SIGMOD '92 Proceedings of the 1992 ACM SIGMOD international conference on Management of data
Clone join and shadow join: two parallel spatial join algorithms
Proceedings of the 8th ACM international symposium on Advances in geographic information systems
Parallel Processing Algorithms for GIS
Parallel Processing Algorithms for GIS
A Fast Parallel Clustering Algorithm for Large Spatial Databases
Data Mining and Knowledge Discovery
Data Partitioning for Parallel Spatial Join Processing
Geoinformatica
DBMSs on a Modern Processor: Where Does Time Go?
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Guest editorial: high performance computing with geographical data
Parallel Computing - Special issue: High performance computing with geographical data
Parallel Computing - Special issue: High performance computing with geographical data
The PN-tree: a parallel and distributed multidimensional index
Distributed and Parallel Databases
Commodity cluster-based parallel processing of hyperspectral imagery
Journal of Parallel and Distributed Computing
Computer Architecture, Fourth Edition: A Quantitative Approach
Computer Architecture, Fourth Edition: A Quantitative Approach
MapReduce: simplified data processing on large clusters
OSDI'04 Proceedings of the 6th conference on Symposium on Opearting Systems Design & Implementation - Volume 6
Grid computing of spatial statistics: using the TeraGrid for G i*(d) analysis
Concurrency and Computation: Practice & Experience - Grids and Geospatial Information Systems
Extraction of drainage networks from large terrain datasets using high throughput computing
Computers & Geosciences
Open Source Approaches in Spatial Data Handling
Open Source Approaches in Spatial Data Handling
A comparison of approaches to large-scale data analysis
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Experiences on Processing Spatial Data with MapReduce
SSDBM 2009 Proceedings of the 21st International Conference on Scientific and Statistical Database Management
TeraGrid GIScience Gateway: Bridging cyberinfrastructure and GIScience
International Journal of Geographical Information Science - Distributed Geographic Information Processing Research
Relational query coprocessing on graphics processors
ACM Transactions on Database Systems (TODS)
MapReduce and parallel DBMSs: friends or foes?
Communications of the ACM - Amir Pnueli: Ahead of His Time
Database architecture evolution: mammals flourished long before dinosaurs became extinct
Proceedings of the VLDB Endowment
Communications of the ACM
Accelerating SQL database operations on a GPU with CUDA
Proceedings of the 3rd Workshop on General-Purpose Computation on Graphics Processing Units
International Journal of Geographical Information Science
Parallel cellular automata for large-scale urban simulation using load-balancing techniques
International Journal of Geographical Information Science
Skew-resistant parallel processing of feature-extracting scientific user-defined functions
Proceedings of the 1st ACM symposium on Cloud computing
Integrating hadoop and parallel DBMs
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
HadoopDB in action: building real world applications
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Assigning tasks for efficiency in Hadoop: extended abstract
Proceedings of the twenty-second annual ACM symposium on Parallelism in algorithms and architectures
Programming Massively Parallel Processors: A Hands-on Approach
Programming Massively Parallel Processors: A Hands-on Approach
Indexing large-scale raster geospatial data using massively parallel GPGPU computing
Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems
Scalable clustering algorithm for N-body simulations in a shared-nothing cluster
SSDBM'10 Proceedings of the 22nd international conference on Scientific and statistical database management
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on GeoStreaming
CudaGIS: report on the design and realization of a massive data parallel GIS on GPUs
Proceedings of the Third ACM SIGSPATIAL International Workshop on GeoStreaming
Speeding up large-scale point-in-polygon test based spatial join on GPUs
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data
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Cluster computing, Cloud computing and GPU computing play overlapping and complementary roles in parallel processing of geospatial data within the general HPC framework. The fast increasing hardware capacities of modern personal computers equipped with chip multiprocessor CPUs and massively parallel GPUs have made high performance computing of large-scale geospatial data in a personal computing environment possible. We discuss the framework of Personal HPC-G and compare it with traditional Cluster computing and the newly emerging Cloud computing. We consider Personal HPC-G possesses many favorable features: low initial and operational costs, good support for data management and excellent support for both numeric modeling and interactive visualization. A case study on developing a parallel spatial statistics module for visual explorations on top of Personal HPC-G is subsequently presented.