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Modern Accelerator Technologies for Geographic Information Science

This book explores the impact of augmenting novel architectural designs with hardware‐based application accelerators. The text covers comprehensive aspects of the applications in Geographic Information Science, remote sensing and deploying Modern Accelerator Technologies (MAT) for geospatial simulat...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Shi, Xuan (Editor ), Kindratenko, Volodymyr (Editor ), Yang, Chaowei (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer US : Imprint: Springer, 2013.
Edición:1st ed. 2013.
Temas:
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Modern Accelerator Technologies for GIScience
  • Introduction to GPGPU
  • Intel® Xeon Phi™ Coprocessors
  • Accelerating Geocomputation with Cloud Computing
  • Parallel Primitives based Spatial Join of Geospatial Data on GPGPUs
  • Utilizing CUDA-enabled GPUs to support 5D scientific geovisualization: a case study of simulating dust storm events
  • A Parallel Algorithm to Solve Near-Shortest Path Problems on Raster Graphs
  • CUDA-Accelerated HD-ODETLAP: Lossy High Dimensional Gridded Data Compression
  • Accelerating Agent-Based Modeling Using Graphics Processing Units
  • Large-Scale Pulse Compression for Costas Signal with GPGPU
  • Parallelizing ISODATA Algorithm for Unsupervised Image Classification on GPU
  • Accelerating Mean Shift Segmentation Algorithm on Hybrid CPU/GPU Platforms
  • Simulation and analysis of cluster-based caching replacement based on temporal and spatial locality of tile access
  • A High-Concurrency Web Map Tile Service Built with Open-Source Software
  • Improved Parallel Optimal Choropleth Map Classification
  • Pursuing Spatiotemporally Integrated Social Science using Cyberinfrastructure
  • Opportunities and Challenges for Urban Land-use Change Modeling using High-performance Computing
  • Modern Accelerator Technologies for Spatially-explicit Integrated Environmental Modeling.