Gengar is a high-performance blockchain data analysis system developed in Rust. It's designed for real-time transaction monitoring and advanced data processing, focusing on handling large volumes of blockchain data with minimal latency.
High-Performance Data Processing: Engineered to handle thousands of transactions per minute with sub-second latency. Real-Time Transaction Monitoring: Continuously monitors blockchain transactions for immediate analysis. Advanced Pattern Recognition: Implements sophisticated algorithms for identifying patterns and anomalies in streaming financial data. Optimized Decision Making: Utilizes a binary search algorithm to efficiently optimize various blockchain-related operations. Comprehensive Metrics and Monitoring: Includes a robust system for performance analysis and continuous optimization.
Language: Rust Main Components:
#Data ingestion pipeline Real-time processing engine Pattern recognition algorithms Binary search optimization for blockchain operations Anomaly detection system Performance monitoring and metrics collection
The project implements an advanced binary search algorithm to optimize various blockchain operations. This algorithm:
Efficiently searches for optimal parameters within defined ranges Adapts the search range based on performance metrics Implements early stopping conditions to reduce unnecessary computations Utilizes concurrent simulations to speed up the search process
This approach allows for rapid optimization of blockchain operations while minimizing computational overhead.
git clone https://github.com/AlaiY95/gengar.git
cargo build
cargo run
You will need to add a node rpc (websocket) in the .env file. Here is a public one you can use: https://merkle.io/free-eth-rpc
The system is optimized for high-throughput processing, capable of handling thousands of transactions per minute while maintaining sub-second latency. The binary search algorithm for blockchain operation optimization is designed to quickly converge on optimal solutions.
Gengar includes a comprehensive metrics and monitoring system, allowing for:
Real-time performance tracking Latency monitoring Throughput analysis Resource utilization metrics Blockchain operation efficiency tracking
Contributions to Gengar are welcome!