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Full Description
This book aims to provide the latest research findings, innovative research results, methods, and development techniques from both theoretical and practical perspectives related to P2P, Parallel, Grid, Cloud, and Internet computing and to reveal synergies among such large-scale computing paradigms.
P2P, Grid, Cloud, and Internet computing technologies have been very fast established as breakthrough paradigms for solving complex problems by enabling aggregation and sharing of an increasing variety of distributed computational resources at large scale.
Grid Computing originated as a paradigm for high-performance computing, as an alternative to expensive supercomputers through different forms of large-scale distributed computing. P2P Computing emerged as a new paradigm after client-server and web-based computing and has shown useful to the development of social networking, business to business (B2B), business to consumer (B2C), business to government (B2G), business to employee (B2E), and so on. Parallel Computing is an essential computational paradigm for solving complicated problems quickly. It divides a scientific computing problem into several small computing tasks and concurrently runs these tasks by utilizing parallel hardware and overcoming the memory constraint. Parallel computing is an important part of cloud environment. However, there are significant differences between cloud computing and parallel computing. Cloud Computing has been defined as a "computing paradigm where the boundaries of computing are determined by economic rationale rather than technical limits". Cloud computing has fast become the computing paradigm with applicability and adoption in all application domains and providing utility computing at large scale. Finally, Internet Computing is the basis of any large-scale distributed computing paradigms; it has very fast developed into a vast area of flourishing field with enormous impact on today's information societies serving thus as a universal platform comprising a large variety of computing forms such as Grid, P2P, Cloud, and mobile computing.
Contents
A Chatbot for Specialized Domain.- Some Bibliometric Considerations for Computer Science Conferences.- Time Series Analysis and Modeling with Federated Leaning Techniques in Cloud Edge Scenario: A Case Study on Environmental Air Quality in Homes.- Cloud Framework for Data Practitioners for Research and Higher Education Community.- P2FL: Privacy-Preserving Federated Learning Approach for Healthcare Informatics at the Edge.- Enhancing Customer-Perceived Value Through Personal Data Utilization in CRM Platforms: A Data Science Perspective.- Connecting AI and Blockchain to Improve Security of Financial Services.- A Comprehensive State-of-the-Art Review for Digital Twin: Cybersecurity Perspectives and Open Challenges.- Towards Quantum Machine Learning in Ransomware Detection.- A Detour Route Selection Method Based on Node Density in Skip Graph.- EDoViT-Alz: Alzheimer's Disease Identification with Vision Transformer Using Extremely Downscaled MRI Data.- A Comparison Study Between Cuckoo Search and Particle Swarm Optimization Based Intelligent Systems for Optimization of Mesh Routers in a Small-Scale WMN.- A Fuzzy-based System for Assessment of Tie Strength in Online Social Networks.- An Efficient Algorithm to Prevent Procrastination in Spatial Crowdsourcing.- A Learning Web System for Website Development.
