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Evolutionary Computing and Mobile Sustainable Networks: Proceedings of ICECMSN 2021 (Lecture Notes on Data Engineering and Communications Technologies #116)
by V. Suma Xavier Fernando Ke-Lin Du Haoxiang WangThis book mainly reflects the recent research works in evolutionary computation technologies and mobile sustainable networks with a specific focus on computational intelligence and communication technologies that widely ranges from theoretical foundations to practical applications in enhancing the sustainability of mobile networks. Today, network sustainability has become a significant research domain in both academia and industries present across the globe. Also, the network sustainability paradigm has generated a solution for existing optimization challenges in mobile communication networks. Recently, the research advances in evolutionary computing technologies including swarm intelligence algorithms and other evolutionary algorithm paradigms are considered as the widely accepted descriptors for mobile sustainable networks virtualization, optimization, and automation. To deal with the emerging impacts on mobile communication networks, this book discusses about the state-of-the research works on developing a sustainable design and their implementation in mobile networks. With the advent of evolutionary computation algorithms, this book contributes varied research chapters to develop a new perspective on mobile sustainable networks.
Intelligent Crowdsourced Testing
by Qing Wang Yang Feng Zhenyu Chen Junjie WangIn an article for Wired Magazine in 2006, Jeff Howe defined crowdsourcing as an idea for outsourcing a task that is traditionally performed by a single employee to a large group of people in the form of an open call. Since then, by modifying crowdsourcing into different forms, some of the most successful new companies on the market have used this idea to make people’s lives easier and better. On the other hand, software testing has long been recognized as a time-consuming and expensive activity. Mobile application testing is especially difficult, largely due to compatibility issues: a mobile application must work on devices with different operating systems (e.g. iOS, Android), manufacturers (e.g. Huawei, Samsung) and keypad types (e.g. virtual keypad, hard keypad). One cannot be 100% sure that, just because a tested application works well on one device, it will run smoothly on all others.Crowdsourced testing is an emerging paradigm that can improve the cost-effectiveness of software testing and accelerate the process, especially for mobile applications. It entrusts testing tasks to online crowdworkers whose diverse testing devices/contexts, experience, and skill sets can significantly contribute to more reliable, cost-effective and efficient testing results. It has already been adopted by many software organizations, including Google, Facebook, Amazon and Microsoft. This book provides an intelligent overview of crowdsourced testing research and practice. It employs machine learning, data mining, and deep learning techniques to process the data generated during the crowdsourced testing process, to facilitate the management of crowdsourced testing, and to improve the quality of crowdsourced testing.
Machine Intelligence and Smart Systems: Proceedings of MISS 2021 (Algorithms for Intelligent Systems)
by Shikha Agrawal Kamlesh Kumar Gupta Jonathan H. Chan Jitendra Agrawal Manish GuptaThis book is a collection of peer-reviewed best selected research papers presented at the Second International Conference on Machine Intelligence and Smart Systems (MISS 2021), organized during September 24–25, 2021, in Gwalior, India. The book presents new advances and research results in the fields of machine intelligence, artificial intelligence and smart systems. It includes main paradigms of machine intelligence algorithms, namely (1) neural networks, (2) evolutionary computation, (3) swarm intelligence, (4) fuzzy systems and (5) immunological computation. Scientists, engineers, academicians, technology developers, researchers, students and government officials will find this book useful in handling their complicated real-world issues by using machine intelligence methodologies.
Smart Intelligent Computing and Applications, Volume 1: Proceedings of Fifth International Conference on Smart Computing and Informatics (SCI 2021) (Smart Innovation, Systems and Technologies #282)
by Vikrant Bhateja Suresh Chandra Satapathy Carlos M. Travieso-Gonzalez T. AdilakshmiThe proceeding presents best selected papers presented at 5th International Conference on Smart Computing and Informatics (SCI 2021), held at Department of Computer Science and Engineering, Vasvi College of Engineering, Hyderabad, Telangana, India, during 17 – 18 September 2021. It presents advanced and multi-disciplinary research towards the design of smart computing and informatics. The theme is on a broader front focuses on various innovation paradigms in system knowledge, intelligence and sustainability that may be applied to provide realistic solutions to varied problems in society, environment and industries. The scope is also extended towards the deployment of emerging computational and knowledge transfer approaches, optimizing solutions in various disciplines of science, technology and healthcare. The work is published in two volumes.
