Energy Conservation Solutions For Fog Edge Computing Paradigms

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Energy Conservation Solutions for Fog-Edge Computing Paradigms

Rajeev Tiwari,Mamta Mittal,Lalit Mohan Goyal
Energy Conservation Solutions for Fog Edge Computing Paradigms Book PDF

Author : Rajeev Tiwari,Mamta Mittal,Lalit Mohan Goyal
Publisher : Springer Nature
Page : 314 pages
File Size : 40,9 Mb
Release : 2021-09-07
Category : Technology & Engineering
ISBN : 9789811634482

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Energy Conservation Solutions for Fog-Edge Computing Paradigms by Rajeev Tiwari,Mamta Mittal,Lalit Mohan Goyal Pdf

This book focuses on energy efficiency concerns in fog–edge computing and the requirements related to Industry 4.0 and next-generation networks like 5G and 6G. This book guides the research community about practical approaches, methodological, and moral questions in any nations’ journey to conserve energy in fog–edge computing environments. It discusses a detailed approach required to conserve energy and comparative case studies with respect to various performance evaluation metrics, such as energy conservation, resource allocation strategies, task allocation strategies, VM migration, and load-sharing strategies with state-of-the-art approaches, with fog and edge networks.

Fog and Edge Computing

Rajkumar Buyya,Satish Narayana Srirama
Fog and Edge Computing Book PDF

Author : Rajkumar Buyya,Satish Narayana Srirama
Publisher : John Wiley & Sons
Page : 466 pages
File Size : 44,8 Mb
Release : 2019-01-04
Category : Technology & Engineering
ISBN : 9781119525066

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Fog and Edge Computing by Rajkumar Buyya,Satish Narayana Srirama Pdf

A comprehensive guide to Fog and Edge applications, architectures, and technologies Recent years have seen the explosive growth of the Internet of Things (IoT): the internet-connected network of devices that includes everything from personal electronics and home appliances to automobiles and industrial machinery. Responding to the ever-increasing bandwidth demands of the IoT, Fog and Edge computing concepts have developed to collect, analyze, and process data more efficiently than traditional cloud architecture. Fog and Edge Computing: Principles and Paradigms provides a comprehensive overview of the state-of-the-art applications and architectures driving this dynamic field of computing while highlighting potential research directions and emerging technologies. Exploring topics such as developing scalable architectures, moving from closed systems to open systems, and ethical issues rising from data sensing, this timely book addresses both the challenges and opportunities that Fog and Edge computing presents. Contributions from leading IoT experts discuss federating Edge resources, middleware design issues, data management and predictive analysis, smart transportation and surveillance applications, and more. A coordinated and integrated presentation of topics helps readers gain thorough knowledge of the foundations, applications, and issues that are central to Fog and Edge computing. This valuable resource: Provides insights on transitioning from current Cloud-centric and 4G/5G wireless environments to Fog Computing Examines methods to optimize virtualized, pooled, and shared resources Identifies potential technical challenges and offers suggestions for possible solutions Discusses major components of Fog and Edge computing architectures such as middleware, interaction protocols, and autonomic management Includes access to a website portal for advanced online resources Fog and Edge Computing: Principles and Paradigms is an essential source of up-to-date information for systems architects, developers, researchers, and advanced undergraduate and graduate students in fields of computer science and engineering.

Energy Efficient Computation Offloading in Mobile Edge Computing

Ying Chen,Ning Zhang,Yuan Wu,Sherman Shen
Energy Efficient Computation Offloading in Mobile Edge Computing Book PDF

Author : Ying Chen,Ning Zhang,Yuan Wu,Sherman Shen
Publisher : Springer Nature
Page : 167 pages
File Size : 44,9 Mb
Release : 2022-10-30
Category : Computers
ISBN : 9783031168222

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Energy Efficient Computation Offloading in Mobile Edge Computing by Ying Chen,Ning Zhang,Yuan Wu,Sherman Shen Pdf

