Workload prediction and dynamic voltage scaling for MPEG decoding

被引:0
|
作者
Tan, Ying [1 ]
Malani, Parth [1 ]
Qiu, Qinru [1 ]
Wu, Qing [1 ]
机构
[1] SUNY Binghamton, Dept Elect & Comp Engn, Binghamton, NY 13902 USA
关键词
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper we present three efficient DVS techniques for an MPEG decoder. Their energy reduction is comparable to that of the optimal solution. A workload prediction model is also developed based on the block level statistics of each MPEG frame. Compared with previous works, the new model exhibits a remarkable improvement in accuracy of the prediction. The experimental results show that, with the new prediction model, the presented DVS techniques achieve more energy reduction than previous works while delivering the same Quality of Service (QoS).
引用
收藏
页码:911 / 916
页数:6
相关论文
共 50 条
  • [21] Dynamic thermal management for MPEG-2 decoding
    Lee, Wonbok
    Patel, Kimish
    Pedram, Massoud
    ISLPED '06: Proceedings of the 2006 International Symposium on Low Power Electronics and Design, 2006, : 316 - 321
  • [22] Coarse-Grained Learning-Based Dynamic Voltage Frequency Scaling for Video Decoding
    Guo, Jia
    Potkonjak, Miodrag
    PROCEEDINGS OF 2016 26TH INTERNATIONAL WORKSHOP ON POWER AND TIMING MODELING, OPTIMIZATION AND SIMULATION (PATMOS), 2016, : 84 - 91
  • [23] Adaptive voltage scaling and dynamic voltage frequency
    King, Oliver
    ELECTRONICS WORLD, 2017, 123 (1970): : 19 - 19
  • [24] Timing Error Prediction based Adaptive Voltage Scaling for Dynamic Variation Tolerance
    Shan, Weiwei
    Xu, Zhipeng
    2014 IEEE ASIA PACIFIC CONFERENCE ON CIRCUITS AND SYSTEMS (APCCAS), 2014, : 739 - 742
  • [25] Learning-Directed Dynamic Voltage and Frequency Scaling for Computation Time Prediction
    Chang, Ming-Feng
    Liang, Wen-Yew
    TRUSTCOM 2011: 2011 INTERNATIONAL JOINT CONFERENCE OF IEEE TRUSTCOM-11/IEEE ICESS-11/FCST-11, 2011, : 1023 - 1029
  • [26] Envelope Detection Based Workload Prediction for Partial Decoding Scheme
    Liu, Chen
    Jin, Xin
    Goto, Satoshi
    2012 IEEE ASIA PACIFIC CONFERENCE ON CIRCUITS AND SYSTEMS (APCCAS), 2012, : 53 - 56
  • [27] Effective Dynamic Thermal Management for MPEG-4 Decoding
    Yeo, Inchoon
    Lee, Heung Ki
    Kim, Eun Jung
    Yuni, Ki Hwan
    2007 IEEE INTERNATIONAL CONFERENCE ON COMPUTER DESIGN, VOLS, 1 AND 2, 2007, : 624 - +
  • [28] A Workload Sensitive Dynamic Scaling Matrix Multiplier Structure
    Qiao, Yuran
    Shen, Junzhong
    Xiao, Tao
    Yang, Qianming
    2016 8TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMMUNICATION NETWORKS (CICN), 2016, : 548 - 552
  • [29] A Dynamic Voltage Scaling Algorithm for Dynamic Workloads
    Albert Mo Kim Cheng
    Yan Wang
    Journal of Signal Processing Systems, 2008, 52 : 45 - 57
  • [30] A dynamic voltage scaling algorithm for dynamic workloads
    Cheng, Albert Mo Kim
    Wang, Yan
    JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2008, 52 (01): : 45 - 57