GZIP for FASTQ
基于 DEFLATE 算法的通用数据压缩方法，广泛用于压缩 FASTQ 格式的测序数据。 该方法压缩比适中，兼容性好，是生物信息学数据存储的标准压缩格式。
| Property | Value |
|---|---|
| Purpose | 测序数据的通用压缩 |
| Time Complexity | O(n) |
| Space Complexity | O(1) |
| Year | 1992 |
| Category | Data Compression |
Complexity Analysis
- Time Complexity:
O(n) - Space Complexity:
O(1)
Performance Insight: The time complexity of this algorithm is linear (O(n)), scales linearly to TB-scale data and is suitable for streaming pipelines. Space overhead is minimal, making it suitable for memory-constrained or streaming environments.
Note: Complexity analysis is based on theoretical models. Actual runtime is affected by input scale, hardware, and implementation optimizations. Benchmark for your specific workload.
Literature & Implementation
Related Tools
gzip · pigz · bgzip