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| 題名: | 基於不同排程器之 MPQUIC 結合 D-OLIA 的效能評估—以LTE 與 5G 網路為例
Performance Evaluation of MPQUIC with D-OLIA under Various Schedulers in LTE and 5G Networks |
| 作者: | 王雋元
Wang, Chun-Yuan |
| 貢獻者: | 蔡子傑
Tsai, Tzu-Chieh
王雋元
Wang, Chun-Yuan |
| 關鍵詞: | QUIC
網路模擬
多路徑傳輸
QUIC
Network simulation
Multipath transmission |
| 日期: | 2025 |
| 上傳時間: | 2025-09-01 16:19:18 (UTC+8) |
| 摘要: | 隨著5G通訊與多媒體串流應用的普及，提升網路傳輸效率與可靠性成為研究重點；然而，雖然TCP協定已經被調校至最符合現代網路傳輸的需求了，還是有需多不夠完整的部分，比如對於傳輸過程的加密需要額外的應用程式、經常遇到Head-of-Line（HoL）阻塞等問題。因此，如何在不修改原有架構的前提上，又保留TCP/UDP的優點，並且額外添加一些有利於傳輸的功能，成為了近年來對於傳輸的主要研究方向。
本研究以QUIC為出發點，並且採用多路徑傳輸協議--MPQUIC為傳輸方式，來模擬網路實體層為LTE、5G網路時的傳送，並且採用了D-OLIA混合式壅塞控制演算法進行實作，於ns-3網路模擬平台進行效能分析。從研究結果顯示，透過在MPQUIC中實作D-OLIA演算法，能有效提升多路徑傳輸的效能，特別是在異質網路環境（如LTE與5G的混合網路）中，能更迅速地適應網路變化，減少延遲與提高頻寬利用率。
With the widespread adoption of 5G communications and multimedia streaming applications, improving network transmission efficiency and reliability has become a key research focus. Although the TCP protocol has been optimized to meet modern networking demands, several limitations remain, such as the need for additional applications to enable encryption during transmission and frequent occurrences of Head-of-Line (HoL) blocking. Therefore, recent research has focused on enhancing transmission performance by introducing new functionalities while retaining the advantages of TCP/UDP and without modifying the existing network architecture.
This study is based on QUIC and employs MPQUIC, a multipath transmission protocol, to simulate data transmission over LTE and 5G networks. A hybrid congestion control algorithm, D-OLIA, was implemented on the ns-3 network simulation platform to evaluate its performance. The results demonstrate that integrating D-OLIA into MPQUIC significantly improves multipath transmission performance, particularly in heterogeneous network environments (such as mixed LTE and 5G networks), by enabling faster adaptation to network variations, reducing latency, and improving bandwidth utilization. |
| 參考文獻: | [1] Alvise De Biasio, Federico Chiariotti, Michele Polese, Andrea Zanella, and Michele Zorzi. 2019. A QUIC Implementation for ns-3. In Proceedings of the 2019 Workshop on ns-3 (WNS3 '19). Association for Computing Machinery, New York, NY, USA, 1–8.
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[13] Y. He, C. Liu, C. Lin, J. Ren and Y. Xu, “Fairness Analysis of Deep Reinforcement Learning based Multi-path QUIC Scheduling,” in Proceedings of the 2023 IEEE 48th Conference on Local Computer Networks (LCN), Daytona Beach, FL, USA, 2023, pp. 362–365
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[15] D. Scharnitzky, Z. Krämer, S. Molnár and A. Mihály, “Real-time Emulation of MASQUE-based QUIC Proxying in LTE Networks using ns-3,” in Proceedings of the 2023 2nd Asia Conference on Algorithms, Computing and Machine Learning (CACML 2023), Shanghai, China, Mar. 2023, pp. 581–586.
[16] G. Meng and K. B. Letaief, “Quick Multimedia Data Transfer with QUIC,” in IEEE Wireless Communications, vol. 28, no. 3, pp. 57–63, Jun. 2021
[17] K. D. Nguyen, A. Virdis, G. Stea and F. Barcella, “FTM-ns3: WiFi Fine Time Measurements for ns-3,” in Proceedings of the 2022 Workshop on ns-3 (WNS3), Rome, Italy, Jun. 2022, pp. 1–8 |
| 描述: | 碩士
國立政治大學
資訊科學系碩士在職專班
112971008 |
| 資料來源: | http://thesis.lib.nccu.edu.tw/record/#G0112971008 |
| 資料類型: | thesis |
| 顯示於類別: | [資訊科學系碩士在職專班] 學位論文
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