Function Overview
This Skill is used to analyze communication bottleneck issues in the system, and is automatically triggered when the main analysis Skill detects that the proportion of communication time exceeds 10%.
Analysis Content
- Communication Time Analysis: Detailed analysis of the distribution and causes of communication time
- Data Transfer Optimization: Identify bottlenecks in the data transfer process
- Parallel Communication Analysis: Analyze the overlap between communication and computation
Output Results
- Detailed distribution report of communication time
- Identification of possible communication bottleneck points
- Targeted optimization suggestions
How to Use
This Skill is usually automatically invoked by the main analysis Skill /profiling-analysis-profiling-main , and can also be used independently:
# 运行通信瓶颈分析
python scripts/analyze_communication.py --input <path_to_csv_files>