Artificial Intelligence For Cloud And Edge Computing For Super Networks 5g How To Monetize 5g Super Networks For Cloud And Edge Computing Using Ai

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Artificial Intelligence for Cloud and Edge Computing for Super Networks -5G: How to Monetize 5G Super Networks for Cloud and Edge Computing using AI

Author : Sajjad Ahmad
Publisher : Sajjad ahmad
ISBN 13 :
Total Pages : 106 pages
Book Rating : 4.3/5 (213 download)

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Book Synopsis Artificial Intelligence for Cloud and Edge Computing for Super Networks -5G: How to Monetize 5G Super Networks for Cloud and Edge Computing using AI by : Sajjad Ahmad

Download or read book Artificial Intelligence for Cloud and Edge Computing for Super Networks -5G: How to Monetize 5G Super Networks for Cloud and Edge Computing using AI written by Sajjad Ahmad and published by Sajjad ahmad. This book was released on 2024-04-01 with total page 106 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Artificial Intelligence for Cloud and Edge Computing for Super Networks -5G" Harnessing 5G and Edge Cloud Computing for Business Innovation is a comprehensive guidebook that delves into the transformative potential of edge cloud computing in conjunction with 5G networks. Authored by industry experts, the book offers a detailed exploration of how these cutting-edge technologies intersect to revolutionize various business sectors. From healthcare and industrial automation to sports venues and entertainment, the book provides insightful use cases, real-life examples, and practical strategies for leveraging edge computing to drive innovation, enhance operational efficiency, and unlock new revenue streams. With a focus on business-to-business applications, the book serves as a roadmap for organizations seeking to capitalize on the power of edge computing and 5G to stay ahead in today's digital landscape.

Edge AI

Author : Xiaofei Wang
Publisher : Springer Nature
ISBN 13 : 9811561869
Total Pages : 156 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Edge AI by : Xiaofei Wang

Download or read book Edge AI written by Xiaofei Wang and published by Springer Nature. This book was released on 2020-08-31 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: As an important enabler for changing people’s lives, advances in artificial intelligence (AI)-based applications and services are on the rise, despite being hindered by efficiency and latency issues. By focusing on deep learning as the most representative technique of AI, this book provides a comprehensive overview of how AI services are being applied to the network edge near the data sources, and demonstrates how AI and edge computing can be mutually beneficial. To do so, it introduces and discusses: 1) edge intelligence and intelligent edge; and 2) their implementation methods and enabling technologies, namely AI training and inference in the customized edge computing framework. Gathering essential information previously scattered across the communication, networking, and AI areas, the book can help readers to understand the connections between key enabling technologies, e.g. a) AI applications in edge; b) AI inference in edge; c) AI training for edge; d) edge computing for AI; and e) using AI to optimize edge. After identifying these five aspects, which are essential for the fusion of edge computing and AI, it discusses current challenges and outlines future trends in achieving more pervasive and fine-grained intelligence with the aid of edge computing.

Network Slicing for 5G and Beyond Networks

Author : S. M. Ahsan Kazmi
Publisher : Springer
ISBN 13 : 3030161706
Total Pages : 148 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Network Slicing for 5G and Beyond Networks by : S. M. Ahsan Kazmi

Download or read book Network Slicing for 5G and Beyond Networks written by S. M. Ahsan Kazmi and published by Springer. This book was released on 2019-05-14 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Driving 5G Mobile Communications with Artificial Intelligence towards 6G

Author : Dragorad A. Milovanovic
Publisher : CRC Press
ISBN 13 : 1000851494
Total Pages : 503 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Driving 5G Mobile Communications with Artificial Intelligence towards 6G by : Dragorad A. Milovanovic

Download or read book Driving 5G Mobile Communications with Artificial Intelligence towards 6G written by Dragorad A. Milovanovic and published by CRC Press. This book was released on 2023-04-06 with total page 503 pages. Available in PDF, EPUB and Kindle. Book excerpt: - provides some fundamental concepts related to 5G networks and the 5G NR signal processing. A review of AI and state of the art machine learning techniques is also given. - deals with the 5G/6G and AI enabled applications such as AR/VR, autonomous vehicles, mobile multimedia services, context aware communications, Industrial IoT and security. -elaborates on how AI techniques can enhance network and traffic management in 5G/6G networks. These include AI based mobility management, routing, scheduling, network performance optimization and even energy efficiency. -discusses the application of AI to 5G/6G NR signal processing and also the air interface. AI and deep learning techniques for channel coding, automatic modulation detection, channel estimation and equalization as well as spectrum management are presented with a view to highlight the benefits of using AI as compared to traditional techniques.

