Search Results - Virtual Network Function Forwarding Graph embedding*

Graph Neural Network-based Deep Reinforcement Learning algorithm for Virtual Network Function forwarding graph embedding in Space–Air–Ground Integrated Network

Authors: Liang Liu Tengxiang Jing Siyuan Tan et al.

Source: Engineering Applications of Artificial Intelligence. 156:111083

物联网中虚拟网络功能转发图算法设计. (Chinese)

Alternate Title: Virtual Network Function Forwarding Graph Design in IoT Networks. (English)

Authors: 任诚 刘静 王宇 et al.

Source: Journal of Frontiers of Computer Science & Technology; Jun2025, Vol. 19 Issue 6, p1632-1639, 8p

Subject Terms: SOFTWARE-defined networking, VIRTUAL networks, GRAPH algorithms, LINEAR programming, INTEGER programming

Virtual network function–forwarding graph embedding: A genetic algorithm approach

Authors: Tran Anh Quang Pham Jean‐Michel Sanner Cédric Morin et al.

Contributors: Tran Anh Quang Pham Jean‐Michel Sanner Cédric Morin et al.

Source: International Journal of Communication Systems. 33

Subject Terms: [INFO.INFO-NI] Computer Science [cs]/Networking and Internet Architecture [cs.NI], Service Function chain, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, Genetic algorithms, Network Function Virtualization, Routing

File Description: application/pdf

Access URL: https://hal.inria.fr/hal-02427993/file/Virtual_Network_Function_Forwarding_Graph_Embedding__A_genetic_algorithm_approach%282%29.pdf
https://inria.hal.science/hal-02427993v1/document
https://inria.hal.science/hal-02427993v1
https://doi.org/10.1002/dac.4098
https://dblp.uni-trier.de/db/journals/ijcomsys/ijcomsys33.html#QuangSMA20
https://hal.inria.fr/hal-02427993/document
https://hal.inria.fr/hal-02427993
https://onlinelibrary.wiley.com/doi/pdf/10.1002/dac.4098

Virtual network function forwarding graph embedding in 5g and post 5g networks

Authors: Hadjadj-Aoul, Yassine Hadjadj Aoul, Yassine

Contributors: Hadjadj-Aoul, Yassine Hadjadj Aoul, Yassine

Subject Terms: [INFO.INFO-NI] Computer Science [cs]/Networking and Internet Architecture [cs.NI]

File Description: application/pdf

Access URL: https://inria.hal.science/hal-02443170v1

Virtual Network Function Embedding under Nodal Outage Using Deep Q-Learning

Authors: Swarna Bindu Chetty Hamed Ahmadi Sachin Sharma et al.

Source: Future Internet, Vol 13, Iss 3, p 82 (2021)

Subject Terms: network function virtualization, deep Q-learning, virtual network function forwarding graph embedding (VNF-FGE), Information technology, T58.5-58.64

File Description: electronic resource

Relation: https://www.mdpi.com/1999-5903/13/3/82; https://doaj.org/toc/1999-5903

Access URL: https://doaj.org/article/522bff1cab434aa98e1adb2597e1358d

Virtual network forwarding graph embedding based on Tabu Search

Authors: Wenzhe Wang Lei Bo Defang Lee et al.

Source: 2017 9th International Conference on Wireless Communications and Signal Processing (WCSP). :1-6

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://dblp.uni-trier.de/db/conf/wcsp/wcsp2017.html#WangHLPB17
https://ieeexplore.ieee.org/document/8171072/
https://doi.org/10.1109/WCSP.2017.8171072
http://ieeexplore.ieee.org/document/8171072/

Virtual network function–forwarding graph embedding: A genetic algorithm approach.

Authors: Pham, Tran Anh Quang Sanner, Jean‐Michel Morin, Cédric et al.

