Hyang-Won Lee

Neural Networks, 2026

2025

Joint Frame Drop and Object Detection Task Offloading for Mobile Devices via RL With Lyapunov Optimization.

[BibT_eX]

[DOI]

Vaughn Sohn

Suhwan Kim

IEEE Trans. Mob. Comput., July, 2025

On the Optimal Ensemble of Distributed DNN Models.

[BibT_eX]

[DOI]

Heejin Kim

Proceedings of the 23rd International Symposium on Modeling and Optimization in Mobile, 2025

2024

Distributed Computation of DNN via DRL With Spatiotemporal State Embedding.

[BibT_eX]

[DOI]

Suhwan Kim

IEEE Internet Things J., April, 2024

2023

Optimization framework for splitting DNN inference jobs over computing networks.

[BibT_eX]

[DOI]

Comput. Networks, August, 2023

minFAST: Minimum Span Frequency Assignment Technique for Integrated Access and Backhaul Networks.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., June, 2023

Dynamic Computation and Network Chaining in Integrated SDN/NFV Cloud Infrastructure.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2023

Deep reinforcement learning based edge computing for video processing.

[BibT_eX]

[DOI]

Seung-Yeop Han

ICT Express, 2023

PRADA: Practical Access Point Deployment Algorithm for Cell-Free Industrial IoT Networks.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE Consumer Communications & Networking Conference, 2023

2022

Reducing DNN inference latency using DRL.

[BibT_eX]

[DOI]

Suhwan Kim

Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

2021

A Framework for Routing DNN Inference Jobs over Distributed Computing Networks.

[BibT_eX]

[DOI]

CoRR, 2021

2020

A Real-Time Framework for Matching Prosumers With Minimum Risk in the Cluster of Microgrids.

[BibT_eX]

[DOI]

Youngseo Ryu

IEEE Trans. Smart Grid, 2020

2019

Mobile Computation Offloading for Application Throughput Fairness and Energy Efficiency.

[BibT_eX]

[DOI]

Yeongjin Kim

IEEE Trans. Wirel. Commun., 2019

Super-MAC Design for Tightly Coupled Multi-RAT Networks.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2019

On the Robustness of Distributed Computing Networks.

[BibT_eX]

[DOI]

Jianan Zhang

Proceedings of the 15th International Conference on the Design of Reliable Communication Networks, 2019

2018

Traffic-Aware Energy-Saving Base Station Sleeping and Clustering in Cooperative Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2018

Finding minimum node separators: A Markov chain Monte Carlo method.

[BibT_eX]

[DOI]

Reliab. Eng. Syst. Saf., 2018

Optimal power allocation and allowable interference shaping in cognitive radio networks.

[BibT_eX]

[DOI]

Woohyuk Chang

Bang Chul Jung

Comput. Electr. Eng., 2018

Control of multi-resource infrastructures: Application to NFV and computation offloading.

[BibT_eX]

[DOI]

Yeongjin Kim

Proceedings of the 16th International Symposium on Modeling and Optimization in Mobile, 2018

Data-driven Localization and Estimation of Disturbance in the Interconnected Power System.

[BibT_eX]

[DOI]

Jianan Zhang

Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017

Learning to evaluate and recommend query in restaurant search systems.

[BibT_eX]

[DOI]

Xian Chen

Hyoseop Shin

Inf. Syst. E Bus. Manag., 2017

Dynamic network slicing and resource allocation for heterogeneous wireless services.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

2016

Robust Power Allocation in Cognitive Radio Networks With Uncertain Knowledge of Interference.

[BibT_eX]

[DOI]

Jeongho Kwak

Long Bao Le

IEEE Wirel. Commun. Lett., 2016

Robust design of spectrum-sharing networks.

[BibT_eX]

[DOI]

Qingkai Liang

Proceedings of the 14th International Symposium on Modeling and Optimization in Mobile, 2016

2015

CSMA-Based Robust AP Throughput Guarantee Under User Distribution Uncertainty.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2015

TAES: Traffic-aware energy-saving base station sleeping and clustering in cooperative networks.

[BibT_eX]

[DOI]

Proceedings of the 13th International Symposium on Modeling and Optimization in Mobile, 2015

2014

Virtual Cell Beamforming in Cooperative Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2014

On the Concavity of the Sum-Rate Function in OFDM Systems.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2014

Robust design of cognitive radio networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Information and Communication Technology Convergence, 2014

Robust power allocation in cognitive radio networks with uncertain knowledge of interference.

[BibT_eX]

[DOI]

Inyoung Kim

Proceedings of the IEEE International Conference on Communications, 2014

A distributed rate allocation scheme in the two-sided network.

[BibT_eX]

[DOI]

Jonghoon Yun

Young-Myoung Kim

Proceedings of the IEEE Global Communications Conference, 2014

2013

Delay-optimal data forwarding in Vehicular Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 11th International Symposium and Workshops on Modeling and Optimization in Mobile, 2013

2012

Improving TCP Performance over Optimal CSMA in Wireless Multi-Hop Networks.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2012

Survivable paths in multilayer networks.

[BibT_eX]

[DOI]

Marzieh Parandehgheibi

Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012

2011

Cross-layer survivability in WDM-based networks.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2011

A robust optimization approach to backup network design with random failures.

[BibT_eX]

[DOI]

Matthew Johnston

Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Maximizing Reliability in WDM Networks through Lightpath Routing.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2011

Robust Network Design for Stochastic Traffic Demands.

[BibT_eX]

[DOI]

Matthew Johnston

Proceedings of the Global Communications Conference, 2011

2010

Feedback Reduction for Multiuser OFDM Systems.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2010

Diverse Routing in Networks With Probabilistic Failures.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2010

Distributed max-min flow control for multi-rate overlay multicast.

[BibT_eX]

[DOI]

Jeong-woo Cho

Comput. Networks, 2010

Reliability in Layered Networks with Random Link Failures.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

2009

Distributed throughput maximization in wireless networks via random power allocation.

[BibT_eX]

[DOI]

Long Bao Le

Proceedings of the 7th International Symposium on Modeling and Optimization in Mobile, 2009

Diverse Routing in Networks with Probabilistic Failures.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

2007

Combined packet scheduling and call admission control with minimum throughput guarantee in wireless networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2007

Downlink Resource Allocation in Multi-Carrier Systems: Frequency-Selective vs. Equal Power Allocation.

[BibT_eX]

[DOI]

Proceedings of the 2007 International Symposium on a World of Wireless, 2007

Scheduling and Source Control with Average Queue-Length Control in Cellular Networks.

[BibT_eX]

[DOI]

Cheoljung Kim

Proceedings of IEEE International Conference on Communications, 2007

Efficiency Based Feedback Reduction.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2007

Opportunistic Relaying in Cellular Network for Capacity and Fairness Improvement.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2007

Joint Congestion Control and Burst Contention Resolution in Optical Burst Switching Networks.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2007

2006

Combined QoS scheduling and call admission control algorithm in cellular networks.

[BibT_eX]

[DOI]

Proceedings of the 4th International Symposium on Modeling and Optimization in Mobile, 2006

2005

Flow control with processing constraint.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2005

A distributed utility max-min flow control algorithm.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2005

2004

A distributed max-min flow control algorithm for multi-rate multicast flows.

[BibT_eX]

[DOI]

Jeong-woo Cho