Advancing Computational Efficiency: Innovations in Parallel and Distributed Applications and Algorithms

Abstract

This study investigates parallel and distributed computing by concentrating on well-known algorithms: MapReduce, Bulk Synchronous Parallel (BSP), and Message Passing Interface (MPI). Their applications, strengths, and approaches are highlighted in the study. It examines related research that shows the successful application of parallel and distributed computing in various fields. The findings add to our understanding of these technologies and highlight the necessity of selecting the appropriate algorithms and approaches for specific problem areas.