This book provides a comprehensive review and in-depth discussion of the state-of-the-art research literature and propose energy-efficient computation offloading and resources management for mobile edge computing (MEC), covering task offloading, channel allocation, frequency scaling and resource scheduling. Since the task arrival process and channel conditions are stochastic and dynamic, the authors first propose an energy efficient dynamic computing offloading scheme to minimize energy consumption and guarantee end devices’ delay performance. To further improve energy efficiency combined with tail energy, the authors present a computation offloading and frequency scaling scheme to jointly deal with the stochastic task allocation and CPU-cycle frequency scaling for minimal energy consumption while guaranteeing the system stability. They also investigate delay-aware and energy-efficient computation offloading in a dynamic MEC system with multiple edge servers, and introduce an end-to-end deep reinforcement learning (DRL) approach to select the best edge server for offloading and allocate the optimal computational resource such that the expected long-term utility is maximized. Finally, the authors study the multi-task computation offloading in multi-access MEC via non-orthogonal multiple access (NOMA) and accounting for the time-varying channel conditions. An online algorithm based on DRL is proposed to efficiently learn the near-optimal offloading solutions. Researchers working in mobile edge computing, task offloading and resource management, as well as advanced level students in electrical and computer engineering, telecommunications, computer science or other related disciplines will find this book useful as a reference. Professionals working within these related fields will also benefit from this book.

Computing at the EDGE

Georgios Karakonstantis,Charles J. Gillan
Computing at the EDGE Book PDF

Author : Georgios Karakonstantis,Charles J. Gillan
Publisher : Springer Nature
Page : 220 pages
File Size : 41,8 Mb
Release : 2022-09-19
Category : Technology & Engineering
ISBN : 9783030745363

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Computing at the EDGE by Georgios Karakonstantis,Charles J. Gillan Pdf

This book describes solutions to the problems of energy efficiency, resiliency and cyber security in the domain of Edge Computing and reports on early deployments of the technology in commercial settings. This book takes a business focused view, relating the technological outcomes to new business opportunities made possible by the edge paradigm. Drawing on the experience of end user deploying prototype edge technology, the authors discuss applications in financial management, wireless management, and social networks. Coverage includes a chapter on the analysis of total cost of ownership, thereby enabling readers to calculate the efficiency gain for use of the technology in their business. Provides a single-source reference to the state-of-the art of edge computing; Describes how researchers across the world are addressing challenges relating to power efficiency, ease of programming and emerging cyber security threats in this domain; Discusses total cost of ownership for applications in financial management and social networks; Discusses security challenges in wireless management.

Fog Computing in the Internet of Things

Amir M. Rahmani,Pasi Liljeberg,Jürgo-Sören Preden,Axel Jantsch
Fog Computing in the Internet of Things Book PDF

Author : Amir M. Rahmani,Pasi Liljeberg,Jürgo-Sören Preden,Axel Jantsch
Publisher : Springer
Page : 172 pages
File Size : 45,7 Mb
Release : 2017-05-29
Category : Technology & Engineering
ISBN : 9783319576398

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Fog Computing in the Internet of Things by Amir M. Rahmani,Pasi Liljeberg,Jürgo-Sören Preden,Axel Jantsch Pdf

This book describes state-of-the-art approaches to Fog Computing, including the background of innovations achieved in recent years. Coverage includes various aspects of fog computing architectures for Internet of Things, driving reasons, variations and case studies. The authors discuss in detail key topics, such as meeting low latency and real-time requirements of applications, interoperability, federation and heterogeneous computing, energy efficiency and mobility, fog and cloud interplay, geo-distribution and location awareness, and case studies in healthcare and smart space applications.

Intelligent Transportation Systems: Theory and Practice

Amit Kumar Tyagi,Niladhuri Sreenath
Intelligent Transportation Systems Theory and Practice Book PDF

Author : Amit Kumar Tyagi,Niladhuri Sreenath
Publisher : Springer Nature
Page : 407 pages
File Size : 51,5 Mb
Release : 2022-11-25
Category : Technology & Engineering
ISBN : 9789811976223

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Intelligent Transportation Systems: Theory and Practice by Amit Kumar Tyagi,Niladhuri Sreenath Pdf

This book provides fundamental principles of intelligent transport systems with comprehensive insight and state of the art of vehicles, vehicular technology, connecting vehicles, and intelligent vehicles/autonomous intelligent vehicles. The book discusses different approaches for multiple sensor-based multiple-objects tracking, in addition to blockchain-based solutions for building tamper-proof sensing devices. It introduces various algorithms for security, privacy, and trust for intelligent vehicles. This book countermeasures all the drawbacks and provides useful information to students, researchers, and scientific communities. It contains chapters from national and international experts and will be essential for researchers and advanced students from academia, and industry experts who are working on intelligent transportation systems.

