无损压缩
计算机科学
数据压缩
压缩比
加速
算法
数据压缩比
计算机数据存储
压缩(物理)
图像压缩
实时计算
并行计算
计算机硬件
工程类
人工智能
材料科学
复合材料
图像处理
汽车工程
图像(数学)
内燃机
标识
DOI:10.1109/dcc55655.2023.00051
摘要
LZ4 data compression algorithm is the current state-of-art compression algorithm in the high speed compression algorithm class, and has been adopted and integrated by lots modern high-speed data storage systems. We propose a fast lossless compression algorithm, named LZ4r. A new format of the data sequence is designed, and by integrating it into the proposed algorithm, a better compression ratio than LZ4 is achieved. Numerous evaluation tests are conducted with different sets of data corpus. The results consistently show that LZ4r gains a significant improvement in compression ratio than LZ4, with a similar high compression speed. Although LZ4r is slower than LZ4 in decompression speed, the decompression speed of LZ4r is still fast enough not to reduce the overall performance of the system. Thus, LZ4r can become a practical and competitive alternative or replacement of LZ4 in many high-speed data storage systems to improve the overall performance and lower the overall cost. More details about LZ4r algorithm design and performance evaluation can be found at [1].
科研通智能强力驱动
Strongly Powered by AbleSci AI