Biological Antenna to the Humanoid Bot: Electromagnetic Resonances in Biomaterials (Studies in Rhythm Engineering)
by Kanad Ray Anirban Bandyopadhyay Pushpendra SinghThe book outlines a pathway to the development of fusion of electromagnetic resonance and artificial intelligence which will dominate the world of communication engineering. Electromagnetic resonance is fundamental to all biomaterials. The authors explore the peculiarities of this typical resonance behaviour in the literatures and provide the key points where the research should direct. Biological antennas are inspiring designing of several electromagnetic devices. From biomimetic engineering to humanoid bots a revolution is undergoing. Authors include entire development in the form of a book along with their contribution to this field.
GreenEdge: New Perspectives to Energy Management and Supply in Mobile Edge Computing (SpringerBriefs in Computer Science)
by Guoming Tang Deke Guo Kui WuThe 5G technology has been commercialized worldwide and is expected to provide superior performance with enhanced mobile broadband, ultra-low latency transmission, and massive IoT connections. Meanwhile, the edge computing paradigm gets popular to provide distributed computing and storage resources in proximity to the users. As edge services and applications prosper, 5G and edge computing will be tightly coupled and continuously promote each other forward. Embracing this trend, however, mobile users, infrastructure providers, and service providers are all faced with the energy dilemma. On the user side, battery-powered mobile devices are much constrained by battery life, whereas mobile platforms and apps nowadays are usually power-hungry. At the infrastructure and service provider side, the energy cost of edge facilities accounts for a large proportion of operating expenses and has become a huge burden. This book provides a collection of most recent attempts to tackle the energy issues in mobile edge computing from new and promising perspectives. For example, the book investigates the pervasive low-battery anxiety among modern mobile users and quantifies the anxiety degree and likely behavior concerning the battery status. Based on the quantified model, a low-power video streaming solution is developed accordingly to save mobile devices' energy and alleviate users' low-battery anxiety. In addition to energy management for mobile users, the book also looks into potential opportunities to energy cost saving and carbon emission reduction at edge facilities, particularly the 5G base stations and geo-distributed edge datacenters.
Advances in Tourism, Technology and Systems: Selected Papers from ICOTTS 2021, Volume 2 (Smart Innovation, Systems and Technologies #284)
by João Vidal de Carvalho Pedro Liberato Alejandro PeñaThis book features a collection of high-quality research papers presented at the International Conference on Tourism, Technology & Systems (ICOTTS 2021), held at the University of Cartagena, in Cartagena de Indias, Colombia, from 4 to 6 November 2021. The book is divided into two volumes, and it covers the areas of technology in tourism and the tourist experience, generations and technology in tourism, digital marketing applied to tourism and travel, mobile technologies applied to sustainable tourism, information technologies in tourism, digital transformation of tourism business, e-tourism and tourism 2.0, big data and management for travel and tourism, geotagging and tourist mobility, smart destinations, robotics in tourism, and information systems and technologies.
Smart Intelligent Computing and Applications, Volume 2: Proceedings of Fifth International Conference on Smart Computing and Informatics (SCI 2021) (Smart Innovation, Systems and Technologies #283)
by Margarita N. Favorskaya Suresh Chandra Satapathy Vikrant Bhateja T. AdilakshmiThe proceeding presents best selected papers presented at 5th International Conference on Smart Computing and Informatics (SCI 2020), held at Department of Computer Science and Engineering, Vasavi College of Engineering, Hyderabad, Telangana, India, during 17 – 18 September 2021. It presents advanced and multi-disciplinary research towards the design of smart computing and informatics. The theme is on a broader front focuses on various innovation paradigms in system knowledge, intelligence and sustainability that may be applied to provide realistic solutions to varied problems in society, environment and industries. The scope is also extended towards the deployment of emerging computational and knowledge transfer approaches, optimizing solutions in various disciplines of science, technology and healthcare. The work is published in two volumes.
