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Publications
In order by date
Eleazar Leal, Le Gruenwald, Jianting Zhang and
Simin You, "Towards an Efficient Top-K Trajectory Similarity
Query Processing Algorithm for Big Trajectory Data on GPGPUs",
To appear in Proceedings of the 5th IEEE International
Congress on Big Data, Jun 27-Jul 2 2016, San Francisco, USA.
Technical report version.
Jianting Zhang, Simin You and
Le Gruenwald, "Efficient Parallel Zonal Statistics on Large-Scale
Global Biodiversity Data on GPUs",
Proceedings of 2015 ACM SIGSPATIAL International Workshop on Analytics
for Big Geospatial Data, Nov 3, Seattle, USA
Eleazar Leal, Le Gruenwald, Jianting Zhang and
Simin You, "TKSimGPU: A Parallel Top-K Trajectory Similarity
Query Processing Algorithm for GPGPUs",
Proceedings of the 2015 IEEE International
Big Data Conference, Oct 29-Nov 1 2015, Santa Clara
Jianting Zhang, Simin You and
Le Gruenwald, "Quadtree-Based Lightweight Data Compression for Large-Scale
Geospatial Rasters on Multi-Core CPUs",
Proceedings of the 2015 IEEE International
Big Data Conference, Oct 29-Nov 1 2015, Santa Clara
Jianting Zhang, Simin You and
Le Gruenwald, "Spatial Join Query Processing in Cloud: Analyzing Design
Choices and Performance Comparisons",
Proceedings of High Performance Computing for Big Data Workshop (HPC4BD'15),
colocated with the 44rd International Conference on Parallel Processing (ICPP),
Sept 1-4, 2015
Jianting Zhang, Simin You and
Le Gruenwald, "High-Performance Partition-based and Broadcast-based
Spatial Join on GPU-Accelerated Clusters", 2015.
Technical report
Jianting Zhang, Simin You and
Le Gruenwald, "A Lightweight Distributed
Execution Engine for Large-Scale Spatial Join
Query Processing",
Proceedings of the 4th IEEE International
Congress on Big Data, Jun 27-Jul 2 2015, New
York
Jianting Zhang, Simin You and
Le Gruenwald, "Tiny GPU Cluster for Big
Spatial Data: A Preliminary Performance
Evaluation", Proceedings of
International Workshop on High-Performance Big
Data Computing (HPBDC'15), Columbus, Ohio,
USA, Monday, June 29th, 2015 (Co-located with
the 35th IEEE International Conference on
Distributed Computing Systems -ICDCS'15)
Jianting Zhang, Simin You and
Le Gruenwald, "Large-Scale Spatial Join
Query Processing in Cloud. ", Proceedings
of International Workshop on Cloud Data
Management (CloudDM'15), Apr 13-17,2015,
Seoul, Korea (Co-located with the 31st IEEE
International Conference on Data Engineering -
ICDE'15).
Jianting Zhang, Simin You and
Le Gruenwald, "Scalable and Efficient
Spatial Data Management on Multi-Core CPU and
GPU Clusters: A Preliminary Implementation
based on Impala", Proceedings of
International Workshop on Big Data Management
on Emerging Hardware (HardBD'15), Apr
13-17,2015, Seoul, Korea (Co-located with the
31st IEEE International Conference on Data
Engineering - ICDE'15)
Jianting Zhang, Simin You and
Le Gruenwald, " Large-Scale Spatial Data
Processing on GPUs and GPU-Accelerated
Clusters", ACM SIGSPATIAL Special, 6(3),
pp. 27-34, 2014
Jianting Zhang, Simin You and
Le Gruenwald, "Data Parallel Quadtree
Indexing and Spatial Query Processing of
Complex Polygon Data on GPUs",
Proceedings of the Fifth International
Workshop on Accelerating Data Management
Systems Using Modern Processor and Storage
Architectures (ADMS'14), Sept 1st, 2014,
Hangzhou, China (Co-located with the 40th
International Conference on Very Large Data
Bases - VLDB'14)
Jianting Zhang, Simin You and Le Gruenwald,
"Parallel Online Spatial and Temporal Aggregations on Multi-core CPUs and Many-Core GPUs",
Information System (Elsevier journal), vol. 44, pp. 134-154, 2014
Nathalie Kaligirwa, Eleazar Leal, Le Gruenwald, Jianting Zhang and Simin You, "
Parallel Quadtree Encoding of Large-Scale Raster Geospatial Data on GPGPUs ",
Proceedings of ACM SIGSPATIAL BigSpatial'14 Workshop, pp. 30-39, Nov 5, 2014, Dallas, Texas
Jianting Zhang, Simin You and Le Gruenwald
"High-Performance Spatial Query Processing on Big Taxi Trip Data using GPGPUs",
Proceedings of the 3rd IEEE International Congress on BigData, Jun 27 - Jul 2, 2014, Anchorage, Alaska
Jianting Zhang and Dali Wang,
"High-Performance Zonal Histogramming on Large-Scale Geospatial Rasters Using GPUs and GPU-Accelerated Clusters ",
Proceedings of IEEE Accelerators and Hybrid Exascale Systems, (AHES'14) workshop, May 19th, 2014, Phoenix, Arizona
Simin You, Jianting Zhang, and Le Gruenwald, "
GPU-based Spatial Indexing and Query Processing Using R-Trees
", Proceedings of ACM SIGSPATIAL BigSpatial'13 Workshop, pp. 23-31, Nov 5, 2013, Orlando, Florida
Nathalie Kaligirwa, Eleazar Leal, Le Gruenwald, Jianting Zhang and Simin You, "
Parallel Quadtree Encoding of Large-Scale Raster Geospatial Data on GPGPUs
", Poster displayed at The University of Oklahoma GIS Day, Nov 2013 and The University of Oklahoma School of Computer Science Research Day, Apr 2014
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