Name
Title | ||
|---|---|---|
Towards Low-latent & Load-balanced VNF Placement with Hierarchical Reinforcement Learning |
Abstract | ||
|---|---|---|
Current orchestration frameworks lack intelligence and handle resources by neglecting service-level and system-wide performance. Towards addressing this gap, we propose a Hierarchical Reinforcement Learning (HRL) design targeting Virtual Network Function (VNF) placement comprised of (i) a local level prediction module deployed at system nodes; and (ii) a global Reinforcement Learning (RL) module t... |
Year | DOI | Venue |
|---|---|---|
2021 | 10.1109/MeditCom49071.2021.9647532 | 2021 IEEE International Mediterranean Conference on Communications and Networking (MeditCom) |
DocType | ISBN | Citations |
Conference | 978-1-6654-4505-4 | 0 |
PageRank | References | Authors |
0.34 | 0 | 4 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Xenofon Vasilakos | 1 | 6 | 2.43 |
| Monchai Bunyakitanon | 2 | 0 | 0.34 |
| Reza Nejabati | 3 | 0 | 0.34 |
| Dimitra Simeonidou | 4 | 332 | 80.03 |