Spatiotemporal Domain Decomposition for High Performance Computing: A Flexible Splits Heuristic to Minimize Redundancy

[1]  Leonid Oliker,et al.  Parallel Computing Strategies for Irregular Algorithms , 2002 .

[2]  Wenwu Tang,et al.  The assessment of mangrove biomass and carbon in West Africa: a spatially explicit analytical framework , 2016, Wetlands Ecology and Management.

[3]  Shaowen Wang,et al.  A quadtree approach to domain decomposition for spatial interpolation in Grid computing environments , 2003, Parallel Comput..

[4]  Tomoki Nakaya,et al.  Visualising Crime Clusters in a Space‐time Cube: An Exploratory Data‐analysis Approach Using Space‐time Kernel Density Estimation and Scan Statistics , 2010, Trans. GIS.

[5]  Eric Delmelle,et al.  Computationally Enabled 4D Visualizations Facilitate the Detection of Rock Fracture Patterns from Acoustic Emissions , 2018, Rock Mechanics and Rock Engineering.

[6]  Shaowen Wang,et al.  A parallel agent-based model of land use opinions , 2011 .

[7]  Hanan Samet,et al.  The Quadtree and Related Hierarchical Data Structures , 1984, CSUR.

[8]  Michael Allen,et al.  Parallel programming: techniques and applications using networked workstations and parallel computers , 1998 .

[9]  Marc P. Armstrong,et al.  Geography and Computational Science , 2000 .

[10]  David A. Bennett,et al.  Agent‐based Modeling of Animal Movement: A Review , 2010 .

[11]  Wenwu Tang,et al.  Accelerating the discovery of space-time patterns of infectious diseases using parallel computing. , 2016, Spatial and spatio-temporal epidemiology.

[12]  Shaowen Wang,et al.  A communication-aware framework for parallel spatially explicit agent-based models , 2013, Int. J. Geogr. Inf. Sci..

[13]  Maoyi Huang,et al.  Regionalization of subsurface stormflow parameters of hydrologic models: Derivation from regional analysis of streamflow recession curves , 2014 .

[14]  David M. Nicol,et al.  Rectilinear Partitioning of Irregular Data Parallel Computations , 1994, J. Parallel Distributed Comput..

[15]  Shaowen Wang,et al.  HPABM: A Hierarchical Parallel Simulation Framework for Spatially‐explicit Agent‐based Models , 2009, Trans. GIS.

[16]  Chetan Tiwari,et al.  Using Spatially Adaptive Filters to Map Late Stage Colorectal Cancer Incidence in Iowa , 2004, SDH.

[17]  David A. Bennett,et al.  Geographically-aware intelligent agents , 2008 .

[18]  Muhammad Bilal Qureshi,et al.  Load balancing through task shifting and task splitting strategies in multi-core environment , 2013, Eighth International Conference on Digital Information Management (ICDIM 2013).

[19]  Marc P. Armstrong,et al.  Massively parallel strategies for local spatial interpolation , 1997 .

[20]  Shaowen Wang,et al.  A Scalable High-performance Topographic Flow Direction Algorithm for Hydrological Information Analysis , 2016, XSEDE.

[21]  Jian Wang,et al.  Explorations of the implementation of a parallel IDW interpolation algorithm in a Linux cluster-based parallel GIS , 2011, Comput. Geosci..

[22]  Pierre-François Dutot,et al.  Scheduling Parallel Tasks Approximation Algorithms , 2004, Handbook of Scheduling.

[23]  Wenwu Tang,et al.  A cyber-enabled spatial decision support system to inventory Mangroves in Mozambique: coupling scientific workflows and cloud computing , 2017, Int. J. Geogr. Inf. Sci..

[24]  A. Soliman,et al.  Social sensing of urban land use based on analysis of Twitter users’ mobility patterns , 2017, PloS one.

[25]  Tilman M. Davies,et al.  Adaptive kernel estimation of spatial relative risk , 2010, Statistics in medicine.

[26]  Sanjay Ghemawat,et al.  MapReduce: simplified data processing on large clusters , 2008, CACM.

[27]  Eric M. Delmelle,et al.  Visualizing the impact of space-time uncertainties on dengue fever patterns , 2014, Int. J. Geogr. Inf. Sci..

