Service Function Chain Deployment With VNF-Dependent Software Migration in Multi-Domain Networks

被引:1
作者
Zhang, Yuhan [1 ]
Wang, Ran [1 ]
Hao, Jie [1 ]
Wu, Qiang [1 ]
Teng, Yidan [2 ]
Wang, Ping [3 ]
Niyato, Dusit [4 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Comp Sci & Technol, Nanjing 211106, Peoples R China
[2] Shenzhen Polytech Univ, Dept Artificial Intelligence, Shenzhen 518055, Peoples R China
[3] York Univ, Lassonde Sch Engn, Dept Elect Engn & Comp Sci, Toronto, ON M3J1P3, Canada
[4] Nanyang Technol Univ, Coll Comp & Data Sci, Singapore City 639798, Singapore
基金
新加坡国家研究基金会; 中国国家自然科学基金;
关键词
Multi-domain networks; software defined network (SDN); service function chain (SFC) deployment; VNF-dependent software migration; low latency; cost effective; RESOURCE OPTIMIZATION; ENERGY-EFFICIENT; COST-EFFICIENT; MANAGEMENT; PLACEMENT; CLOUD; EDGE; NFV; ORCHESTRATION;
D O I
10.1109/TMC.2024.3514173
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the 6G era, user demand for low-latency, cost-effective extreme services such as extended reality (XR) and holographic communications has significantly increased. Multi-domain networks, known for their vast capacity and coverage, are essential in fulfilling the growing demand for high-performance services. Despite their potential, these networks face challenges with domain isolation, requiring a software defined network (SDN) controller for inter-domain communication. Network function virtualization (NFV) enhances flexibility of service delivery with customizable service function chain (SFC), yet prior research falls short in delivering low-latency, cost-efficient services in multi-domain NFV networks alongside an unreasonable assumption that software on physical nodes can support the execution of all virtualization network functions (VNFs). In this paper, we study the problem of SFC deployment with VNF-dependent software migration (SD-VDSM) in multi-domain networks. Particularly, we first formulate the problem by setting an objective to minimize the end-to-end communication delay and the associated costs of service provisioning, while simultaneously ensuring load balancing across multi-domain networks. However, complexity of the issue escalates to an intractable level due to the intertwined nature of SFC deployment strategies and VNF-dependent software migration tactics, which mutually influence each other intricately. To tackle this issue, we propose an innovative heuristic algorithm, designated as the Joint SFC Deployment with VNF-Dependent Software Migration Algorithm (JSD-VDSMA). Comprising three fundamental steps, this algorithm is crafted to adeptly resolve the complexities of service provisioning across multi-domain networks. A suite of rigorous experimental assessments is detailed, demonstrating the capability of our proposed JSD-VDSMA. Through these comparative analyses, we demonstrate its effectiveness not only to increase the service acceptance rate but also to diminish both the end-to-end communication delay and resource utilization costs in comparison to its counterparts.
引用
收藏
页码:3685 / 3702
页数:18
相关论文
共 49 条
[1]   A Survey on Resource Management for 6G Heterogeneous Networks: Current Research, Future Trends, and Challenges [J].
Alhashimi, Hayder Faeq ;
Hindia, M. H. D. Nour ;
Dimyati, Kaharudin ;
Hanafi, Effariza Binti ;
Safie, Nurhizam ;
Qamar, Faizan ;
Azrin, Khairul ;
Nguyen, Quang Ngoc .
ELECTRONICS, 2023, 12 (03)
[2]   MOSC: a method to assign the outsourcing of service function chain across multiple clouds [J].
Chen, Huan ;
Wang, Xiong ;
Zhao, Yangming ;
Song, Tongyu ;
Wang, Yang ;
Xu, Shizhong ;
Li, Lemin .
COMPUTER NETWORKS, 2018, 133 :166-182
[3]  
da Cruz Marcuzzo Leonardo, 2017, 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), P885, DOI 10.23919/INM.2017.7987396
[4]   SCHE2MA: Scalable, Energy-Aware, Multidomain Orchestration for Beyond-5G URLLC Services [J].
Dalgkitsis, Anestis ;
Garrido, Luis A. ;
Rezazadeh, Farhad ;
Chergui, Hatim ;
Ramantas, Kostas ;
Vardakas, John S. ;
Verikoukis, Christos .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 24 (07) :7653-7663
[5]   An Approach for Service Function Chain Routing and Virtual Function Network Instance Migration in Network Function Virtualization Architectures [J].
Eramo, Vincenzo ;
Miucci, Emanuele ;
Ammar, Mostafa ;
Lavacca, Francesco Giacinto .
IEEE-ACM TRANSACTIONS ON NETWORKING, 2017, 25 (04) :2008-2025
[6]   Trusted Cloud-Edge Network Resource Management: DRL-Driven Service Function Chain Orchestration for IoT [J].
Guo, Shaoyong ;
Dai, Yao ;
Xu, Siya ;
Qiu, Xuesong ;
Qi, Feng .
IEEE INTERNET OF THINGS JOURNAL, 2020, 7 (07) :6010-6022
[7]   Latency and Mobility-Aware Service Function Chain Placement in 5G Networks [J].
Harutyunyan, Davit ;
Shahriar, Nashid ;
Boutaba, Raouf ;
Riggio, Roberto .
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2022, 21 (05) :1697-1709
[8]   Maximizing Throughput of Delay-Sensitive NFV-Enabled Request Admissions via Virtualized Network Function Placement [J].
Huang, Meitian ;
Liang, Weifa ;
Ma, Yu ;
Guo, Song .
IEEE TRANSACTIONS ON CLOUD COMPUTING, 2021, 9 (04) :1535-1548
[9]  
I.-. G. promotion group, 2021, 6G network architecture vision and key technology outlook white paper
[10]  
Jin PP, 2020, IEEE INFOCOM SER, P267, DOI [10.1109/INFOCOM41043.2020.9155345, 10.1109/infocom41043.2020.9155345]