Proactive and power efficient hybrid virtual network embedding: an AWS cloud case study

I Hamzaoui, B Duthil, V Courboulay, H Medromi - IEEE Access, 2022 - ieeexplore.ieee.org
The sharp increase of multimodal cloud resources demand makes it more challenging to
design rightsized virtual instances. Inefficient embedding of high sized instances into the …

A markov reward based resource-latency aware heuristic for the virtual network embedding problem

F Bianchi, F Lo Presti - ACM SIGMETRICS Performance Evaluation …, 2017 - dl.acm.org
An ever increasing use of virtualization in various emerging scenarios, eg: Cloud
Computing, Software Defined Networks, Data Streaming Processing, asks Infrastructure …

A novel and one-stage embedding algorithm for mapping virtual networks

H Cao, J Chen, Y Guo, H Zhu… - 2018 24th Asia-Pacific …, 2018 - ieeexplore.ieee.org
Virtual network embedding (VNE) refers to the resource allocation problem in network
virtualization (NV). In the literature, researchers have proposed multiple VNE algorithms …

A continuous-decision virtual network embedding scheme relying on reinforcement learning

H Yao, S Ma, J Wang, P Zhang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Network Virtualization (NV) techniques allow multiple virtual network requests to beneficially
share resources on the same substrate network, such as node computational resources and …

FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Resource Allocation

T Wang, Q Fan, C Wang, L Yang, L Ding… - arXiv preprint arXiv …, 2024 - arxiv.org
Virtual network embedding (VNE) is an essential resource allocation task in network
virtualization, aiming to map virtual network requests (VNRs) onto physical infrastructure …

Robust deep reinforcement learning algorithm for VNF-FG embedding

A Bouroudi, A Outtagarts… - 2022 IEEE 47th …, 2022 - ieeexplore.ieee.org
Network slicing, also known as the virtual network embedding (VNE) problem, is an NP-hard
optimization problem. Compared to traditional approaches, the methods relying on deep …

Multi-domain non-cooperative VNF-FG embedding: A deep reinforcement learning approach

PTA Quang, A Bradai, KD Singh… - IEEE INFOCOM 2019 …, 2019 - ieeexplore.ieee.org
Network Function Virtualization (NFV) and service orchestration simplify the deployment and
management of network and telecommunication services. The deployment of these services …

Topology attribute and global resource-driven virtual network embedding algorithm via novel node-ranking approach

H Cao, L Yang - 2017 9th International Conference on Wireless …, 2017 - ieeexplore.ieee.org
Virtual Network Embedding (VNE) problem has been widely considered as an important
challenge in Network Virtualization (NV): how to embed virtual networks onto the shared …

Trusted Virtual Network Embedding in Blockchain-Based Smart Cyber-Physical Systems

C Li, Y Zhang, Y Zhang, P Zhang - 2022 IEEE/ACM 15th …, 2022 - ieeexplore.ieee.org
With the rapid development of cyber-physical systems (CPS), the rising variety of services in
different application scenarios has posed a serious challenge to the traditional network …

A latency-aware reward model based greedy heuristic for the virtual network embedding problem

F Bianchi, F Lo Presti - proceedings of the 10th EAI International …, 2017 - dl.acm.org
The increasing use of virtualization (eg, in Cloud Computing, Software Defined Networks),
demands to Infrastructure Providers (InPs) to optimize the placement of the virtual network …