8 citations · 20 across the 12 of their papers we have counts for
3 papers · 1 filter
Dynamic Preference Multi-Objective Reinforcement Learning for Internet Network Management
DongNyeong Heo, Daniela Noemi Rim, Heeyoul Choi
An internet network service provider manages its network with multiple objectives, such as high quality of service (QoS) and minimum computing resource usage. To achieve these obje…
Advanced Scaling Methods for VNF deployment with Reinforcement Learning
Namjin Seo, DongNyeong Heo, Heeyoul Choi
Network function virtualization (NFV) and software-defined network (SDN) have become emerging network paradigms, allowing virtualized network function (VNF) deployment at a low cos…
Graph Neural Network based Service Function Chaining for Automatic Network Control
DongNyeong Heo, Stanislav Lange, Hee-Gon Kim +1
Software-defined networking (SDN) and the network function virtualization (NFV) led to great developments in software based control technology by decreasing expenditures. Service f…