"Parallel computing" involves the simultaneous execution of multiple computations or processes to solve a problem more efficiently. This approach leverages multiple processors or computing nodes to divide tasks, enabling faster data processing and reduced execution time. By utilizing concurrent processing, parallel computing is effective in fields like scientific simulations, machine learning, and large-scale data analysis, where complex computations need to be performed swiftly and effectively.