Big Data: 9th CCF Conference, BigData 2021, Guangzhou, China, January 8–10, 2022, Revised Selected Papers (Communications in Computer and Information Science #1496)
by Li Wang Yang Gao Wei Zhao Yinghuan Shi Nong Xiao Dan Huang Xiangke Liao Enhong Chen Changdong WangThis book constitutes the proceedings of the 9th CCF Conference on Big Data, BigData 2021, held in Guangzhou, China, in January 2022. Due to the COVID-19 pandemic BigData 2021 was postponed to 2022. The 21 full papers presented in this volume were carefully reviewed and selected from 66 submissions. They present recent research on theoretical and technical aspects on big data, as well as on digital economy demands in big data applications.
Advanced Intelligent Technologies for Industry: Proceedings of 2nd International Conference on Advanced Intelligent Technologies (ICAIT 2021) (Smart Innovation, Systems and Technologies #285)
by Kazumi Nakamatsu Roumen Kountchev Srikanta Patnaik Jair M. Abe Andrey TyugashevThe book includes new research results of scholars from the Second International Conference on Advanced Intelligent Technologies (ICAIT 2021) subtitled Intelligent Technology and Industry organized by IRNet International Academic Communication Center, held during October 15–17, 2021. The book covers research work from active researchers who are working on collaboration of industry and various intelligent technologies such as intelligent technologies applicable/applied to manufacturing and distribution of industrial products, factory automation, business, etc. The book focuses on theory, design, development, testing, and evaluation of all intelligent technologies applicable/applied to various parts of industry and its infrastructure. The topics included are all computational intelligence techniques applicable/applied to industry, intelligent techniques in data science applicable/applied to business and management, intelligent network systems applicable/applied to industrial production, intelligent technologies applicable to smart agriculture, and intelligent information systems for agriculture.
Recent Advances in Electrical and Electronic Engineering and Computer Science: Selected articles from ICCEE 2021, Malaysia (Lecture Notes in Electrical Engineering #865)
by Zahriladha Zakaria Seyed Sattar EmamianThis book highlights recent research works on computer science, electrical and electronic engineering which was presented virtually during the 3rd International Conference on Computer Science, Electrical & Electronic Engineering (ICCEE 2021), August 2021. Written by leading researchers and industry professionals, the papers highlight recent advances and address current issues in the respective fields.
New Technology for Inclusive and Sustainable Growth: Perception, Challenges and Opportunities (Smart Innovation, Systems and Technologies #287)
by Elena I. Inshakova Agnessa O. InshakovaThe book offers a multidisciplinary investigation into the economic, technological, environmental, and social impacts of Industry 4.0 technology that ensures inclusive and sustainable growth development of regions and countries. Along with identifying new opportunities that new technology provides for inclusive growth, the book aims to propose theoretical substantiation and develop economic, institutional, organizational, and information mechanisms that aid to reduce and eliminate the potential economic, social, and environmental risks. A broad multidisciplinary approach integrating research capabilities of economic and administrative sciences, artificial intelligence and computer sciences, pedagogy and linguistics, latest findings in the above mentioned scientific areas, as well as empirical evidence and pilot innovative research projects conducted by the contributors, allowed them to draw conclusions and develop recommendations for achieving inclusive growth in industrial and agricultural production, innovation and investment activities, management and environment protection, healthcare and education associated with the use of new technology. The contributors hope that empirical materials, innovative developments, and suggestions inspire scientific research, encourage applied studies, and supplement training programs in economic, administrative, social, and computer sciences at the advanced universities and research institutions, in the post-Soviet territory, in particular.