Fog Computing

Assad Abbas,Samee U. Khan,Albert Y. Zomaya
Fog Computing Book PDF

Author : Assad Abbas,Samee U. Khan,Albert Y. Zomaya
Publisher : John Wiley & Sons
Page : 616 pages
File Size : 52,6 Mb
Release : 2020-04-21
Category : Technology & Engineering
ISBN : 9781119551690

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Fog Computing by Assad Abbas,Samee U. Khan,Albert Y. Zomaya Pdf

Summarizes the current state and upcoming trends within the area of fog computing Written by some of the leading experts in the field, Fog Computing: Theory and Practice focuses on the technological aspects of employing fog computing in various application domains, such as smart healthcare, industrial process control and improvement, smart cities, and virtual learning environments. In addition, the Machine-to-Machine (M2M) communication methods for fog computing environments are covered in depth. Presented in two parts—Fog Computing Systems and Architectures, and Fog Computing Techniques and Application—this book covers such important topics as energy efficiency and Quality of Service (QoS) issues, reliability and fault tolerance, load balancing, and scheduling in fog computing systems. It also devotes special attention to emerging trends and the industry needs associated with utilizing the mobile edge computing, Internet of Things (IoT), resource and pricing estimation, and virtualization in the fog environments. Includes chapters on deep learning, mobile edge computing, smart grid, and intelligent transportation systems beyond the theoretical and foundational concepts Explores real-time traffic surveillance from video streams and interoperability of fog computing architectures Presents the latest research on data quality in the IoT, privacy, security, and trust issues in fog computing Fog Computing: Theory and Practice provides a platform for researchers, practitioners, and graduate students from computer science, computer engineering, and various other disciplines to gain a deep understanding of fog computing.

Computer Vision and Machine Intelligence Paradigms for SDGs

R. Jagadeesh Kannan,Sabu M. Thampi,Shyh-Hau Wang
Computer Vision and Machine Intelligence Paradigms for SDGs Book PDF

Author : R. Jagadeesh Kannan,Sabu M. Thampi,Shyh-Hau Wang
Publisher : Springer Nature
Page : 339 pages
File Size : 46,7 Mb
Release : 2023-01-01
Category : Computers
ISBN : 9789811971693

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Computer Vision and Machine Intelligence Paradigms for SDGs by R. Jagadeesh Kannan,Sabu M. Thampi,Shyh-Hau Wang Pdf

This book constitutes refereed proceedings of the 4th International Conference on Recent Trends in Advanced Computing - Computer Vision and Machine Intelligence Paradigms for Sustainable Development Goals. This book covers novel and state-of-the-art methods in computer vision coupled with intelligent techniques including machine learning, deep learning, and soft computing techniques. The contents of this book will be useful to researchers from industry and academia. This book includes contemporary innovations, trends, and concerns in computer vision with recommended solutions to real-world problems adhering to sustainable development from researchers across industry and academia. This book serves as a valuable reference resource for academics and researchers across the globe.

Fog Data Analytics for IoT Applications

Sudeep Tanwar
Fog Data Analytics for IoT Applications Book PDF

Author : Sudeep Tanwar
Publisher : Springer Nature
Page : 501 pages
File Size : 48,8 Mb
Release : 2020-08-25
Category : Technology & Engineering
ISBN : 9789811560446

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Fog Data Analytics for IoT Applications by Sudeep Tanwar Pdf

This book discusses the unique nature and complexity of fog data analytics (FDA) and develops a comprehensive taxonomy abstracted into a process model. The exponential increase in sensors and smart gadgets (collectively referred as smart devices or Internet of things (IoT) devices) has generated significant amount of heterogeneous and multimodal data, known as big data. To deal with this big data, we require efficient and effective solutions, such as data mining, data analytics and reduction to be deployed at the edge of fog devices on a cloud. Current research and development efforts generally focus on big data analytics and overlook the difficulty of facilitating fog data analytics (FDA). This book presents a model that addresses various research challenges, such as accessibility, scalability, fog nodes communication, nodal collaboration, heterogeneity, reliability, and quality of service (QoS) requirements, and includes case studies demonstrating its implementation. Focusing on FDA in IoT and requirements related to Industry 4.0, it also covers all aspects required to manage the complexity of FDA for IoT applications and also develops a comprehensive taxonomy.