Shaping the Future of IoT with Edge Intelligence

Author : Rute C. Sofia
Publisher : CRC Press
ISBN 13 : 100381218X
Total Pages : 376 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Shaping the Future of IoT with Edge Intelligence by : Rute C. Sofia

Download or read book Shaping the Future of IoT with Edge Intelligence written by Rute C. Sofia and published by CRC Press. This book was released on 2024-01-08 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the technologies that empower edge intelligence, along with their use in novel IoT solutions. Specifically, it presents how 5G/6G, Edge AI, and Blockchain solutions enable novel IoT-based decentralized intelligence use cases at the edge of the cloud/edge/IoT continuum. Emphasis is placed on presenting how these technologies support a wide array of functional and non-functional requirements spanning latency, performance, cybersecurity, data protection, real-time performance, energy efficiency, and more. The various chapters of the book are contributed by several EU-funded projects, which have recently developed novel IoT platforms that enable the development and deployment of edge intelligence applications based on the cloud/edge paradigm. Each one of the projects employs its own approach and uses a different mix of networking, middleware, and IoT technologies. Therefore, each of the chapters of the book contributes a unique perspective on the capabilities of enabling technologies and their integration in practical real-life applications in different sectors. The book is structured in five distinct parts. Each one of the first four parts focuses on a specific set of enabling technologies for edge intelligence and smart IoT applications in the cloud/edge/IoT continuum. Furthermore, the fifth part provides information about complementary aspects of next-generation IoT technology, including information about business models and IoT skills. Specifically: The first part focuses on 5G/6G networking technologies and their roles in implementing edge intelligence applications. The second part presents IoT applications that employ machine learning and other forms of Artificial Intelligence at the edge of the network. The third part illustrates decentralized IoT applications based on distributed ledger technologies. The fourth part is devoted to the presentation of novel IoT applications and use cases spanning the cloud/edge/IoT continuum. The fifth part discusses complementary aspects of IoT technologies, including business models and digital skills.

Predictive Analytics in Cloud, Fog, and Edge Computing

Author : Hiren Kumar Thakkar
Publisher : Springer Nature
ISBN 13 : 3031180348
Total Pages : 252 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Predictive Analytics in Cloud, Fog, and Edge Computing by : Hiren Kumar Thakkar

Download or read book Predictive Analytics in Cloud, Fog, and Edge Computing written by Hiren Kumar Thakkar and published by Springer Nature. This book was released on 2022-12-16 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the relationship of recent technologies (such as Blockchain, IoT, and 5G) with the cloud computing as well as fog computing, and mobile edge computing. The relationship will not be limited to only architecture proposal, trends, and technical advancements. However, the book also explores the possibility of predictive analytics in cloud computing with respect to Blockchain, IoT, and 5G. The recent advancements in the internet-supported distributed computing i.e. cloud computing, has made it possible to process the bulk amount of data in a parallel and distributed. This has made it a lucrative technology to process the data generated from technologies such as Blockchain, IoT, and 5G. However, there are several issues a Cloud Service Provider (CSP) encounters, such as Blockchain security in cloud, IoT elasticity and scalability management in cloud, Service Level Agreement (SLA) compliances for 5G, Resource management, Load balancing, and Fault-tolerance. This edited book will discuss the aforementioned issues in connection with Blockchain, IoT, and 5G. Moreover, the book discusses how the cloud computing is not sufficient and one needs to use fog computing, and edge computing to efficiently process the data generated from IoT, and 5G. Moreover, the book shows how smart city, smart healthcare system, and smart communities are few of the most relevant IoT applications where fog computing plays a significant role. The book discusses the limitation of fog computing and the need for the edge computing to further reduce the network latency to process streaming data from IoT devices. The book also explores power of predictive analytics of Blockchain, IoT, and 5G data in cloud computing with its sister technologies. Since, the amount of resources increases day-by day, artificial intelligence (AI) tools are becoming more popular due to their capability which can be used in solving wide variety of issues, such as minimize the energy consumption of physical servers, optimize the service cost, improve the quality of experience, increase the service availability, efficiently handle the huge data flow, manages the large number of IoT devices, etc.