New Technology for Inclusive and Sustainable Growth: Technological Support, Standards and Commercial Turnover (Smart Innovation, Systems and Technologies #288)
by Agnessa O. Inshakova Elena I. InshakovaThis book presents body of knowledge on the economic, social and environmental impacts of the new Industry 4.0 technology use in view of regulating the related risks to ensure inclusive and sustainable growth in the Post-Soviet and selected developing countries while transition to a new technological order. The book brings together collected empirical evidence and pilot innovative research projects run by the author team that illustrate functional abilities, application potential and challenges of Industry 4.0 key enabling technologies (e.g., artificial intelligence, neural networks, blockchain, nanotechnology, etc.) and provides useful applied recommendations on managing the risks of their use in order to achieve economic growth fairly across society in the developed and developing countries. It presents suggestions to improve national legislation and existing economic regulations, which would also ensure boosting scientific research and training highly qualified personnel in computer, economic, administrative, legal and social sciences at the advanced universities and research institutions in the Post-Soviet area.
Applied Degree Education and the Future of Learning (Lecture Notes in Educational Technology)
by Christina Hong Will W. K. MaThis book draws on the responses to learning and teaching and applied education futures thinking, that provide insights into the future of learning. It brings together more than 30 novel and important applied research and scholarly contributions from around the world, including Australia, Canada, Finland, Germany, Hong Kong, Japan, Macau, Mainland China, Malaysia, Morocco, Pakistan, and the UK. The chapters, including reflective essays and practice-based case examples, are divided into five major themes:• Future ready values and competencies for the future of work• Innovative pedagogies in applied degree learning and training• Driving student access, engagement, and success through digital technologies• Intelligent technologies: Embedding the new world of work into applied degrees• Lifelong learning, partnering, and the future of workThis book is important for readers interested in international perspectives on the future of work and professional education.
Alternating Direction Method of Multipliers for Machine Learning
by Zhouchen Lin Huan Li Cong FangMachine learning heavily relies on optimization algorithms to solve its learning models. Constrained problems constitute a major type of optimization problem, and the alternating direction method of multipliers (ADMM) is a commonly used algorithm to solve constrained problems, especially linearly constrained ones. Written by experts in machine learning and optimization, this is the first book providing a state-of-the-art review on ADMM under various scenarios, including deterministic and convex optimization, nonconvex optimization, stochastic optimization, and distributed optimization. Offering a rich blend of ideas, theories and proofs, the book is up-to-date and self-contained. It is an excellent reference book for users who are seeking a relatively universal algorithm for constrained problems. Graduate students or researchers can read it to grasp the frontiers of ADMM in machine learning in a short period of time.
IRC-SET 2021: Proceedings of the 7th IRC Conference on Science, Engineering and Technology, August 2021, Singapore
by Huaqun Guo Hongliang Ren Victor Wang Eyasu Getahun Chekole Umayal LakshmananThis book highlights contemporary state of research in multidisciplinary areas in computer science, computer engineering, chemical engineering, mechanical engineering, physics, biomedical sciences, life sciences, medicine, and health care. The accepted submissions to the 7th IRC Conference on Science, Engineering and Technology (IRC-SET 2021) that were presented on August 7, 2021, are published in this conference proceedings. The papers presented here were shortlisted after extensive rounds of rigorous reviews by a panel of esteemed individuals who are pioneers and experts in their respective domains.
Intelligent and Cloud Computing: Proceedings of ICICC 2021 (Smart Innovation, Systems and Technologies #286)
by Debahuti Mishra Rajkumar Buyya Prasant Mohapatra Srikanta PatnaikThis book features a collection of high-quality research papers presented at the International Conference on Intelligent and Cloud Computing (ICICC 2021), held at Siksha 'O' Anusandhan (Deemed to be University), Bhubaneswar, India, during October 22–23, 2021. The book includes contributions on system and network design that can support existing and future applications and services. It covers topics such as cloud computing system and network design, optimization for cloud computing, networking, and applications, green cloud system design, cloud storage design and networking, storage security, cloud system models, big data storage, intra-cloud computing, mobile cloud system design, real-time resource reporting and monitoring for cloud management, machine learning, data mining for cloud computing, data-driven methodology and architecture, and networking for machine learning systems.
