This book gathers a selection of peer-reviewed papers presented at the 5th Big Data Analytics for Cyber-Physical System in Smart City (BDCPS 2023) conference, held in Fuyang, China, on December 2829. The contributions, prepared by an international team of scientists and engineers, cover the latest advances and challenges made in the field of big data analytics methods and approaches for the data-driven co-design of communication, computing, and control for smart cities. Given its scope, it offers a valuable resource for all researchers and professionals interested in big data, smart cities, and cyber-physical systems.

Includes papers presented at the BDCPS 2023 conference Covers the latest advances made in the field of machine learning and big data analytics methods Offers a valuable resource for all researchers and professionals interested in big data

Autorentext

Mohammed Atiquzzaman obtained his M.S. and Ph.D. in Electrical Engineering and Electronics from the University of Manchester (UK). He currently holds the Edith Kinney Gaylord Presidential Professorship and the Hitachi Chair Professorship in the School of Computer Science at the University of Oklahoma and is a senior member of IEEE. He is the editor-in-chief of Journal of Networks and Computer Applications, the founding editor-in-chief of Vehicular Communications, the former co-editor-in-chief of Computer Communication and has served/serving on the editorial boards of IEEE Communications Magazine, IEEE Transactions on Mobile Computing, IEEE Journal on Selected Areas in Communications International Journal on Wireless and Optical Communications, Real Time Imaging journal, Journal of Communication Systems, Communication Networks and Distributed Systems, and Journal of Sensor Networks. He also guest-edited 12 special issues in various journals. He has served as the symposium co-chairs for IEEE Globecom (2006, 2007, 2012,2014, 2016, 2022) and IEEE ICC (2007, 2009, 2010, 2012, 2014, 2016, 2024) conferences, and the co-chair of IEEE High Performance Switching and Routing Symposium. He also co-chaired NSysS, DependSys, ChinaComm, and the SPIE Quality of Service over Next Generation Data Networks conferences. He was the panel's co-chair of INFOCOM'05 and is/has been in the program committee of numerous conferences such as INFOCOM, ICCCN, and Local Computer Networks. He serves on the review panels of funding agencies such as the National Science Foundation, National Research Council (Canada), and Australian Research Council (Australia). In recognition of his contribution to NASA research, he received the NASA Group Achievement Award for "outstanding work to further NASA Glenn Research Center's effort in the area of Advanced Communications/Air Traffic Management's Fiber Optic Signal Distribution for Aeronautical Communications" project. He received the IEEE 2023 Internet of Things, Ad Hoc and Sensor Networks Technical Achievement Award for valuable contributions to the Internet of Things, Ad Hoc and Sensor Networks scientific community, the IEEE 2018 Satellite and Space Communications Technical Recognition Award for valuable contributions to the Satellite and Space Communications scientific community, the IEEE 2017 Distinguished Technical Achievement Award in recognition of outstanding technical contributions and services in the area of communications switching and routing, and the IEEE 2020 Distinguished Service Award in recognition of outstanding service for the benefit and advancement of the IEEE Communications Society. Dr. Atiquzzaman received IEEE Fred W. Ellersick Prize for his paper entitled "Evaluation of SCTP for Space Networks". He has been invited to deliver keynote talks on over 40 international conferences around the globe, including USA, Brazil, Italy, Poland, Portugal, Australia, China, Taiwan, Malaysia, and Korea. He has been invited to deliver keynote talks in over 40 international conferences around the globe, including USA, Brazil, Italy, Poland, Portugal, Australia, China, Taiwan, Malaysia, and Korea. He isthe co-author of the book "Performance of TCP/IP over ATM networks", co-edited 8 books, co-authored 5 chapters, written 25 journal editorials, and has over 300 refereed technical publications. His research interests are in satellite communications, wireless and mobile networks, vehicular networks, ad hoc networks, Quality of Service, and optical communications. His research has been funded by National Science Foundation (NSF), National Aeronautics and Space Administration (NASA), U.S. Air Force, Cisco, Honeywell, Oklahoma Department of Transportation, and Oklahoma Highway Safety Office through grants and contracts.

Inhalt

On the Effectiveness of Visual Speech Software Praat in English Pronunciation Teaching Research.- Construction and Research of an Intelligent Two-Order System.- Application and Outlook of Intelligent Big Data Analysis in Internet of Things Security.- Integration of Cloud Computing and Traditional Enterprise Management Models.- Application of Neural Network Algorithm in the Design of EPC Project Cost Automatic Control System.- Implementing Split Iterative Algorithm in Rehabilitation Movement Control Management.- Genetic Algorithm in Encrypted Storage of Intelligent Financial Data.- Design and Application of Velocity-type Debris-flow Acoustic Sensor.- Energy Price Prediction Based on BP Neural Network.- Animation Creation and Design Technology Based on Artificial Intelligence.- Big Data Analytics and Iot Security Optimization Research.- Construction of Product Shape Design Form Style Description Model Based on Evolutionary Algorithms.- Construction and Application of Energy Consumption Data System of Power Grid Construction Machinery Platform for Carbon Emission Measurement.- Models for Evaluating the Ecological Benefits of Restoration Based on Multi-source Remote Sensing Data.- Observer based Nonlinear High Order Sliding Mode Electro Hydraulic Position Robust Control.- Campus on Security Control and DQN Strategy in 5G Network Environment.- Internet Information Intelligent Recommendation System under Deep Learning and Big Data.- Nonlinear Parameters of Plasma in Fiber Optic Communication.- Application of 5D Intelligent Technology in Landscape Design.- Cost Estimation of Software Projects Based on the COCOMO Model.- Learning Resource Recommendation Algorithm and System Based on Naive Bayesian Classifier.- Bilingual Dictionary Extraction Algorithm Based on Recurrent Neural Network.- Dynamic Path Planning for Mobile Robots under Improved Ant Colony Algorithm.- Design and Application of Virtual Experiment System Based on Unity3D.- Construction of a Smart Tourism Big Data Analysis Model based on Artificial Intelligence.- Analysis of Environmental Design Model Based on Intelligent Optimization Algorithm.- Construction and Optimization of Logistics Information System.- Construction of Intelligent Archive System for Cross-border E-commerce Talent Cultivation Based on Big Data Technology.- Research on Streaming Media Adaptive Aalgorithm of Video On-demand System Based on DASH Architecture.- An Integrated Operations and Maintenance Admissions Management System Using Artificial Intelligence Assistance.- Translation and International Communication Innovation Based on Intelligent Media and Machine Vision.- Construction of Accounting Information Platform system for Big Data and Cloud Computing.- Construction Engineering Safety Monitoring Management System Using Data Mining Technology.- Multi-tenant Information Reconstruction under Big Data Information Fusion and Phase Space Structure Reorganization.- Research on Lightweight Cryptography Technology in Power IOT Terminal System.- Optimization and Upgrade of Computer Database Based on Neural Network Algorithm.- Predictive Modeling of Relationship between Residents' Consumption Age and Purchasing Power Based on PVAR Model.- Financial Information A…