Energy Consumption and Carbon Footprint of Modern Video Decoding Software

被引:3
|
作者
Chachou, Taieb [1 ]
Hamidouche, Wassim [2 ,3 ]
Fezza, Sid Ahmed [4 ]
Belalem, Ghalem [1 ]
机构
[1] Univ Oran1, Fac Exact & Appl Sci, LIO Lab, Es Senia, Algeria
[2] Univ Rennes, INSA Rennes, CNRS, IETR UMR 6164, Rennes, France
[3] Technol Innovat Inst, POB 9639, Abu Dhabi, U Arab Emirates
[4] Natl Higher Sch Telecommun & ICT, Oran, Algeria
关键词
Video decoding; CO2; emissions; Energy consumption; AVC; HEVC; VP9; AV1; VVC; Video quality;
D O I
10.1109/MMSP59012.2023.10337654
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
The estimation of energy consumption has become vital in developing eco-friendly and sustainable video streaming solutions to monitor CO2 emissions. In this paper, we seek to evaluate and compare the energy consumption and CO2 emissions of the decoding process related to three popular video coding standards, namely AVC, HEVC, VVC, along with two video formats VP9, and AV1 through their real-time software decoders, including h264, hevc, VVdeC/OpenVVC, vp9, and libdav1d. The evaluation is conducted on two types of consumer hardware, desktop PC and laptop. To ensure a fair evaluation, we also assess the coding efficiency of software encoder implementations using three objective quality metrics. The experimental results revealed that the h264 decoder consumes the lowest energy and is associated with the lowest CO2 emissions compared to other decoders on both hardware platforms. On the other hand, the VVenC encoder enhances coding efficiency at the cost of increased decoding energy consumption and CO2 emissions, particularly noticeable in the case of the OpenVVC decoder. Meanwhile, x265/hevc achieves a compelling balance between coding efficiency and decoding energy consumption. The full results of this work are available at https://decodingenergy.github. io/decoding_energy_co2.html.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Energy Consumption and Carbon Emissions of Modern Software Video Encoders
    Chachou, Taieb
    Hamidouche, Wassim
    Fezza, Sid Ahmed
    Belalem, Ghalem
    IEEE CONSUMER ELECTRONICS MAGAZINE, 2024, 13 (06) : 73 - 91
  • [2] Water footprint and carbon footprint of the energy consumption in sunflower agroecosystems
    Yousefi, Mohammad
    Khoramivafa, Mahmud
    Damghani, Abdolmajid Mahdavi
    ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2017, 24 (24) : 19827 - 19834
  • [3] Water footprint and carbon footprint of the energy consumption in sunflower agroecosystems
    Mohammad Yousefi
    Mahmud Khoramivafa
    Abdolmajid Mahdavi Damghani
    Environmental Science and Pollution Research, 2017, 24 : 19827 - 19834
  • [4] The energy consumption and carbon footprint of the LOFAR telescope
    Gert Kruithof
    Cees Bassa
    Irene Bonati
    Wim van Cappellen
    Anne Doek
    Nico Ebbendorf
    Marchel Gerbers
    Michiel van Haarlem
    Ronald Halfwerk
    Hanno Holties
    Simone Kajuiter
    Vlad Kondratiev
    Henri Meulman
    Roberto Pizzo
    Timothy Shimwell
    John Swinbank
    Experimental Astronomy, 2023, 56 : 687 - 714
  • [5] Dataset on bitcoin carbon footprint and energy consumption
    Sarkodie, Samuel Asumadu
    Owusu, Phebe Asantewaa
    DATA IN BRIEF, 2022, 42
  • [6] The energy consumption and carbon footprint of the LOFAR telescope
    Kruithof, Gert
    Bassa, Cees
    Bonati, Irene
    van Cappellen, Wim
    Doek, Anne
    Ebbendorf, Nico
    Gerbers, Marchel
    van Haarlem, Michiel
    Halfwerk, Ronald
    Holties, Hanno
    Kajuiter, Simone
    Kondratiev, Vlad
    Meulman, Henri
    Pizzo, Roberto
    Shimwell, Timothy
    Swinbank, John
    EXPERIMENTAL ASTRONOMY, 2023, 56 (2-3) : 687 - 714
  • [7] Energy consumption and carbon footprint of perovskite solar cells
    Carneiro, Ana L.
    Martins, Antonio A.
    Duarte, Vera C. M.
    Mata, Teresa M.
    Andrade, Luisa
    ENERGY REPORTS, 2022, 8 : 475 - 481
  • [8] HEVC hardware vs software decoding: An objective energy consumption and
    Khernache, Mohammed Bey Ahmed
    Benmoussa, Yahia
    Boukhobza, Jalil
    Menard, Daniel
    JOURNAL OF SYSTEMS ARCHITECTURE, 2021, 115
  • [9] Energy use Online video has a big carbon footprint
    Le Page, Michael
    NEW SCIENTIST, 2019, 243 (3239) : 15 - 15
  • [10] Temporospatial changes of carbon footprint based on energy consumption in China
    Chuai Xiaowei
    Lai Li
    Huang Xianjin
    Zhao Rongqin
    Wang Wanjing
    Chen Zhigang
    JOURNAL OF GEOGRAPHICAL SCIENCES, 2012, 22 (01) : 110 - 124