Modeling and Processing for Next-Generation Big-Data Technologies With Applications and Case Studies /

This book covers the latest advances in Big Data technologies and provides the readers with a comprehensive review of the state-of-the-art in Big Data processing, analysis, analytics, and other related topics. It presents new models, algorithms, software solutions and methodologies, covering the ful...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Xhafa, Fatos (Editor ), Barolli, Leonard (Editor ), Barolli, Admir (Editor ), Papajorgji, Petraq (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2015.
Edición:1st ed. 2015.
Colección:Modeling and Optimization in Science and Technologies, 4
Temas:
Computational intelligence.
Data mining.
Telecommunication.
Computational Intelligence.
Data Mining and Knowledge Discovery.
Communications Engineering, Networks.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Exploring the Hamming distance in distributed infrastructures for similarity search
  • Data Modeling for Socially-Based Routing in Opportunistic Networks
  • Decision Tree Induction Methods and Their Application to Big Data
  • Sensory Data Gathering for Road-Traffic Monitoring: Energy Efficiency, Reliability and Fault-tolerance
  • Data aggregation and forwarding route control for efficient data gathering in dense mobile wireless sensor networks
  • A socialized system for enabling the extraction of potential values from natural and social sensing
  • Leveraging High Performance Computing Infrastructures to Web Data Analytic Applications by means of Message-Passing Interface
  • ReHRS: A Hybrid Redundant System for Improving MapReduce Reliability and Availability
  • Analysis and Visualization of Large Scale Time Series Network Data
  • Parallel Coordinates Version of Time-tunnel (PCTT) and Its Combinatorial Use for Macro to Micro Level Visual Analytics of Multidimensional Data
  • Towards a Big Data Analytics Framework for IoT and Smart City Applications
  • How the big data is leading the evolution of ICT technologies and processes
  • Big Data, Unstructured Data and the Cloud: Perspectives on Internal
  • Future Human-Centric Smart Environments
  • Automatic Configuration of Mobile Applications using Context-Aware Cloud Based Services
  • Socialized system for enabling to extract potential 'values' from natural and social sensing data
  • Providing crowd-sourced and real-time media services through a NDN-based platform
  • Linked Open Data for Smarter Cities
  • Benchmarking Internet of Things Deployment: Frameworks, Best Practices and Experiences.

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