostile Environment” by P.M.L. An, T. Kim, and T. Kim is accepted by IEEE Internet of Things Journal
2020.08
2020.08
“Distributed TDMA Scheduling Using Topological Ordering in Wireless Sensor Networks” by T. Nguyen, T. Kim, and T. Kim is accepted by IEEE Access
2020.08
2020.05
“Toward highly scalable load balancing in Kubernetes clusters" by N. D. Nguyen and T. Kim is accepted by IEEE Communications Magazine
2020.05
2020.05
"Breaking Down the Compatibility Problem in Smart Homes: A Dynamically Updatable Gateway Platform" by P.M.L. An and T. Kim is accepted by Sensors
2020.05
2020.05
Prof. Kim serves as Associate Editor for IEEE Access
2020.05
2020.03
A new project funded by ETRI is started
2020.03
2020.03
Seunghwan Lee Joined as MS student
2020.03
2020.02
Our lab members Yujin and Yongjeong (graduated MS at 2020.02) are hired by Shinsegae I&C and IMarketKorea, respectively. Congraturations
2020.02
2019.10
A new research on IoT edge service infrastructure funded by NRF is started
2019.10
2019.10
"Adaptive Gradient Time Synchronization Protocol in Wireless Ad-hoc Networks" by Y. Kim, Pm.L. An, T. Kim, T.Kim, J. Lee, H. Hyun is accepted by Journal of Institute of Control, Robotics and Systems
2019.10
2019.07
"Performance Analysis of Time Synchronization Protocols in Wireless Sensor Networks" by P.M.L. An, T. Kim, T. Kim, J. Lee, and H. Hyun is accepted by MDPI Sensors. Congratulation, Linh An
2019.07
2019.05
A research project "Research on container orchestration technologies for IoT edge service infrastructure" funded by NRF will be started from June 2019
2019.05
2019.05
Two papers "Distributed TDMA Scheduling Using Topological Ordering in Wireless Sensor Networks" and "Adaptive Gradient Time Synchronization Protocol in Wireless Ad-hoc Networks" are accepted by IEEE ICCCN 2019
2019.05
2019.03
A new research project funded by ETRI is launched
2019.03
2019.02
"A Fast Consensus-based Time Synchronization Protocol with Virtual Links in WSNs" by P.M.L. An, T. Kim, T. Kim, J. Lee, and H. Hyun is accepted by IEEE INFOCOM 2019
2019.02
2019.01
"Load balancing of distributed datastore in OpenDaylight controller cluster" by T. Kim, J. Myung, and S. Yoo is accepted by IEEE Transactions on Network and Service Management
2019.01
2018.10
"Threshold Secret Sharing Transmission Against Passive Eavesdropping in MIMO Wireless Networks" by J. Myung, K. Kim, and T. Kim is accepted by Wireless Communications and Mobile Computing
2018.10
2018.07
"An SDN-based remote connectivity control system for Wi-Fi devices" by T. Nguyen and T. Kim is accepted by Wireless Communications and Mobile Computing
2018.07
Paper Accepted
"Distributed Topology Construction in ZigBee Wireless Networks" by T. Kim, S. Kim, and D. Kim is accepted by Wireless Communications
2018.03
"Technological advances in wireless sensor networks enabling diverse Internet of Things applications" by S. Yoo, A. M. K. Cheng, P. K. Chong, T. S. Lopez, and T. Kim is published in International Journal of Distributed Sensor Networks
2018.03
2018.02
"A Study on Z-Wave Protocol: Implement Your Own Smart Home Gateway" by P. M. L. An and T. Kim is accepted by IEEE ICCCS 2018
2018.02
2018.01
"A Salable and Efficient Metadata Framework towards Internet of Things" by J. Sung, T. Kim, Y. Kim. T. Lopez, and D. Kim is accepted by Wireless Personal Communications
2018.01
2017.12
A new project funded by ADD is started
2017.12
Contact Us
+82-43-261-2481
307, E8-10 building, Chungdae-ro 1, Seowon-Gu, Cheongju, Korea 28644