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"Cloud Computing and Distributed Systems: The Shift towards Distributed Computing Paradigms and the Growing Role of Cloud Computing in HPC" explores the transformative impact of cloud computing on the field of High-Performance Computing (HPC) and the evolution of distributed computing paradigms.
In recent years, there has been a dramatic shift in the way computing resources are provisioned and utilized. Traditional monolithic systems have given way to distributed computing models, where processing power is distributed across multiple nodes and interconnected through networks. This paradigm shift has been driven by the growing demand for scalable, flexible, and cost-effective computing solutions.
This book provides a comprehensive overview of the concepts, technologies, and applications that have emerged from this transition. It delves into the fundamental principles of distributed systems, covering topics such as distributed file systems, distributed storage, distributed databases, and distributed consensus algorithms. Readers will gain a deep understanding of the challenges and opportunities presented by distributed computing, including fault tolerance, scalability, and load balancing.
Furthermore, the book examines the pivotal role of cloud computing in the realm of HPC. It explores how cloud computing has revolutionized the way HPC resources are provisioned and accessed, enabling researchers, scientists, and engineers to tackle complex computational problems with unprecedented speed and efficiency. The book highlights the advantages of leveraging cloud computing in HPC, such as on-demand resource allocation, elastic scalability, and cost optimization.
Throughout the book, real-world case studies and examples demonstrate the practical applications of cloud computing and distributed systems in various domains, including scientific research, data analytics, financial modeling, and artificial intelligence. The authors also discuss the emerging trends and future directions in this rapidly evolving field, offering insights into the potential impact of technologies like edge computing, serverless computing, and containerization.
Whether you are a computer science student, a researcher, or a practitioner in the field of distributed systems or cloud computing, "Cloud Computing and Distributed Systems" provides a comprehensive guide to understanding the foundations, architectures, and applications of these transformative technologies. It equips you with the knowledge and tools necessary to embrace the power of distributed computing paradigms and leverage cloud computing for high-performance computing, enabling you to unlock new possibilities and drive innovation in your own projects and endeavors.
Título : Cloud Computing and Distributed Systems
EAN : 9798227839268
Editorial : MjPublishing4972
El libro electrónico Cloud Computing and Distributed Systems está en formato ePub
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