High Performance Computing and Networking: Select Proceedings of CHSN 2021 (Lecture Notes in Electrical Engineering #853)
by Ch. Satyanarayana Debasis Samanta Xiao-Zhi Gao Rajiv Kumar KapoorThis book comprises the proceedings of the 2nd International Conference on Computer Vision, High-Performance Computing, Smart Devices, and Networks (CHSN 2021). This book highlights the high-quality research articles in machine learning, computer vision, and networks. The content of this volume gives the reader an up-to-date picture of the state-of-the-art connection between computational intelligence, machine learning, and IoT. The papers included in this volume are peer-reviewed by experts in the related areas. The book will serve as a valuable reference resource for academics and researchers across the globe.
Smart Ports
by Weijian Mi Yuan LiuThis book demonstrates the concept of ecological system of the smart ports. The innovation is emphasized as the essence of the ecological system as well as the prerequisite and foundation of sustainable development of smart ports. The main supporting technologies of smart ports, including cyber-physical system, middle-office system, blockchain, artificial intelligence, machine vision, AR/VR, system simulation and emulation, digital monitoring and diagnosis, etc., are introduced with concepts and development descriptions as well as practical application cases. It could be used as demonstration and reference for the administrative staff, engineers and technicians as well as researchers in construction and operation of smart ports.
China Internet Development Report 2020: Blue Book for World Internet Conference
by Chinese Academy of Cyberspace StudiesThis book systematically summarizes the development process of China Internet in 2020, reveals the strong impact of Internet on China's economic development and social progress, and displays the course of the Chinese people's changes from beneficiary and participant to builder, contributor, and joint maintainer of cyberspace development and security during the Internet development; objectively reflects the development achievements, development status, and development trend of China Internet in 2020, systematically summarizes the main experience in the development of China Internet, and deeply analyzes China's strategic planning, policy actions, development results, practical level and future trend in information infrastructure, network information technology, digital economy, E-government, construction and management of network contents, network security, legal construction of cyberspace, international cyberspace governance, and other aspects; further improves the index system for the development of China Internet and makes an overall assessment of network security and informatization work in 31 provinces (autonomous regions and municipalities directly under the central government, excluding Hong Kong, Macao, and Taiwan) throughout China from 6 aspects, in the hope of reflecting the Internet development level throughout China and individual places comprehensively and accurately. With the important thoughts of General Secretary Xi Jinping on the national cyber development strategy as the main line running through the book, this book collects the latest research results in the domestic Internet field and utilizes the latest cases and authoritative data; featuring rich contents and highlights, this book helps the public readers to better comprehend the rich implications, spiritual essence, and practice requirements of the Internet governance concepts, thoughts, and opinions of General Secretary Xi Jinping and provides an important reference value for the employees in the Internet fields, such as government departments, Internet enterprises, scientific research institutions, colleges, and universities to fully understand and master the development of the China Internet.
Proceedings of the 5th International Conference on Electrical Engineering and Information Technologies for Rail Transportation: Novel Traction Drive Technologies of Rail Transportation (Lecture Notes in Electrical Engineering #864)
by Limin Jia Yong Qin Jianying Liang Zhigang Liu Lijun Diao Min AnThis book reflects the latest research trends, methods and experimental results in the field of electrical and information technologies for rail transportation, which covers abundant state-of-the-art research theories and ideas. As a vital field of research that is highly relevant to current developments in a number of technological domains, the subjects it covered include intelligent computing, information processing, communication technology, automatic control, etc. The objective of the proceedings is to provide a major interdisciplinary forum for researchers, engineers, academicians and industrial professionals to present the most innovative research and development in the field of rail transportation electrical and information technologies. Engineers and researchers in academia, industry and government will also explore an insightful view of the solutions that combine ideas from multiple disciplines in this field. The volumes serve as an excellent reference work for researchers and graduate students working on rail transportation and electrical and information technologies.