Advances and Applications of Artificial Intelligence & Machine Learning

Bhuvan Unhelkar,Hari Mohan Pandey,Arun Prakash Agrawal,Ankur Choudhary
Advances and Applications of Artificial Intelligence Machine Learning Book PDF

Author : Bhuvan Unhelkar,Hari Mohan Pandey,Arun Prakash Agrawal,Ankur Choudhary
Publisher : Springer Nature
Page : 782 pages
File Size : 46,9 Mb
Release : 2023-12-21
Category : Technology & Engineering
ISBN : 9789819959747

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Advances and Applications of Artificial Intelligence & Machine Learning by Bhuvan Unhelkar,Hari Mohan Pandey,Arun Prakash Agrawal,Ankur Choudhary Pdf

This volume comprises the select peer-reviewed proceedings of the International Conference on Advances and Applications of Artificial Intelligence and Machine Learning 2022 (ICAAAIML 2022). It aims to provide a comprehensive and broad-spectrum picture of state-of-the-art research and development in the areas of artificial intelligence, machine learning, deep learning, and their advanced applications in computer vision and blockchain. It also covers research in core concepts of computers, intelligent system design and deployment, real-time systems, WSN, sensors and sensor nodes, software engineering, image processing, and cloud computing. This volume will provide a valuable resource for those in academia and industry.

AI-Driven Digital Twin and Industry 4.0

Sita Rani,Pankaj Bhambri,Sachin Kumar,Piyush Kumar Pareek,Ahmed A. Elngar
AI Driven Digital Twin and Industry 4 0 Book PDF

Author : Sita Rani,Pankaj Bhambri,Sachin Kumar,Piyush Kumar Pareek,Ahmed A. Elngar
Publisher : CRC Press
Page : 339 pages
File Size : 54,8 Mb
Release : 2024-06-19
Category : Computers
ISBN : 9781040041130

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AI-Driven Digital Twin and Industry 4.0 by Sita Rani,Pankaj Bhambri,Sachin Kumar,Piyush Kumar Pareek,Ahmed A. Elngar Pdf

This book presents the role of AI-Driven Digital Twin in the Industry 4.0 ecosystem by focusing on Smart Manufacturing, sustainable development, and many other applications. It also discusses different case studies and presents an in-depth understanding of the benefits and limitations of using AI and Digital Twin for industrial developments. AI-Driven Digital Twin and Industry 4.0: A Conceptual Framework with Applications introduces the role of Digital Twin in Smart Manufacturing and focuses on the Digital Twin framework throughout. It provides a summary of the various AI applications in the Industry 4.0 environment and emphasizes the role of advanced computational and communication technologies. The book offers demonstrative examples of AI-Driven Digital Twin in various application domains and includes AI techniques used to analyze the environmental impact of industrial operations along with examples. The book reviews the major challenges in the deployment of AI-Driven Digital Twin in the Industry 4.0 ecosystem and presents an understanding of how AI is used in the designing of Digital Twin for various applications. The book also enables familiarity with various industrial applications of computational and communication technologies and summarizes the ongoing research and innovations in the areas of AI, Digital Twin, and Smart Manufacturing while also tracking the various research challenges along with future advances. This reference book is a must-read and is very beneficial to students, researchers, academicians, industry experts, and professionals working in related fields.

5G and Beyond Wireless Networks

Indrasen Singh,Shubham Tayal,Niraj Pratap Singh,Vijay Shanker Tripathi,Ghanshyam Singh
5G and Beyond Wireless Networks Book PDF

Author : Indrasen Singh,Shubham Tayal,Niraj Pratap Singh,Vijay Shanker Tripathi,Ghanshyam Singh
Publisher : CRC Press
Page : 246 pages
File Size : 45,7 Mb
Release : 2024-02-26
Category : Computers
ISBN : 9781003836001

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5G and Beyond Wireless Networks by Indrasen Singh,Shubham Tayal,Niraj Pratap Singh,Vijay Shanker Tripathi,Ghanshyam Singh Pdf

