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Design of FPGA-Based LZ77 Compressor With Runtime Configurable Compression Ratio and Throughput

Title
Design of FPGA-Based LZ77 Compressor With Runtime Configurable Compression Ratio and Throughput
Author
송윤흡
Keywords
Throughput; History; Parallel processing; Hardware; Computer architecture; Data compression; Bandwidth; Accelerator architectures; data compression; field programmable gate arrays
Issue Date
2019-10
Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Citation
IEEE ACCESS, v. 7, Page. 149583-149594
Abstract
Data compression reduces the cost of data storage and transmission by decreasing the data size. Previous studies have improved system performance by adaptively choosing the compression ratio (CR) and throughput required for the system by using a trade-off between them in the compression algorithm. Hardware accelerators are widely used to reduce the CPU load caused by compression operations. Several existing compression accelerators have low flexibility in changing the CR and bandwidth. This study proposes a hardware compression accelerator that can adjust the CR and throughput at runtime. The proposed architecture accelerates the LZ77 compression algorithm and supports the throughput-first (TF) and compression ratio-first (CF) modes by changing the degree of parallelism of comparison operations performed during the compression process. In addition, we propose a technique to dynamically change the degree of parallelism of the comparison operation to achieve a better throughput in CF mode and a better CR in TF mode. Experimental results demonstrate that the TF mode provides a throughput higher by 11.39, and a CR lower by 0.07 than the CF mode. The value 0.07 accounts for 13.21 of the variation in the CR provided by the software implementation of LZ77.
URI
https://ieeexplore.ieee.org/document/8868070https://repository.hanyang.ac.kr/handle/20.500.11754/154507
ISSN
2169-3536
DOI
10.1109/ACCESS.2019.2947273
Appears in Collections:
COLLEGE OF ENGINEERING[S](공과대학) > ELECTRONIC ENGINEERING(융합전자공학부) > Articles
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