NDRA: An Efficient Multi-Objective Optimal Routing Algorithm Using Pareto Domination

被引:0
作者
Wei, Xinghai [1 ]
Yuan, Jie [1 ]
Li, Xiaoyong [1 ]
Liu, Dongxiao [1 ]
机构
[1] Beijing Univ Posts & Telecommun, Beijing, Peoples R China
来源
PROCEEDINGS OF THE 2023 THE 18TH WORKSHOP ON MOBILITY IN THE EVOLVING INTERNET ARCHITECTURE, MOBIARCH 2023 | 2023年
基金
中国国家自然科学基金;
关键词
routing algorithm; multi-objective optimization; differentiated service delivery; SDN;
D O I
10.1145/3615587.3615986
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Rapid advancements in the Internet have presented new demands for next-generation communication networks. Despite promising techniques such as APN6 and SRV6 have been proposed, research on multi-objective optimal routing, which serves as the fundamental basis for differentiated service delivery, remains limited. Consequently, this paper aims to bridge this research gap by introducing an efficient routing algorithm, NDRA, for multi-objective optimization. The proposed algorithm utilizes the Dijkstra algorithm as the backbone. Besides, a pruning process referring to the term of Pareto domination is introduced to avoid unnecessary path exploration. Evaluations demonstrate that compared to existing methods, our algorithm guarantees that a set of optimal solutions will be found and the computational overhead is affordable across different network scenarios.
引用
收藏
页码:19 / 24
页数:6
相关论文
共 18 条
[1]   Hybrid SDN Networks: A Survey of Existing Approaches [J].
Amin, Rashid ;
Reisslein, Martin ;
Shah, Nadir .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2018, 20 (04) :3259-3306
[2]   Distributed SDN Control: Survey, Taxonomy, and Challenges [J].
Bannour, Fetia ;
Souihi, Sami ;
Mellouk, Abdelhamid .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2018, 20 (01) :333-354
[3]  
Bhatia R, 2015, IEEE INFOCOM SER
[4]   Reliable services in MPLS [J].
Chen, TM ;
Oh, TH .
IEEE COMMUNICATIONS MAGAZINE, 1999, 37 (12) :58-62
[5]   Explicit allocation of best-effort packet delivery service [J].
Clark, DD ;
Fang, WJ .
IEEE-ACM TRANSACTIONS ON NETWORKING, 1998, 6 (04) :362-373
[6]   Secure and Robust Multi-Constrained QoS Aware Routing Algorithm for VANETs [J].
Eiza, Mahmoud Hashem ;
Owens, Thomas ;
Ni, Qiang .
IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING, 2016, 13 (01) :32-45
[7]   Finding Multi-Constrained Multiple Shortest Paths [J].
Feng, Gang ;
Korkmaz, Turgay .
IEEE TRANSACTIONS ON COMPUTERS, 2015, 64 (09) :2559-2572
[8]   Unicast QoS Routing Algorithms for SDN: A Comprehensive Survey and Performance Evaluation [J].
Guck, Jochen W. ;
Van Bemten, Amaury ;
Reisslein, Martin ;
Kellerer, Wolfgang .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2018, 20 (01) :388-415
[9]   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
[10]   Traffic Steering for Service Function Chaining [J].
Hantouti, Hajar ;
Benamar, Nabil ;
Taleb, Tarik ;
Laghrissi, Abdelquoddous .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2019, 21 (01) :487-507