5G and Beyond Wireless Networks: Technology, Network Deployments, and Materials for Antenna Design offers a comprehensive overview of 5G and beyond 5G wireless networks along with emerging technologies that support the design and development of wireless networks. It also includes discussions on various materials used for practical antenna design which are suitable for 5G, beyond 5G applications, and cell-free massive MIMO systems. The book discusses the latest techniques used in 5G and beyond 5G (B5G) communication, such as non-orthogonal multiple access (NOMA), device-to-device (D2D) communication, 6G ultra-dense O-RAN, rate-splitting multiple access (RSMA), simultaneous wireless information and power transfer (SWIPT), massive multiple input multiple output (mMIMO), and cell-free massive MIMO systems, which are explained in detail for 5G and beyond cellular networks. The description of NOMA and their benefit for 5G and beyond networks is also addressed along with D2D communication for next generation cellular networks. RSMA technique is also explained for 6G communication. Detailed descriptions for the design and development of 5G and beyond networks over various techniques are included. The materials specification to design antenna for 5G application are also given. The role of metalens in designing effective antennas and material specifications for 5G applications is explained in this book. Apart from the above emerging topics, this book also gives ideas about intelligent communication, Internet of Multimedia Things (IOMT), millimeter-wave MIMO-UFMC, and fog computing cloud networks. The last chapter gives details about the legal frameworks for 5G technology for responsible and sustainable deployment. Overall, this book may benefit network design engineers and researchers working in the area of next generation cellular networks. The contents of this book will be helpful for young researchers and master students, and network design engineers who are working in the area of next generation cellular networks.

Advancements in Interdisciplinary Research

Vijayan Sugumaran,Divya Upadhyay,Shanu Sharma
Advancements in Interdisciplinary Research Book PDF

Author : Vijayan Sugumaran,Divya Upadhyay,Shanu Sharma
Publisher : Springer Nature
Page : 562 pages
File Size : 55,6 Mb
Release : 2023-01-20
Category : Computers
ISBN : 9783031237249

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Advancements in Interdisciplinary Research by Vijayan Sugumaran,Divya Upadhyay,Shanu Sharma Pdf

This volume constitutes selected and revised papers presented at the First International Conference on Advancements in Interdisciplinary Research, AIR 2022, held in Allahabad, India, in May 2022. The 49 papers were thoroughly reviewed and selected from the 252 submissions. They are organized in topical sections on ​novel technologies enabled secured privacy models and optimized networking infrastructures toward secure industries; developments towards sustainable healthcare sector; machine learning and deep learning enabled applications in different sectors; robotics and computer vision for intelligent automation in industries; trending technologies: frameworks and applications focusing real life issues.

Big Data, Cloud Computing and IoT

Sita Rani,Pankaj Bhambri,Aman Kataria,Alex Khang,Arun Kumar Sivaraman
Big Data Cloud Computing and IoT Book PDF

Author : Sita Rani,Pankaj Bhambri,Aman Kataria,Alex Khang,Arun Kumar Sivaraman
Publisher : CRC Press
Page : 259 pages
File Size : 54,6 Mb
Release : 2023-04-19
Category : Computers
ISBN : 9781000862362

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Big Data, Cloud Computing and IoT by Sita Rani,Pankaj Bhambri,Aman Kataria,Alex Khang,Arun Kumar Sivaraman Pdf

Cloud computing, the Internet of Things (IoT), and big data are three significant technological trends affecting the world's largest corporations. This book discusses big data, cloud computing, and the IoT, with a focus on the benefits and implementation problems. In addition, it examines the many structures and applications pertinent to these disciplines. Also, big data, cloud computing, and the IoT are proposed as possible study avenues. Features: Informs about cloud computing, IoT and big data, including theoretical foundations and the most recent empirical findings Provides essential research on the relationship between various technologies and the aggregate influence they have on solving real-world problems Ideal for academicians, developers, researchers, computer scientists, practitioners, information technology professionals, students, scholars, and engineers exploring research on the incorporation of technological innovations to address contemporary societal challenges

Soft Computing for Security Applications

G. Ranganathan,Xavier Fernando,Selwyn Piramuthu
Soft Computing for Security Applications Book PDF

Author : G. Ranganathan,Xavier Fernando,Selwyn Piramuthu
Publisher : Springer Nature
Page : 754 pages
File Size : 48,5 Mb
Release : 2022-09-29
Category : Technology & Engineering
ISBN : 9789811935909

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Soft Computing for Security Applications by G. Ranganathan,Xavier Fernando,Selwyn Piramuthu Pdf

This book features selected papers from the International Conference on Soft Computing for Security Applications (ICSCS 2022), held at Dhirajlal Gandhi College of Technology, Tamil Nadu, India, during April 21–22, 2022. It covers recent advances in the field of soft computing techniques such as fuzzy logic, neural network, support vector machines, evolutionary computation, machine learning and probabilistic reasoning to solve various real-time challenges. This book presents innovative work by leading academics, researchers, and experts from industry.