2 papers
cs.NI2026
Contextual Bandit-Based Decomposition of Network Slice Requirements under Cumulative Resource Budget Constraints
Masaki Kobayashi, Akito Suzuki, Ryoichi Kawahara +1
End-to-end (E2E) network slices (NSs) are provisioned across multiple domains of the 5G network. In hierarchical NS management, a tenant submits a network slice request (NSR), whic…
cs.DC2019
Extendable NFV-Integrated Control Method Using Reinforcement Learning
Akito Suzuki, Ryoichi Kawahara, Masahiro Kobayashi +3
Network functions virtualization (NFV) enables telecommunications service providers to realize various network services by flexibly combining multiple virtual network functions (VN…