Source: International Journal of Communication Systems; 7/10/2020, Vol. 33 Issue 10, p1-20, 20p

Subject Terms: VIRTUAL networks, GENETIC algorithms, TELECOMMUNICATION systems, TELECOMMUNICATIONS services, COMPUTATIONAL complexity, ASSIGNMENT problems (Programming), EMBEDDINGS (Mathematics)

Single and Multi-Domain Adaptive Allocation Algorithms for VNF Forwarding Graph Embedding

Authors: Pham Tran Anh Quang Abbas Bradai Kamal Deep Singh et al.

Contributors: Pham Tran Anh Quang Abbas Bradai Kamal Deep Singh et al.

Source: IEEE Transactions on Network and Service Management

Subject Terms: VNF, Network function virtualization, [INFO.INFO-NI] Computer Science [cs]/Networking and Internet Architecture [cs.NI], Orchestration, VNF-FG, 02 engineering and technology, Approximation algorithm, Virtualisation, Distributed optimization, [INFO.INFO-NI]Computer Science [cs]/Networking and Internet Architecture [cs.NI], 0202 electrical engineering, electronic engineering, information engineering, Network function virtualization VNF-FG embedding Multi-domain orchestration Approximation algorithm Distributed optimization, VNF-FG embedding, Multi-domain orchestration

File Description: ELETTRONICO

Access URL: https://ieeexplore.ieee.org/document/8494813/
https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=8494813
https://hal.archives-ouvertes.fr/hal-01904442
https://dl.acm.org/doi/10.1109/TNSM.2018.2876623
https://dblp.uni-trier.de/db/journals/tnsm/tnsm16.html#QuangBSPR19

A Deep Reinforcement Learning Approach for VNF Forwarding Graph Embedding

Authors: Pham Tran Anh Quang Yassine Hadjadj-Aoul Abdelkader Outtagarts et al.

Contributors: Pham Tran Anh Quang Yassine Hadjadj-Aoul Abdelkader Outtagarts et al.

Source: IEEE Transactions on Network and Service Management. 16:1318-1331

Subject Terms: Deep reinforcement learning, Network function virtualization, [INFO.INFO-NI] Computer Science [cs]/Networking and Internet Architecture [cs.NI], 0202 electrical engineering, electronic engineering, information engineering, VNF-FG embedding, 02 engineering and technology, Quality of Services

File Description: application/pdf

Access URL: https://hal.inria.fr/hal-02427641/file/VNF_FG_embedding__EEDDPG.pdf
https://inria.hal.science/hal-02427641v1
https://inria.hal.science/hal-02427641v1/document
https://doi.org/10.1109/tnsm.2019.2947905
https://hal.inria.fr/hal-02427641/document
https://dblp.uni-trier.de/db/journals/tnsm/tnsm16.html#QuangAO19
https://hal.inria.fr/hal-02427641
https://ieeexplore.ieee.org/document/8873660/

Online virtual network function placement in 5G networks.

Authors: Esfandyari, Alborz Zali, Zeinab Hashemi, Massoud Reza

Source: Computing. May2025, Vol. 107 Issue 5, p1-28. 28p.

A survey of VNF forwarding graph embedding in B5G/6G networks.

Authors: Zhang, Biao Fan, Qilin Zhang, Xu et al.

Source: Wireless Networks (10220038). Jul2024, Vol. 30 Issue 5, p3735-3758. 24p.

Subject Terms: *VIRTUAL networks, *COST control, *PROBLEM solving, *ACADEMIA

A comparative analysis of two‐stage approaches for embedding network function virtualization enabled multicast services.

Authors: Asgarian, Mina Mirjalily, Ghasem

Source: IET Communications (Wiley-Blackwell). Aug2024, Vol. 18 Issue 13, p778-788. 11p.

Subject Terms: *COMPUTER network management, *TELECOMMUNICATIONS services, *VIRTUAL networks, *COMPUTATIONAL complexity, *GRAPH theory, *MULTICASTING (Computer networks)

Virtual network function deployment algorithm based on graph convolution deep reinforcement learning.