Intelligent Mobile Service Computing

Author : Honghao Gao
Publisher : Springer Nature
ISBN 13 : 3030501841
Total Pages : 117 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Intelligent Mobile Service Computing by : Honghao Gao

Download or read book Intelligent Mobile Service Computing written by Honghao Gao and published by Springer Nature. This book was released on 2020-09-24 with total page 117 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses recent research and applications in intelligent service computing in mobile environments. The authors first explain how advances in artificial intelligence and big data have allowed for an array of intelligent services with complex and diverse applications. They then show how this brings new opportunities and challenges for service computing. The book, made up of contributions from academic and industry, aims to present advances in intelligent services, new algorithms and techniques in the field, foundational theory and systems, as well as practical real-life applications. Some of the topics discussed include cognition, modeling, description and verification for intelligent services; discovery, recommendation and selection for intelligent services; formal verification, testing and inspection for intelligent services; and composition and cooperation methods for intelligent services.

Artificial Intelligence for Cloud and Edge Computing

Author : Sanjay Misra
Publisher :
ISBN 13 : 9783030808228
Total Pages : 0 pages
Book Rating : 4.8/5 (82 download)

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Book Synopsis Artificial Intelligence for Cloud and Edge Computing by : Sanjay Misra

Download or read book Artificial Intelligence for Cloud and Edge Computing written by Sanjay Misra and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the future possibilities of AI with cloud computing and edge computing. The main goal of this book is to conduct analyses, implementation and discussion of many tools (of artificial intelligence, machine learning and deep learning and cloud computing, fog computing, and edge computing including concepts of cyber security) for understanding integration of these technologies. With this book, readers can quickly get an overview of these emerging topics and get many ideas of the future of AI with cloud, edge, and in many other areas. Topics include machine and deep learning techniques for Internet of Things based cloud systems; security, privacy and trust issues in AI based cloud and IoT based cloud systems; AI for smart data storage in cloud-based IoT; blockchain based solutions for AI based cloud and IoT based cloud systems.This book is relevent to researchers, academics, students, and professionals. Presents fusion of cloud computing services and AI technology for bringing a significant change in the technology industry; Includes self-assessment problems for increasing knowledge of real world problems, i.e., how AI and cloud/edge computing can change business for the better; Provides innovative results of integrations of AI in other applications such as healthcare, finance, manufacturing, transportation, agriculture, etc.

Network Management in Cloud and Edge Computing

Author : Yuchao Zhang
Publisher : Springer
ISBN 13 : 9789811501401
Total Pages : 0 pages
Book Rating : 4.5/5 (14 download)

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Book Synopsis Network Management in Cloud and Edge Computing by : Yuchao Zhang

Download or read book Network Management in Cloud and Edge Computing written by Yuchao Zhang and published by Springer. This book was released on 2021-08-26 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Traditional cloud computing and the emerging edge computing have greatly promoted the development of Internet applications. But what are the key issues in these two trends and what are the differences between them? This book systematically introduces several key procedures in both cloud computing and edge computing scenarios, with each chapter providing a detailed description of novel design. In addition, the book also discusses a series of important findings from industry collaborations, which greatly enhance our understanding of the real system of industry. This book is not only a valuable reference resource for researchers, but also provides large-scale deployment cases for real systems in industry. In order to gain the most benefit from this book, readers should have some the basic knowledge of computer networks.

Edge Computing – EDGE 2022

Author : Min Luo
Publisher : Springer Nature
ISBN 13 : 3031234707
Total Pages : 119 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Edge Computing – EDGE 2022 by : Min Luo

Download or read book Edge Computing – EDGE 2022 written by Min Luo and published by Springer Nature. This book was released on 2022-12-15 with total page 119 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 6th International Conference on Edge Computing, EDGE 2022, held as part of the Services Conference Federation, SCF 2022, held in Honolulu, HI, USA, in December 2022. The 5 full and 2 short papers presented in this volume were carefully reviewed and selected from 16 submissions. The International Conference on Edge Computing (EDGE) aims to become a prime international forum for both researchers and industry practitioners to exchange the latest fundamental advances in the state of the art and practice of edge computing, identify emerging research topics, and define the future of edge computing.

