Intelligent File Compression Performance Test Report
Performance validation of file compression based on artificial intelligence and image processing technology, five-step progressive compression algorithm
Core Performance Indicators
We conducted comprehensive performance tests on the UglyPear Data document compression system. Here are the results of key indicators:
Compression Speed Comparison Test
We conducted comparison tests between the UglyPear Data image-text compression system and universal file compression tools. The test environment was as follows:
- CPU: Intel Xeon E5-2680 v4 @ 2.40GHz (28 cores)
- Memory: 128GB DDR4 ECC
- Storage: NVMe SSD RAID 0
- Network: 10Gbps LAN
- Test samples: 1000 different document types, total 500GB
Compression Speed Comparison Chart
Performance Comparison Result:UglyPear intelligent compression system provides 3.5x performance improvement over traditional tools, significantly improving compression efficiency while maintaining document quality
| File Type | Average Compression Ratio | Processing Speed | Quality Loss | Concurrent Support |
|---|---|---|---|---|
| PDF Documents | 5.2x | 15-30 seconds/100MB | <3% | 12 Concurrent |
| TIFF Images | 8.5x | 10-20 seconds/100MB | <5% | 12 Concurrent |
| JPEG Images | 3.8x | 5-10 seconds/100MB | <2% | 12 Concurrent |
| OFD Documents | 4.2x | 20-40 seconds/100MB | <4% | 12 Concurrent |
Batch Processing Performance
UglyPear Data supports large-scale concurrent processing and can easily handle enterprise-level document processing requirements:
Distributed Processing Capability
Our system uses distributed architecture design and supports horizontal scaling:
- Support for thousands of server cluster deployments
- Automatic load balancing, dynamic resource allocation
- Automatic failover, ensuring business continuity
- Elastic scaling, on-demand adjustment of computing resources