Advances and Challenges in Parallel and Distributed Computing

Deepak Nanuru Yagamurthy, Rajesh Azmeera

Abstract: This paper examines the current landscape of parallel and distributed computing, emphasizing recent advances and persistent challenges in the field. The study explores various architectures, algorithms, and real-world applications, alongside the theoretical and practical issues inherent in designing and implementing systems at scale. Through a literature review, case studies, and a discussion of emerging technologies, the paper aims to provide a detailed analysis of how these computing paradigms are evolving to meet the demands of modern computational tasks and big data processing.

Keywords: parallel computing, distributed computing, architectures, algorithms, big data processing