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Krypto Kajun
2025-10-04 09:31:02 -05:00
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docs/MATH_PERFORMANCE_ANALYSIS.md
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@@ -105,6 +105,17 @@ These optimizations will have a significant impact on the MEV bot's performance:
4. **Consider Lookup Tables**: For frequently used values, pre-computed lookup tables could provide additional performance improvements.
## Integration into Production System
The mathematical optimizations have been successfully integrated into the MEV bot's production system as part of the arbitrage profit calculation framework. The integration focuses on key components that perform frequent Uniswap V3 pricing calculations:
1. **Swap Analyzer** - Real-time price movement analysis
2. **Market Scanner** - Pool data processing and price comparisons
3. **Profit Calculator** - Arbitrage opportunity evaluation
4. **Arbitrage Executor** - Transaction preparation and execution
See [Mathematical Optimization Integration](implementation/MATH_OPTIMIZATION_INTEGRATION.md) for detailed information on the integration process and performance impact measurements.
## Future Work
1. **Profile Real-World Usage**: Conduct profiling of the bot under actual arbitrage detection workloads to identify additional optimization opportunities.