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Network Slicing for 5G and Beyond Networks
This book provides a comprehensive guide to the emerging field of network slicing and its importance to bringing novel 5G applications into fruition. The authors discuss the current trends, novel enabling technologies, and current challenges imposed on the cellular networks. Resource management aspects of network slicing are also discussed by summarizing and comparing traditional game theoretic and optimization based solutions. Finally, the book presents some use cases of network slicing and applications for vertical industries. Topics include 5G deliverables, Radio Access Network (RAN) resources, and Core Network (CN) resources. Discusses the 5G network requirements and the challenges therein and how network slicing offers a solution Features the enabling technologies of future networks and how network slicing will play a role Presents the role of machine learning and data analytics for future cellular networks along with summarizing the machine learning approaches for 5G and beyond networks
Quality, Reliability, Security and Robustness in Heterogeneous Systems
This book constitutes the refereed post-conference proceedings of the 17th EAI International Conference on Quality, Reliability, Security and Robustness in Heterogeneous Networks, QShine 2021, held in November 2020. Due to COVID-19 pandemic the conference was held virtually. The 20 revised full papers were carefully reviewed and selected from 43 submissions. The papers are organized thematically in tracks Machine Learning in Distributed Networks; 5G Networks and Security; IoT Security and Lightweight Cryptography; Network Security; and Privacy-preserving Emerging Networked Applications.
A Survey on Coordinated Power Management in Multi-Tenant Data Centers
This book investigates the coordinated power management of multi-tenant data centers that account for a large portion of the data center industry. The authors include discussion of their quick growth and their electricity consumption, which has huge economic and environmental impacts. This book covers the various coordinated management solutions in the existing literature focusing on efficiency, sustainability, and demand response aspects. First, the authors provide a background on the multi-tenant data center covering the stake holders, components, power infrastructure, and energy usage. Then, each power management mechanism is described in terms of motivation, problem formulation, challenges and solution.
Intelligent Information and Database Systems
This two-volume set LNAI 13995 and LNAI 13996 constitutes the refereed proceedings of the 15th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2023, held in Phuket, Thailand, during July 24–26, 2023. The 65 full papers presented in these proceedings were carefully reviewed and selected from 224 submissions. The papers of the 2 volume-set are organized in the following topical sections: Case-Based Reasoning and Machine Comprehension; Computer Vision; Data Mining and Machine Learning; Knowledge Integration and Analysis; Speech and Text Processing; and Resource Management and Optimization.
Federated Learning for Future Intelligent Wireless Networks
Federated Learning for Future Intelligent Wireless Networks Explore the concepts, algorithms, and applications underlying federated learning In Federated Learning for Future Intelligent Wireless Networks, a team of distinguished researchers deliver a robust and insightful collection of resources covering the foundational concepts and algorithms powering federated learning, as well as explanations of how they can be used in wireless communication systems. The editors have included works that examine how communication resource provision affects federated learning performance, accuracy, convergence, scalability, and security and privacy. Readers will explore a wide range of topics that show how...
Multifaceted Analysis of Sustainable Strategies and Tactics in Education
A multifaceted approach will be needed to fix the often-unsustainable challenges faced in the 21st-century academic arena. The trends in public and private institutions of education are more cutbacks, downsizing, mergers, sequestrations, lean process implementations, and the increase in hiring part-time workers over full-time workers. At the same time, the COVID-19 pandemic has brought with it an array of schooling challenges around organizational change. Some challenges are structural, some are political, some are human resources related, and yet others are symbolic. To fix these problems, there is a need to address a core issue: increasing student engagement. This requires a wholesale reth...
Perspectives on Coping Strategies for Menstrual and Premenstrual Distress
Women around the world are dealing with hormone and menstrual problems; evidence linking high levels of menstrual distress to harmful health effects continues to emerge. Premenstrual, or late luteal, menstrual misery is quite frequent, with many women reporting physiological and psychological symptoms linked with it. Additionally, hormonal changes during the menstrual cycle have been linked to a variety of unpleasant mental and physical symptoms. Further study on the many challenges and health concerns associated with menstrual and premenstrual distress is required to provide women with appropriate support and treatment. Perspectives on Coping Strategies for Menstrual and Premenstrual Distress sheds light on the various distress tolerance approaches and coping strategies during menstrual and premenstrual phases and highlights some of the contemporary issues and problems faced by women in today’s era. Covering key topics such as alternative medicine, stressors, menstrual health, and cognitive coping, this reference work is ideal for healthcare professionals, nurses, policymakers, researchers, scholars, academicians, practitioners, instructors, and students.
Blockchain Technology for IoE
This book explores opportunities and challenges in the field of Internet of Everything (IoE) security and privacy under the umbrella of distributed ledger technologies and blockchain technology including distributed consensus mechanisms, crypto-sensors, encryption algorithms, and fault tolerance mechanisms for devices and systems. It focusses on the applicability of blockchain technology, including architectures and platforms for blockchain and IoE, authentication and encryption algorithms for IoE, malicious transactions detection, blockchain for forensics, and so forth. Outlines the major benefits as well as challenges associated with integration of blockchain with IoE; Describes detailed f...
Recent Advances in Geographic Information System for Earth Sciences
Geographic information systems (GISs) have played a vital role in Earth sciences by providing a powerful means of observing the world and various tools for solving complex problems. The scientific community has used GISs to reveal fascinating details about the Earth and other planets. This book on recent advances in GIS for Earth sciences includes 12 publications from esteemed research groups worldwide. The research and review papers in this book belong to the following broad categories: Earth science informatics (geoinformatics), mining, hydrology, natural hazards, and society.
