EN
Multi-Criteria Priority RED Queuing (MCPRQ): A novel approach to enhance queue management and quality of service in IPv6 networks
Abstract
This study aims to develop a new DiffServ queue model and AQM (Active Queue Management) model to improve the quality of service in real-time internet applications. This model, called MCPRQ (Multi-Criteria Priority RED Queuing), aims to provide more effective queue management by evaluating packets according to their priority levels, sizes, and waiting times within the scope of the DiffServ architecture. This evaluation is performed using the Analytical Hierarchy Process (AHP) and integrated with the RED (Random Early Detection) algorithm to provide a solution to increase the quality of service in queue management. The MCPRQ model has been tested with the OMNeT++ simulator in IPv6 networks and has achieved successful results compared to commonly used queue structures. Its low packet loss has attracted attention, especially in low-density networks, and low average delay in high-density networks. This shows that MCPRQ offers a significant advantage in flexibility and scalability. As a result, the MCPRQ model effectively manages congestion in medium and high-density networks while providing better performance by preserving the quality of service in real-time applications.
Keywords
References
- [1] Naeem EA, Abdelaal AEA, Eyssa AA, Al Azrak FM, Ahmed RA, Hassan ES, et al. Efficient signal and protocol level security for network communication. International Journal of Speech Technology. 2020; 23(2):399-424.
- [2] Ahmed S, Ali M, Baz A, Alhakami H, Akbar B, Khan IA, et al. A Design of Packet Scheduling Algorithm to Enhance QoS in High-Speed Downlink Packet Access (HSDPA) Core Network. International Journal of Advanced Computer Science and Applications. 2020;11(4):596-602.
- [3] Aureli D, Cianfrani A, Diamanti A, Vilchez JMS, Secci S, Ieee. Going Beyond DiffServ in IP Traffic Classification. NOMS 2020 - PROCEEDINGS OF THE 2020 IEEE/IFIP NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM 2020: MANAGEMENT IN THE AGE OF SOFTWARIZATION AND ARTIFICIAL INTELLIGENCE2020.
- [4] Hassan ES, Abdelaal AEA, Oshaba AS, El-Emary A, Dessouky MI, El-Samie FEA. Optimizing bandwidth utilization and traffic control in ISP networks for enhanced smart agriculture. PLoS One. 2024; 19(3):e0300650.
- [5] Floyd S, Jacobson V. Random early detection gateways for congestion avoidance. IEEE/ACM Transactions on networking. 1993; 1(4):397-413.
- [6] Oleiwi HW, Saeed N, Al-Taie HL, Mhawi DN. Evaluation of Differentiated Services Policies in Multihomed Networks Based on an Interface-Selection Mechanism. Sustainability. 2022;14(20).
- [7] Strzeciwilk D. Timed Petri Nets for Modeling and Performance Evaluation of a Priority Queueing System. Energies. 2023;16(23).
- [8] Xue JH, Wu Y, Tao J, Zhang YL, Ieee. Research on Campus Network Based on QoS Technology. 2020 IEEE 3RD INTERNATIONAL CONFERENCE ON INFORMATION COMMUNICATION AND SIGNAL PROCESSING (ICICSP 2020)2020. p. 418-23.
Details
Primary Language
English
Subjects
Networking and Communications
Journal Section
Research Article
Early Pub Date
November 22, 2024
Publication Date
December 31, 2024
Submission Date
October 1, 2024
Acceptance Date
November 1, 2024
Published in Issue
Year 2024 Volume: 4 Number: 2