Authors: Qiu, Rixuan Bao, Jiawen Li, Yuancheng et al.

Source: Journal of Supercomputing; Apr2023, Vol. 79 Issue 6, p6849-6870, 22p

Subject Terms: REINFORCEMENT learning, VIRTUAL networks, MACHINE learning, GRAPH algorithms, LINEAR programming, INTEGER programming, QUALITY of service

A forwarding graph embedding algorithm exploiting regional topology information.

Authors: Hu, Hong-chao Zhang, Fan Mao, Yu-xing et al.

Source: Frontiers of Information Technology & Electronic Engineering; Nov2017, Vol. 18 Issue 11, p1854-1866, 13p

Virtual Network Function Embedding under Nodal Outage Using Deep Q-Learning.

Authors: Chetty, Swarna Bindu Ahmadi, Hamed Sharma, Sachin et al.

Source: Future Internet. Mar2021, Vol. 13 Issue 3, p82-82. 1p.

Subject Terms: *Problem solving, Virtual networks, Reinforcement learning, NP-hard problems, Linear programming, Integer programming, Electric network topology, Divergence theorem

Single and Multi-Domain Adaptive Allocation Algorithms for VNF Forwarding Graph Embedding.

Authors: Quang, Pham Tran Anh Bradai, Abbas Singh, Kamal Deep et al.

Source: IEEE Transactions on Network & Service Management; Mar2019, Vol. 16 Issue 1, p98-112, 15p

A Practical Near Optimal Deployment of Service Function Chains in Edge-to-Cloud Networks

Authors: Behravesh, Rasoul Breitgand, David Lorenz, Dean H. et al.

Index Terms: Computer Science - Networking and Internet Architecture, text

URL: http://arxiv.org/abs/2401.07611

Energy efficient VNF-FG embedding via attention-based deep reinforcement learning

Authors: Houidi, Omar Soualah, Oussama Houidi, Ines et al.

Contributors: Houidi, Omar Soualah, Oussama Houidi, Ines et al.

Source: CNSM 2023 : 19th International Conference on Network and Service Managemen ; 19th International Conference on Network and Service Management (CNSM) ; https://hal.science/hal-04389419 ; 19th International Conference on Network and Service Management (CNSM), Oct 2023, Niagara Falls, France. pp.1-7, ⟨10.23919/CNSM59352.2023.10327825⟩

Subject Terms: Energy efficiency, Deep Reinforcement Learning, Attention, Multi-Agent, Virtual Network Function Embedding, [INFO.INFO-NI]Computer Science [cs]/Networking and Internet Architecture [cs.NI], [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]

Subject Geographic: Niagara Falls, France

Availability: https://hal.science/hal-04389419
https://hal.science/hal-04389419v1/document
https://hal.science/hal-04389419v1/file/1570932953.pdf
https://doi.org/10.23919/CNSM59352.2023.10327825

A forwarding graph embedding algorithm exploiting regional topology information

Authors: Hong-chao Hu Fan Zhang Yu-xing Mao et al.

Source: Frontiers of Information Technology & Electronic Engineering. 18:1854-1866

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://academic.hep.com.cn/fitee/EN/10.1631/FITEE.1601404
https://doi.org/10.1631/FITEE.1601404
https://journal.hep.com.cn/ckcest/fitee/EN/10.1631/FITEE.1601404
https://dblp.uni-trier.de/db/journals/jzusc/jzusc18.html#HuZMW17
https://link.springer.com/article/10.1631/FITEE.1601404
http://dblp.uni-trier.de/db/journals/jzusc/jzusc18.html#HuZMW17

A Deep Reinforcement Learning Approach for VNF Forwarding Graph Embedding.

Authors: Quang, Pham Tran Anh Hadjadj-Aoul, Yassine Outtagarts, Abdelkader

Source: IEEE Transactions on Network & Service Management; Dec2019, Vol. 16 Issue 4, p1318-1331, 14p