Modern accelerator technologies for geographic information science / Xuan Shi, Volodymyr Kindratenko, Chaowei Yang, editors.
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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Full Text (via Springer) |
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| Other Authors: | , , |
| Format: | eBook |
| Language: | English |
| Published: |
New York :
Springer,
2013.
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Table of Contents:
- Modern Accelerator Technologies for Geographic Information Science / Xuan Shi, Volodymyr Kindratenko and Chaowei Yang
- Overview of Modern Accelerator Technologies (MAT) for Scientific Computation
- A Brief History and Introduction to GPGPU / Richard Vuduc and Jee Choi
- Intel® Xeon Phi[TM] Coprocessors / Jim Jeffers
- Accelerating Geocomputation with Cloud Computing / Qunying Huang [and others]
- MAT in GIScience Applications
- Parallel Primitives-Based Spatial Join of Geospatial Data on GPGPUs / Jianting Zhang
- Utilizing CUDA-Enabled GPUs to Support 5D Scientific Geovisualization: A Case Study of Simulating Dust Storm Events / Jing Li [and others]
- A Parallel Algorithm to Solve Near-Shortest Path Problems on Raster Graphs / F. Antonio Medrano and Richard L. Church
- CUDA-Accelerated HD-ODETLAP: Lossy High Dimensional Gridded Data Compression / W. Randolph Franklin [and others]
- Accelerating Agent-Based Modeling Using Graphics Processing Units / Wenwu Tang
- MAT in Remotely Sensed Data Processing and Analysis
- Large-Scale Pulse Compression for Costas Signal with GPGPU / Bin Zhou [and others]
- Parallelizing ISODATA Algorithm for Unsupervised Image Classification on GPU / Fei Ye and Xuan Shi
- Accelerating Mean Shift Segmentation Algorithm on Hybrid CPU/GPU Platforms / Miaoqing Huang, Liang Men and Chenggang Lai
- Multi-core Technology for Geospatial Services
- Simulation and Analysis of Cluster-Based Caching Replacement Based on Temporal and Spatial Locality of Tiles Access / Rui Li [and others]
- A High-Concurrency Web Map Tile Service Built with Open-Source Software / Huayi Wu [and others]
- Improved Parallel Optimal Choropleth Map Classification / Jason Laura and Sergio J. Rey
- Vision and Applicability of MAT for Geospatial Modeling and Spatiotemporal Data Analytics
- Pursuing Spatiotemporally Integrated Social Science Using Cyberinfrastructure / Xinyue Ye and Xuan Shi
- Opportunities and Challenges for Urban Land-Use Change Modeling Using High-Performance Computing / Qingfeng Guan and Xuan Shi
- Modern Accelerator Technologies for Spatially-Explicit Integrated Environmental Modeling / Dali Wang and Shujiang Kang.