International Journal of Multimedia Computing, 2026, 7(1); doi: 10.38007/IJMC.2026.070103.
Da Xu
Video Infra, Meta, Menlo Park, 94025, CA, US
With the explosive growth of video content consumption, the role of video infrastructure in ensuring the quality of large-scale content services is becoming increasingly prominent. This article starts from the composition of video infrastructure and content quality evaluation system, analyzes the main problems in broadband transmission, algorithm processing, and terminal adaptation, proposes optimization strategies such as multi-level scheduling network, adaptive rate control, and fusion coordination mechanism, and explores how measures can accelerate information transmission, stable video playback, and customer satisfaction. Research has shown that improving video infrastructure contributes to the overall level of information services, as well as guiding technological upgrades of related platforms and increasing customer satisfaction.
Video Infrastructure; Content Quality; Transmission Efficiency
Da Xu. Analysis of the impact of video infrastructure optimization on large-scale content quality improvement. International Journal of Multimedia Computing (2026), Vol. 7, Issue 1: 19-26. https://doi.org/10.38007/IJMC.2026.070103.
[1] Zhang C, Li M. Three-stage ocean wave elements extraction using deep learning based on in-situ monocular videos from offshore infrastructure [J]. Ocean Engineering, 2024, 313(P1):119356-119356.
[2] Švorc David, Tichý Tomáš, Růžička Miroslav. Use of One-Stage Detector and Feature Detector in Infrared Video on Transport Infrastructure and Tunnels [J]. Sustainability, 2023, 15(3):2122-2122.
[3] Fan R, Zhao J, Guo Z, et al. Study on particle size and density segregation law in the separating process of poor quality coal with high gangue content under the action of composite force field [J]. International Journal of Coal Preparation and Utilization, 2025, 45(5):1114-1134.
[4] Motallebi A A, Shahir H M, Nemati H M. Effects of dietary L-leucine supplementation on performance, egg quality, serum biochemical parameters, antibody titer, and egg cholesterol content of laying hens. [J]. Poultry science, 2025, 104(7):105237.
[5] Zhao L, Xiao Y, Shang Y, et al. Cooling Efficiency of Two-Phase Closed Thermosyphon Installed in Cast-in-Place Pile Foundation for Overhead Transmission Lines in High-Latitude Permafrost Regions [J]. Processes, 2025, 13(4):1080-1080.
[6] Du Q, Yang G, Wang W, et al. Modeling and Analysis of Transmission Efficiency for 3K Planetary Gearbox with Flexure-Based Carrier for Backdrivable Robot Joints [J]. Actuators, 2025, 14(4):173-173.
[7] Lu, Z. (2025). Design and Practice of AI Intelligent Mentor System for DevOps Education. European Journal of Education Science, 1(3), 25-31.
[8] Yu, X. (2025). Application Analysis of User Behavior Segmentation in Enhancing Customer Lifetime Value. Journal of Humanities, Arts and Social Science, 9(10).
[9] Dingyuan Liu. The Relationship between Household Consumption Pattern Changes under Disasters and the Recovery of Business Ecosystems. Academic Journal of Business & Management (2025), Vol. 7, Issue 12: 151-156.
[10] Zheng, H. (2025). Research on Delay-aware Scheduling Algorithms for Edge Task Migration in High-concurrency Environments. Engineering Advances, 5(4).