TY - GEN
T1 - Pattern recognition tool to detect reconfigurable patterns in MPEG4 video processing
AU - Akoglu, Ali
AU - Dasu, A.
AU - Sudarsanam, A.
AU - Srinivasan, M.
AU - Panchanathan, S.
N1 - Publisher Copyright:
© 2002 IEEE.
PY - 2002
Y1 - 2002
N2 - Current approaches towards building a reconfigurable processor are targeted towards general purpose computing or a limited range of media specific applications and are not specifically tuned for mobile multimedia applications. The increasing demand for mobile multimedia processing with stringent constraints for low power, low chip area and high flexibility at both the encoder and decoder naturally demand the design and development of a dynamically reconfigurable multimedia processor. We have performed a detailed complexity analysis of the MPEG-4 video coding mode which has illustrated the potential for reconfigurable computing. We have recently proposed a methodology for designing a reconfigurable media processor. This involves the design of a parser that identifies data/control flow graphs generated from the input assembly code of an UltraSPARC V-9 architecture; recurring pattern analyzer that uses a clustering based approach to identify specific sequences of operations that can potentially be implemented in hardware; and finally a count of such modules at every level of granularity with the associated weights based on the complexity of computation and data transfers used by partitioner and router. In this paper we then propose the design of the parser and pattern recognizer with results for detecting the reconfigurable patterns in MPEG4.
AB - Current approaches towards building a reconfigurable processor are targeted towards general purpose computing or a limited range of media specific applications and are not specifically tuned for mobile multimedia applications. The increasing demand for mobile multimedia processing with stringent constraints for low power, low chip area and high flexibility at both the encoder and decoder naturally demand the design and development of a dynamically reconfigurable multimedia processor. We have performed a detailed complexity analysis of the MPEG-4 video coding mode which has illustrated the potential for reconfigurable computing. We have recently proposed a methodology for designing a reconfigurable media processor. This involves the design of a parser that identifies data/control flow graphs generated from the input assembly code of an UltraSPARC V-9 architecture; recurring pattern analyzer that uses a clustering based approach to identify specific sequences of operations that can potentially be implemented in hardware; and finally a count of such modules at every level of granularity with the associated weights based on the complexity of computation and data transfers used by partitioner and router. In this paper we then propose the design of the parser and pattern recognizer with results for detecting the reconfigurable patterns in MPEG4.
UR - http://www.scopus.com/inward/record.url?scp=84966657815&partnerID=8YFLogxK
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U2 - 10.1109/IPDPS.2002.1016518
DO - 10.1109/IPDPS.2002.1016518
M3 - Conference contribution
AN - SCOPUS:84966657815
T3 - Proceedings - International Parallel and Distributed Processing Symposium, IPDPS 2002
SP - 131
BT - Proceedings - International Parallel and Distributed Processing Symposium, IPDPS 2002
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 16th International Parallel and Distributed Processing Symposium, IPDPS 2002
Y2 - 15 April 2002 through 19 April 2002
ER -