[28]  Shahid H. Bokhari,et al.  A Partitioning Strategy for Nonuniform Problems on Multiprocessors , 1987, IEEE Transactions on Computers.

[29]  Wenwu Tang,et al.  SPATIOTEMPORAL DOMAIN DECOMPOSITION FOR MASSIVE PARALLEL COMPUTATION OF SPACE-TIME KERNEL DENSITY , 2015 .

[30]  Wenwu Tang,et al.  Carbon stocks of mangroves within the Zambezi River Delta, Mozambique , 2015 .

[31]  Shaowen Wang,et al.  Grid computing of spatial statistics: using the TeraGrid for G i * (d) analysis , 2008 .

[32]  Chris Brunsdon,et al.  Estimating probability surfaces for geographical point data: an adaptive kernel algorithm , 1995 .

[33]  Eric M. Delmelle,et al.  Spatio-Temporal Patterns of Dengue Fever in Cali, Colombia , 2013, Int. J. Appl. Geospat. Res..

[34]  Xinyue Ye,et al.  Use of Social Media for the Detection and Analysis of Infectious Diseases in China , 2016, ISPRS Int. J. Geo Inf..

[35]  Shaowen Wang,et al.  FluMapper: A cyberGIS application for interactive analysis of massive location‐based social media , 2014, Concurr. Comput. Pract. Exp..

[36]  Mehmet Deveci,et al.  Multi-Jagged: A Scalable Parallel Spatial Partitioning Algorithm , 2016, IEEE Transactions on Parallel and Distributed Systems.

[37]  Eric M. Delmelle,et al.  Parallel Space-Time Kernel Density Estimation , 2017, 2017 46th International Conference on Parallel Processing (ICPP).

[38]  Michael R. Desjardins,et al.  A space–time parallel framework for fine-scale visualization of pollen levels across the Eastern United States , 2018, Cartography and Geographic Information Science.

[39]  Shaowen Wang,et al.  Mapping spatiotemporal patterns of events using social media: a case study of influenza trends , 2018, Int. J. Geogr. Inf. Sci..

[40]  Li Li,et al.  Point Pattern Analysis for Clusters Influenced by Linear Features: An Application for Mosquito Larval Sites , 2015, Trans. GIS.

[41]  M. Goodchild.  Citizens as sensors: the world of volunteered geography , 2007 .

[42]  Yuemin Ding,et al.  Spatial Strategies for Parallel Spatial Modelling , 1996, Int. J. Geogr. Inf. Sci..

[43]  Wenwu Tang,et al.  Massively parallel spatial point pattern analysis: Ripley’s K function accelerated using graphics processing units , 2015, Int. J. Geogr. Inf. Sci..

[44]  Torsten Hägerstraand.  WHAT ABOUT PEOPLE IN REGIONAL SCIENCE , 1970 .

[45]  Keith C. Clarke,et al.  A general-purpose parallel raster processing programming library test application using a geographic cellular automata model , 2010, Int. J. Geogr. Inf. Sci..

[46]  Scott Freundschuh,et al.  Introduction to special issue on frontiers of geospatial data science from the joint UCGIS symposium / Autocarto 2018 conference , 2018, Cartography and Geographic Information Science.

[47]  Agostinho C. Rosa,et al.  Parallelization Strategies for Spatial Agent-Based Models , 2015, International Journal of Parallel Programming.

[48]  Irene Casas,et al.  Protection of Geoprivacy and Accuracy of Spatial Information: How Effective Are Geographical Masks? , 2004, Cartogr. Int. J. Geogr. Inf. Geovisualization.

[49]  Guy E. Blelloch,et al.  Parallel algorithms , 1996, CSUR.

[50]  Tijs Neutens,et al.  Space-time research in GIScience , 2014, Int. J. Geogr. Inf. Sci..

[51]  Paul Zikopoulos,et al.  Understanding Big Data: Analytics for Enterprise Class Hadoop and Streaming Data , 2011 .

[52]  Minrui Zheng,et al.  Parallel Generation of Very High Resolution Digital Elevation Models: High-Performance Computing for Big Spatial Data Analysis , 2018 .

[53]  Shaowen Wang,et al.  Computational and data sciences for health-GIS , 2015, Ann. GIS.

[54]  Junjun Yin,et al.  CyberGIS-Enabled Urban Sensing from Volunteered Citizen Participation Using Mobile Devices , 2017 .