Scenario-Based Resource Prediction for QoS-Aware Media Processing

Media streams can be annotated with platform-independent scenario information to reflect frame-level decode complexity. This enables energy-efficient decoding, resource prediction, and quality-of-service management on single-core as well as multicore processors.

[1]  Margaret Martonosi,et al.  Runtime Power Monitoring in High-End Processors: Methodology and Empirical Data , 2003, MICRO.

[2]  Faouzi Kossentini,et al.  H.264/AVC baseline profile decoder complexity analysis , 2003, IEEE Trans. Circuits Syst. Video Technol..

[3]  Kevin Skadron,et al.  Control-theoretic dynamic frequency and voltage scaling for multimedia workloads , 2002, CASES '02.

[4]  S. Shlien,et al.  Guide to MPEG-1 audio standard , 1994, IEEE Trans. Broadcast..

[5]  David H. Albonesi,et al.  Selective cache ways: on-demand cache resource allocation , 1999, MICRO-32. Proceedings of the 32nd Annual ACM/IEEE International Symposium on Microarchitecture.

[6]  Christopher J. Hughes,et al.  Saving energy with architectural and frequency adaptations for multimedia applications , 2001, MICRO.

[7]  Margaret Martonosi,et al.  Wattch: a framework for architectural-level power analysis and optimizations , 2000, Proceedings of 27th International Symposium on Computer Architecture (IEEE Cat. No.RS00201).

[8]  Todd M. Austin,et al.  The SimpleScalar tool set, version 2.0 , 1997, CARN.

[9]  D. Mlynek,et al.  Implementing Real-time Video Decoding On Multimedia Processors By Complexity Prediction Techniques , 1998, International 1998 Conference on Consumer Electronics.

[10]  Lieven Eeckhout,et al.  Resource Prediction for Media Stream Decoding , 2007, 2007 Design, Automation & Test in Europe Conference & Exhibition.

[11]  Lieven Eeckhout,et al.  Exploiting media stream similarity for energy-efficient decoding and resource prediction , 2012, TECS.

[12]  Henk Corporaal,et al.  Application Scenarios in Streaming-Oriented Embedded-System Design , 2008, IEEE Design & Test of Computers.

[13]  Karthik Dantu,et al.  Frame-based dynamic voltage and frequency scaling for a MPEG decoder , 2002, ICCAD 2002.

[14]  Brad Calder,et al.  Phase tracking and prediction , 2003, ISCA '03.

[15]  Luca Benini,et al.  Contents provider-assisted dynamic voltage scaling for low energy multimedia applications , 2002, ISLPED '02.

[16]  D. Marpe,et al.  Video coding with H.264/AVC: tools, performance, and complexity , 2004, IEEE Circuits and Systems Magazine.

[17]  Lieven Eeckhout,et al.  Automated hardware-independent scenario identification , 2008, 2008 45th ACM/IEEE Design Automation Conference.

[18]  Samarjit Chakraborty,et al.  Using offline bitstream analysis for power-aware video decoding in portable devices , 2005, MULTIMEDIA '05.

[19]  Sander Stuijk,et al.  Automatic scenario detection for improved WCET estimation , 2005, Proceedings. 42nd Design Automation Conference, 2005..