Investigating techniques to optimize data movement and reduce memory-related bottlenecks

Abstract

In the ever-changing realm of computing, the importance of efficient data movement and the reduction of memory-related bottlenecks cannot be overstated. This research paper delves into a thorough examination of diverse methodologies and approaches aimed at optimizing data transfer and mitigating the constraints imposed by memory limitations. It offers an all-encompassing survey of pertinent literature, delving deep into techniques designed to enhance data movement efficiency, discussing effective strategies for alleviating memory bottlenecks, and presenting the outcomes of extensive experiments conducted. The findings of this study underscore the critical role played by these techniques in augmenting the performance, efficiency, and scalability of contemporary computing systems. In a world where the demand for computational power continues to grow, the ability to streamline data movement and overcome memory constraints is essential. By shedding light on these pivotal aspects of computing, this paper contributes to a more profound understanding of how to harness the full potential of modern computing systems, ultimately paving the way for groundbreaking advancements in the field.