Several strategies can help mitigate computational overhead:
Algorithm Optimization: Use optimized algorithms designed for high-performance computing to reduce processing time. Efficient Data Structures: Implement data structures that minimize memory usage and access time. Parallel Computing: Leverage parallel computing frameworks like MPI (Message Passing Interface) to distribute the computational load effectively. Hardware Acceleration: Utilize specialized hardware like GPUs (Graphics Processing Units) to accelerate specific types of calculations.
