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Smart Infrastructure and Applications

Foundations for Smarter Cities and Societies

Paperback Engels 2020 9783030137076
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This book provides a multidisciplinary view of smart infrastructure through a range of diverse introductory and advanced topics.  The book features an array of subjects that include: smart cities and infrastructure, e-healthcare, emergency and disaster management, Internet of Vehicles, supply chain management, eGovernance, and high performance computing. The book is divided into five parts: Smart Transportation, Smart Healthcare, Miscellaneous Applications, Big Data and High Performance Computing, and Internet of Things (IoT). Contributions are from academics, researchers, and industry professionals around the world.

Features a broad mix of topics related to smart infrastructure and smart applications, particularly high performance computing, big data, and artificial intelligence; Includes a strong emphasis on methodological aspects of infrastructure, technology and application development; Presents a substantial overview of research and development on key economic sectors including healthcare and transportation.

 

Specificaties

ISBN13:9783030137076
Taal:Engels
Bindwijze:paperback
Uitgever:Springer International Publishing

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Inhoudsopgave

<p>Chapter1:&nbsp;Enterprise Systems for Networked Smart Cities.- Chapter2:&nbsp;Sentiment Analysis of Arabic Tweets for Road Traffic Congestion and Event Detection.- Chapter3:&nbsp;Automatic Detection and Validation of Smart City Events Using HPC and Apache Spark Platforms.- Chapter4: In-Memory Deep Learning Computations on&nbsp;GPUs for Prediction of Road Traffic Incidents&nbsp;using Big Data Fusion.- Chapter5:&nbsp;Hybrid Statistical and Machine Learning Methods for Road Traffic Prediction: A Review and Tutorial.- Chapter6:&nbsp;Comparison of Decision Trees and Deep Learning for Object Classification in Autonomous Driving.- Chapter7:&nbsp;A Smart Disaster Management System for Future&nbsp;Cities using Deep Learning, GPUs, and&nbsp;In-Memory Computing.- Chapter8:&nbsp;Parallel Shortest Path Big Data Graph Computations of US Road Network using Apache Spark: Survey, Architecture, and Evaluation.- Chapter9:&nbsp;A Survey of Methods and Tools for Large-Scale DNA Mixture Profiling.- Chapter10:&nbsp;An Architecture to Improve Security of Cloud&nbsp;Computing in Healthcare Sectors.- Chapter11:&nbsp;The Role of Big Data and Twitter Data Analytics in Healthcare Supply Chain Management.- Chapter12:&nbsp;A Mobile Cloud Framework for Context-aware and&nbsp;Portable Recommender System for Smart Markets.- Chapter13:&nbsp;Association Rule Mining in Higher Education: A Case Study of Computer Science Students.- Chapter14:&nbsp;SelecWeb: A Software Tool for Automatic&nbsp;Selection of Web Frameworks.- Chapter15:&nbsp;On Performance of Commodity Single Board Computer based Clusters: A Big Data perspective.- Chapter16:&nbsp;Parallel Iterative Solution of Large Sparse Linear Equation Systems on the Intel MIC Architecture.- Chapter17:&nbsp;Performance Characteristics for Sparse Matrix Vector Multiplication on GPUs.- Chapter18:&nbsp;HPC-Smart Infrastructures: A Review and&nbsp;Outlook on Performance Analysis Methods and&nbsp;Tools.- Chapter19:&nbsp;&nbsp;Big Data Tools, Technologies andApplications: A Survey.- Chapter20:&nbsp;Big Data for Smart Infrastructures Design: Opportunities and Challenges.- Chapter21:&nbsp;Software Quality in the era of Big Data, IoT and&nbsp;Smart Cities.- Chapter22:&nbsp;Open Source and Open Data Licenses in the Smart Infrastructure Era: Review and License Selection Frameworks.- Chapter23:&nbsp;Big Data and HPC Convergence for Smart Infrastructures: A Review and Proposed Architecture.- Chapter24:&nbsp;Towards a Runtime Testing Framework for&nbsp;Dynamically Adaptable Internet of Things&nbsp;Networks in Smart Cities.- Chapter25:&nbsp;HCDSR: A Hierarchical Clustered Fault Tolerant&nbsp;Routing Technique for IoT based Smart Societies.- Chapter26:&nbsp;Security Testing of Internet of Things for&nbsp;Smart City Applications: a Formal Approach.</p>

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