Cloud media video encoding: review and challenges

被引:2
作者
Moina-Rivera, Wilmer [1 ]
Garcia-Pineda, Miguel [1 ]
Gutierrez-Aguado, Juan [1 ]
Alcaraz-Calero, Jose M. [2 ]
机构
[1] Univ Valencia, Dept Comp Sci, Ave Univ,s-n, Burjassot 46100, Valencia, Spain
[2] Univ West Scotland, Sch Comp Engn & Phys Sci, High St, Paisley PA1 2BE, Scotland
关键词
Cloud computing; Multimedia; Coding; Encoding; Transcoding; Review; Survey; TRANSCODING SYSTEM; ARCHITECTURE; FRAMEWORK; EFFICIENT;
D O I
10.1007/s11042-024-18763-2
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 recent years, Internet traffic patterns have been changing. Most of the traffic demand by end users is multimedia, in particular, video streaming accounts for over 53%. This demand has led to improved network infrastructures and computing architectures to meet the challenges of delivering these multimedia services while maintaining an adequate quality of experience. Focusing on the preparation and adequacy of multimedia content for broadcasting, Cloud and Edge Computing infrastructures have been and will be crucial to offer high and ultra-high definition multimedia content in live, real-time, or video-on-demand scenarios. For these reasons, this review paper presents a detailed study of research papers related to encoding and transcoding techniques in cloud computing environments. It begins by discussing the evolution of streaming and the importance of the encoding process, with a focus on the latest streaming methods and codecs. Then, it examines the role of cloud systems in multimedia environments and provides details on the cloud infrastructure for media scenarios. After doing a systematic literature review, we have been able to find 49 valid papers that meet the requirements specified in the research questions. Each paper has been analyzed and classified according to several criteria, besides to inspect their relevance. To conclude this review, we have identified and elaborated on several challenges and open research issues associated with the development of video codecs optimized for diverse factors within both cloud and edge architectures. Additionally, we have discussed emerging challenges in designing new cloud/edge architectures aimed at more efficient delivery of media traffic. This involves investigating ways to improve the overall performance, reliability, and resource utilization of architectures that support the transmission of multimedia content over both cloud and edge computing environments ensuring a good quality of experience for the final user.
引用
收藏
页码:81231 / 81278
页数:48
相关论文
共 97 条
  • [1] Delay-Sensitive Video Computing in the Cloud: A Survey
    Abdallah, Maha
    Griwodz, Carsten
    Chen, Kuan-Ta
    Simon, Gwendal
    Wang, Pin-Chun
    Hsu, Cheng-Hsin
    [J]. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2018, 14 (03)
  • [2] Ahrendt D., 2020, Living, working and COVID-19
  • [3] Al-hammouri M, 2018, I C COMP SYST APPLIC
  • [4] [Anonymous], 2018, 2018 IEEE WIRELESS C, DOI DOI 10.1109/WCNC.2018.8377402
  • [5] Anton M., 2021, Production media management: transforming media workflows by leveraging the cloud
  • [6] Sprocket: A Serverless Video Processing Framework
    Ao, Lixiang
    Izhikevich, Liz
    Voelker, Geoffrey M.
    Porter, George
    [J]. PROCEEDINGS OF THE 2018 ACM SYMPOSIUM ON CLOUD COMPUTING (SOCC '18), 2018, : 263 - 274
  • [7] Attaran M., 2019, Journal of Small Business Entrepreneurship, V31, P495, DOI DOI 10.1080/08276331.2018.1466850
  • [8] PCCP: Proactive Video Chunks Caching and Processing in edge networks
    Baccour, Emna
    Erbad, Aiman
    Bilal, Kashif
    Mohamed, Amr
    Guizani, Mohsen
    [J]. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2020, 105 : 44 - 60
  • [9] Software architectures of the convergence of cloud computing and the Internet of Things: A systematic literature review
    Banijamali, Ahmad
    Pakanen, Olli-Pekka
    Kuvaja, Pasi
    Oivo, Markku
    [J]. INFORMATION AND SOFTWARE TECHNOLOGY, 2020, 122
  • [10] Barais O, 2016, 2016 INT C TELECOMMU, P1, DOI [10.1109/TEMU.2016.7551918, DOI 10.1109/TEMU.2016.7551918]