Title :
Adaptive data partitioning for multiprocessor implementation of MPEG2 encoders
Author :
Zhang, Ning Nick ; Wu, Chwan-Hwa John
Author_Institution :
Dept. of Electr. Eng., Auburn Univ., AL, USA
Abstract :
We present our study on adaptive job assignment for multiprocessor implementation of a MPEG2 video encoding algorithm. An adaptive data partitioning scheme is developed to cope with the inherent non-uniform spatial distribution of motion activities such that the computation load distribution over processors is as uniform as possible, which helps improve the speed-up of the multiprocessor system. Simulations with video sequences have shown that, in comparison to its non-adaptive counterpart, the adaptive scheme can effectively improve the speed-up of the multiprocessor system. In addition, the speed-up scales well with the increase of the number of processors used in the computation
Keywords :
data compression; image sequences; motion estimation; multiprocessing systems; video coding; MPEG2 encoders; adaptive data partitioning; computation load distribution; inherent non-uniform spatial distribution; job assignment; motion activities; multiprocessor implementation; video encoding algorithm; video sequences; Computational modeling; Computer architecture; Data engineering; Distributed computing; Electronic mail; Encoding; Information processing; Multiprocessing systems; Video compression; Video sequences;
Conference_Titel :
Circuits and Systems, 1997. ISCAS '97., Proceedings of 1997 IEEE International Symposium on
Print_ISBN :
0-7803-3583-X
DOI :
10.1109/ISCAS.1997.622037