Advancing Intelligent Networks Through Distributed Optimization by S Suman Rajest
The numerous developments in wireless communications and artificial intelligence (AI) have recently transformed the Internet of Things (IoT) networks to a level of connectivity and intelligence beyond any prior design. This topology is sharply exemplified in mobile edge computing, smart cities, smart homes, smart grids, and the IoT, among many other intelligent applications. Intelligent networks are founded on integrating caching and multi-agent systems that optimize data storage and the entire device's learning process. However, a central node through which all agents transmit status messages and reward information is a major drawback of this design pattern. This central node condition instigates more communication overhead, potential data leakage, and the birth of data islands. To reverse this trend, using distributed optimization techniques and methodologies in cache-enabled multi-agent learning environments is increasingly beneficial. Advancing Intelligent Networks Through Distributed Optimization explains the current race for sophisticated and accurate distributed optimization in cache-enabled intelligent IoT networks given the need to make multi-agent learning converge faster and reduce communication overhead. These techniques will require innovative resource allocation strategies stretching from system training to caching, communication, and processing amongst millions of agents. This book combines the key recent research in these races into a single binder that can serve all the interested theoretical and practical scholars. The book focuses broadly on intelligent systems' optimization trends. It identifies the various applications of advanced distributed optimization from manufacturing to medicine, agriculture and smart cities.-
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Hydrogen Fuel Cell Technology for Stationary Applications
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Innovations in the Industrial Internet of Things (IIoT) and Smart Factory
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Handbook of Research on AI Methods and Applications in Computer Engineering
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Open Source Software for Statistical Analysis of Big Data
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IoT Architectures, Models, and Platforms for Smart City Applications
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Handbook of Research on 5G Networks and Advancements in Computing, Electronics, and Electrical Engineering
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Tools and Technologies for the Development of Cyber-Physical Systems
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Innovative Applications of Nanowires for Circuit Design
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Pattern Recognition Applications in Engineering
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Computational Methodologies for Electrical and Electronics Engineers
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Emerging Applications of Fuzzy Algebraic Structures
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Advanced Applications of Fractional Differential Operators to Science and Technology
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Optimizing and Measuring Smart Grid Operation and Control
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Machine Learning for Environmental Monitoring in Wireless Sensor Networks
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Edible Electronics for Smart Technology Solutions
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Developing Digital Inclusion Through Globalization and Digitalization
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Nature-Inspired Optimization Algorithms for Cyber-Physical Systems
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Emerging Trends in Cloud Computing Analytics, Scalability, and Service Models
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Driving Transformative Technology Trends With Cloud Computing
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Navigating the Augmented and Virtual Frontiers in Engineering
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Impact and Potential of Machine Learning in the Metaverse
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Harnessing Green and Circular Skills for Digital Transformation
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Battery-Free Sensor Networks for Sustainable Next-Generation IoT Connectivity
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Digital Technologies for Sustainability and Quality Control
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Navigating Cyber-Physical Systems With Cutting-Edge Technologies
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Modern SuperHyperSoft Computing Trends in Science and Technology
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Multifaceted Uses of Cutting-Edge Technologies and Social Concerns
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Machine Learning and Deep Learning in Real-Time Applications
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Handbook of Research on Engineering Innovations and Technology Management in Organizations
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Research Advancements in Smart Technology, Optimization, and Renewable Energy
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Principles and Theories of Data Mining With RapidMiner
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Industrial Internet of Things and Cyber-Physical Systems
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Energy Systems Design for Low-Power Computing
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Structural and Functional Aspects of Biocomputing Systems for Data Processing
| SKU | Unavailable |
| ISBN 13 | 9798369337394 |
| Title | Advancing Intelligent Networks Through Distributed Optimization |
| Author | S Suman Rajest |
| Series | Advances In Computer And Electrical Engineering Ser |
| Condition | Unavailable |
| Binding Type | Hardback |
| Publisher | IGI Global |
| Year published | 2024-08-29 |
| Number of pages | 624 |
| Cover note | Book picture is for illustrative purposes only, actual binding, cover or edition may vary. |
| Note | Unavailable |