Fast Parallel Algorithms for Universal Lossless Source Coding
Baron, Dror
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Permalink
https://hdl.handle.net/2142/80852
Description
Title
Fast Parallel Algorithms for Universal Lossless Source Coding
Author(s)
Baron, Dror
Issue Date
2003
Doctoral Committee Chair(s)
Bresler, Yoram
Department of Study
Electrical Engineering
Discipline
Electrical Engineering
Degree Granting Institution
University of Illinois at Urbana-Champaign
Degree Name
Ph.D.
Degree Level
Dissertation
Keyword(s)
Engineering, Electronics and Electrical
Language
eng
Abstract
The O(N/B) parallel compression algorithm estimates the MDL source among all tree sources whose maximal depth is log( N/B). This algorithm can be extended to parallel algorithms that support unbounded context depths. This will provide low redundancy performance over a much broader class of sources, and may lead to new applications that until now were limited by the throughput bottleneck of serial compression algorithms.
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