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

  • Choi, Seungdo
  • Kim, Youngil
  • Lee, Daeyong
  • Lee, Sangiin
  • Park, Kibin
  • 외 2명
Citations

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초록

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.

키워드

ThroughputHistoryParallel processingHardwareComputer architectureData compressionBandwidthAccelerator architecturesdata compressionfield programmable gate arraysPERFORMANCE
제목
Design of FPGA-Based LZ77 Compressor With Runtime Configurable Compression Ratio and Throughput
저자
Choi, SeungdoKim, YoungilLee, DaeyongLee, SangiinPark, KibinSong, Yun HeubSong, Yong Ho
DOI
10.1109/ACCESS.2019.2947273
발행일
2019-10
유형
Article
저널명
IEEE Access
7
페이지
149583 ~ 149594

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