Proceedings of the 5th International Conference on Electrical Engineering and Information Technologies for Rail Transportation: Rail Transportation Information Processing and Operational Management Technologies (Lecture Notes in Electrical Engineering #867)
by Jianying Liang Limin Jia Yong Qin Zhigang Liu Lijun Diao Min AnThis book reflects the latest research trends, methods, and experimental results in the field of electrical and information technologies for rail transportation, which covers abundant state-of-the-art research theories and ideas. As a vital field of research that is highly relevant to current developments in a number of technological domains, the subjects it covered include intelligent computing, information processing, communication technology, automatic control, etc. The objective of the proceedings is to provide a major interdisciplinary forum for researchers, engineers, academicians, and industrial professionals to present the most innovative research and development in the field of rail transportation electrical and information technologies. Engineers and researchers in academia, industry, and government will also explore an insightful view of the solutions that combine ideas from multiple disciplines in this field. The volumes serve as an excellent reference work for researchers and graduate students working on rail transportation and electrical and information technologies.
Proceedings of the 5th International Conference on Electrical Engineering and Information Technologies for Rail Transportation: Rail Transportation System Safety and Maintenance Technologies (Lecture Notes in Electrical Engineering #868)
by Yong Qin Limin Jia Jianying Liang Zhigang Liu Lijun Diao Min AnThis book reflects the latest research trends, methods, and experimental results in the field of electrical and information technologies for rail transportation, which covers abundant state-of-the-art research theories and ideas. As a vital field of research that is highly relevant to current developments in a number of technological domains, the subjects it covered include intelligent computing, information processing, communication technology, automatic control, etc. The objective of the proceedings is to provide a major interdisciplinary forum for researchers, engineers, academicians, and industrial professionals to present the most innovative research and development in the field of rail transportation electrical and information technologies. Engineers and researchers in academia, industry, and government will also explore an insightful view of the solutions that combine ideas from multiple disciplines in this field. The volumes serve as an excellent reference work for researchers and graduate students working on rail transportation and electrical and information technologies.
Proceedings of the Fifth International Conference of Transportation Research Group of India: 5th CTRG Volume 1 (Lecture Notes in Civil Engineering #218)
by Dharamveer Singh Lelitha Vanajakshi Ashish Verma Animesh DasThis book (in three volumes) comprises the proceedings of the Fifth Conference of Transportation Research Group of India (CTRG2019) focusing on emerging opportunities and challenges in the field of transportation of people and freight. The contents of the book include characterization of conventional and innovative pavement materials, operational effects of road geometry, user impact of multimodal transport projects, spatial analysis of travel patterns, socio-economic impacts of transport projects, analysis of transportation policy and planning for safety and security, technology-enabled models of mobility services, etc. This book will be beneficial to researchers, educators, practitioners and policymakers alike.
Proceedings of the Fifth International Conference of Transportation Research Group of India: 5th CTRG Volume 3 (Lecture Notes in Civil Engineering #220)
by Manoranjan Parida Avijit Maji S. Velmurugan Animesh DasThis book (in three volumes) comprises the proceedings of the Fifth Conference of Transportation Research Group of India (CTRG2019) focusing on emerging opportunities and challenges in the field of transportation of people and freight. The contents of the volume include characterization of conventional and innovative pavement materials, operational effects of road geometry, user impact of multimodal transport projects, spatial analysis of travel patterns, socio-economic impacts of transport projects, analysis of transportation policy and planning for safety and security, technology enabled models of mobility services, etc. This book will be beneficial to researchers, educators, practitioners and policy makers alike.