A Platform-Independent Methodology for Performance Estimation of Multimedia Signal Processing Applications

A methodological framework for performance estimation of multimedia signal processing applications on different implementation platforms is presented. The methodology derives a complexity profile which is characteristic for an application, but completely platform-independent. By correlating the complexity profile with platform-specific data, performance estimation results for different platforms are obtained. The methodology is based on a reference software implementation of the targeted application, but is, in constrast to instruction-level profiling-based approaches, fully independent of its optimization degree. The proposed methodology is demonstrated by example of an MPEG-4 Advanced Simple Profile (ASP) video decoder. Performance estimation results are presented for two different platforms, a specialized VLIW media processor and an embedded general-purpose RISC processor, showing a high accuracy of he methodology. The approach can be employed to assist in design decisions in the specification phase of new architectures, in the selection process of a suitable target platform for a multimedia application, or in the optimization stage of a software implementation on a specific platform.Hans-Joachim Stolberg received the Dipl.-Ing. degree in electrical engineering from the University of Hannover, Germany, in 1995.From 1995 to 1996, he worked at the NEC Information Technology Research Laboratories, Kawasaki, Japan, on efficient implementation of video compression algorithms. Since 1996, he has been with the Institute of Microelectronic Systems at the University of Hannover as a Research Assistant. During summer 2001, he was a Monbukagakusho Research Fellow at the Tokyo Institute of Technology, Japan. His current research interests include VLSI architectures for video signal processing, performance estimation of multimedia schemes, and profile-guided memory organization approaches for signal processing and multimedia applications.Mladen Bereković received the Dipl.-Ing. degree in electrical engineering from the University of Hannover, Germany, in 1995.Since then he has been a Research Assistant with the Institute of Microelectronic Systems of the University of Hannover. His current research interests include VLSI architectures for video signal processing, MPEG-4, System-on-Chip (SOC) designs, and simultaneously multi-threaded (SMT) processor architectures.Peter Pirsch received the Ing. grad. degree from the engineering college in Hannover, Germany, in 1966, and the Dipl.-Ing. and Dr.-Ing. degrees from the University of Hannover, in 1973 and 1979, respectively, all in electrical engineering.From 1966 to 1973 he was employed by Telefunken, Hannover, working in the Television Department. He became a Research Assistant at the Department of Electrical Engineering, University of Hannover, in 1973, a Senior Engineer in 1978. During 1979 to 1981 he was on leave, working in the Visual Communications Research Department, Bell Laboratories, Holmdel, NJ. During 1983 to 1986 he was Department Head for Digital Signal Processing at the SEL Research Center, Stuttgart, Germany. Since 1987 he is Professor in the Department of Electrical and Computer Engineering at the University of Hannover. He served as Vice President Research of the University of Hannover from 1998 to 2002.His present research includes architectures and VLSI implementations for image processing applications, rapid prototyping and design automation for DSP applications. He is the author or coauthor of more than 200 technical papers. He has edited a book on VLSI Implementations for Image Communications (Elsevier 1993) and is author of the book Architectures for Digital Signal Processing (John Wiley 1998).Dr. Pirsch is a member of the IEEE, the German Institute of Information Technology Engineers (ITG) and the German Association of Engineers (VDI). He was recipient of several awards: the NTG paper price award (1982), IEEE Fellow (1997), IEEE Circuits and Systems Golden Jubilee Medal (1999). He was member or chair of several technical program committees of international conferences and organizer of special sessions and preconference courses. He has held several administrative and technical positions with the IEEE Circuits and Systems Society and other professional organizations. Dr. Pirsch currently serves as Vice President Publications of the IEEE Circuits and Systems Society. Since 2000 he is chairman of the Accreditation Commission for Engineering and Informatics of the Accreditation Agency for Study Programs in Engineering, Informatics, Natural Science and Mathematics (ASIIN). Dr. Pirsch is chair of the VDI committee on Engineering Education.