Prompt
Evaluate a C++ codebase implementing a complex algorithm for real-time data analysis in a financial application. Focus on identifying inefficiencies in data structures, algorithm complexity, and memory usage. Suggest optimizations that can enhance performance while ensuring the code remains clear and maintainable. The review should be tailored for an audience of experienced C++ developers who are familiar with both algorithm design and performance tuning.