Edge Intelligence in the Making

Author : Sen Lin
Publisher :
ISBN 13 : 9781681739908
Total Pages : 233 pages
Book Rating : 4.7/5 (399 download)

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Book Synopsis Edge Intelligence in the Making by : Sen Lin

Download or read book Edge Intelligence in the Making written by Sen Lin and published by . This book was released on 2020-10-21 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the explosive growth of mobile computing and Internet of Things (IoT) applications, as exemplified by AR/VR, smart city, and video/audio surveillance, billions of mobile and IoT devices are being connected to the Internet, generating zillions of bytes of data at the network edge. Driven by this trend, there is an urgent need to push the frontiers of artificial intelligence (AI) to the network edge to fully unleash the potential of IoT big data. Indeed, the marriage of edge computing and AI has resulted in innovative solutions, namely edge intelligence or edge AI. Nevertheless, research and practice on this emerging inter-disciplinary field is still in its infancy stage. To facilitate the dissemination of the recent advances in edge intelligence in both academia and industry, this book conducts a comprehensive and detailed survey of the recent research efforts and also showcases the authors' own research progress on edge intelligence. Specifically, the book first reviews the background and present motivation for AI running at the network edge. Next, it provides an overview of the overarching architectures, frameworks, and emerging key technologies for deep learning models toward training/inference at the network edge. To illustrate the research problems for edge intelligence, the book also showcases four of the authors' own research projects on edge intelligence, ranging from rigorous theoretical analysis to studies based on realistic implementation. Finally, it discusses the applications, marketplace, and future research opportunities of edge intelligence. This emerging interdisciplinary field offers many open problems and yet also tremendous opportunities, and this book only touches the tip of iceberg. Hopefully, this book will elicit escalating attention, stimulate fruitful discussions, and open new directions on edge intelligence.

Networks Attack Detection on 5G Networks using Data Mining Techniques

Author : Sagar Dhanraj Pande
Publisher : CRC Press
ISBN 13 : 1040016480
Total Pages : 216 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Networks Attack Detection on 5G Networks using Data Mining Techniques by : Sagar Dhanraj Pande

Download or read book Networks Attack Detection on 5G Networks using Data Mining Techniques written by Sagar Dhanraj Pande and published by CRC Press. This book was released on 2024-04-23 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) and its applications have risen to prominence as one of the most active study areas in recent years. In recent years, a rising number of AI applications have been applied in a variety of areas. Agriculture, transportation, medicine, and health are all being transformed by AI technology. The Internet of Things (IoT) market is thriving, having a significant impact on a wide variety of industries and applications, including e-health care, smart cities, smart transportation, and industrial engineering. Recent breakthroughs in artificial intelligence and machine learning techniques have reshaped various aspects of artificial vision, considerably improving the state of the art for artificial vision systems across a broad range of high-level tasks. As a result, several innovations and studies are being conducted to improve the performance and productivity of IoT devices across multiple industries using machine learning and artificial intelligence. Security is a primary consideration when analyzing the next generation communication network due to the rapid advancement of technology. Additionally, data analytics, deep intelligence, deep learning, cloud computing, and intelligent solutions are being employed in medical, agricultural, industrial, and health care systems that are based on the Internet of Things. This book will look at cutting-edge Network Attacks and Security solutions that employ intelligent data processing and Machine Learning (ML) methods. This book: Covers emerging technologies of network attacks and management aspects Presents artificial intelligence techniques for networks and resource optimization, and toward network automation, and security Showcases recent industrial and technological aspects of next-generation networks Illustrates artificial intelligence techniques to mitigate cyber-attacks, authentication, and authorization challenges Explains smart, and real-time monitoring services, multimedia, cloud computing, and information processing methodologies in 5G networks It is primarily for senior undergraduates, graduate students and academic researchers in the fields of electrical engineering, electronics and communication engineering, computer engineering, and information technology

Edge Computing – EDGE 2021

Author : Liang-Jie Zhang
Publisher : Springer Nature
ISBN 13 : 303096504X
Total Pages : 105 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Edge Computing – EDGE 2021 by : Liang-Jie Zhang

Download or read book Edge Computing – EDGE 2021 written by Liang-Jie Zhang and published by Springer Nature. This book was released on 2022-03-02 with total page 105 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the International Conference on Edge Computing, EDGE 2021, held virtually as part of SCF 2021, held as a Virtual Event, December 10–14, 2021. The 5 full and 2 short papers presented in this volume were carefully reviewed and selected from 18 submissions. The conference proceeding EDGE 2021 presents the latest fundamental advances in the state of the art and practice of edge computing, identify emerging research topics, and define the future of edge computing.

Edge Computing

Author : Sam Goundar
Publisher : BoD – Books on Demand
ISBN 13 : 1837688613
Total Pages : 260 pages
Book Rating : 4.8/5 (376 download)

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Book Synopsis Edge Computing by : Sam Goundar

Download or read book Edge Computing written by Sam Goundar and published by BoD – Books on Demand. This book was released on 2023-08-02 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the years, computing has moved from centralized location-based computing to distributed cloud computing. Because of cloud computing’s security, regulatory, and latency issues, it was necessary to move all computation processes to the edge of the network (edge computing). However, at the edge, traditional computing devices no longer exist on their own. They have been joined by millions of mobile, Internet of Things (IoT), and smart devices, all needing computation. Therefore, edge computing infrastructure is necessary for multiple devices at the edge of the network. This book explores various technologies that make edge computing possible and how to manage computing at the edge and integrate it with existing networks and 5G networks of the future. It investigates the current state-of-the-art infrastructure and architecture and highlights advances and future trends. Security and privacy become a concern when you compute at the edge because the data needs to travel across various network nodes and user devices at the edge. As such, this book also discusses the management of security, privacy, and other network issues.

AI-Driven Innovations

Author : Rohan Singh Rajput
Publisher : Cari Journals USA LLC
ISBN 13 : 9914746152
Total Pages : 86 pages
Book Rating : 4.9/5 (147 download)

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Book Synopsis AI-Driven Innovations by : Rohan Singh Rajput

Download or read book AI-Driven Innovations written by Rohan Singh Rajput and published by Cari Journals USA LLC. This book was released on 2024-03-06 with total page 86 pages. Available in PDF, EPUB and Kindle. Book excerpt: TOPICS IN THE BOOK Proactive Edge Computing for Smart City: A Novel Case for ML-Powered IoT From Data to Decisions: Enhancing Retail with AI and Machine Learning Commercial Mobile Alert System LTE & 5G Network Optimization Harnessing the Power of AI for Enhanced Regulatory Compliance and Risk Management in Fintech

6GN for Future Wireless Networks

Author : Xiaofei Wang
Publisher : Springer Nature
ISBN 13 : 303063941X
Total Pages : 550 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis 6GN for Future Wireless Networks by : Xiaofei Wang

Download or read book 6GN for Future Wireless Networks written by Xiaofei Wang and published by Springer Nature. This book was released on 2021-01-28 with total page 550 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the Third International Conference on 6G for Future Wireless Networks, 6GN 2020, held in Tianjin, China, in August 2020. The conference was held virtually due to the COVID-19 pandemic. The 45 full papers were selected from 109 submissions and present the state of the art and practical applications of 6G technologies. The papers are arranged thematically on network scheduling and optimization; wireless system and platform; intelligent applications; network performance evaluation; cyber security and privacy; technologies for private 5G/6G.

Artificial Intelligence and Mobile Services – AIMS 2021

Author : Yi Pan
Publisher : Springer Nature
ISBN 13 : 3030960331
Total Pages : 123 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Artificial Intelligence and Mobile Services – AIMS 2021 by : Yi Pan

Download or read book Artificial Intelligence and Mobile Services – AIMS 2021 written by Yi Pan and published by Springer Nature. This book was released on 2022-02-13 with total page 123 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 10th International Conference on Artificial Intelligence and Mobile Services, AIMS 2021, held as a virtual conference as part of SCF 2021, during December 10-14, 2021. The 9 full presented were carefully reviewed and selected from 20 submissions. They cover topics in AI Modeling, AI Analysis, AI and Mobile Applications, AI Architecture, AI Management, AI Engineering, mobile backend as a service (MBaaS), user experience of AI and mobile services.