Ahmet Artu Yıldırım's Personal Page

Ahmet Artu Yıldırım

Research Interests

Parallel and distributed algorithms, cloud computing, big data analysis, hydrology algorithms, data mining and system/kernel programming.


Education


Publications

Book Chapters

  • Ahmet A. Yıldırım and Dan Watson. A cloud-aware distributed object storage system to retrieve large data via HTML5-enabled Web browsers, Managing Big Data in cloud computing environments, IGI Global, 25-45, 2016.
  • Ahmet A. Yıldırım, Cem Özdoğan and Dan Watson. Parallel data reduction techniques for big datasets. Big Data Management, Technologies, and Applications, IGI Global, 2014.

Journal Publications

  • Ahmet A. Yıldırım, Dan Watson, David Tarboton and Robert M Wallace. A Virtual Tile Approach to Raster-based Calculations of Large Digital Elevation Models in a Shared-Memory System, Computers and Geosciences, Elsevier, Volume 82, 77-88, 2015.
  • Ahmet A. Yıldırım and Dan Watson. A comparative study of the parallel wavelet-based clustering algorithm on 3-dimensional dataset, Journal of Supercomputing, Springer, Volume 71, Issue 7, July 2015.
  • Ahmet A. Yıldırım, Dan Watson, David Tarboton and Robert M. Wallace. A virtual tile approach to raster-based calculations of large digital elevation models in a shared-memory system, Computers & Geosciences, Elsevier, Volume 82, September 2015.
  • Ahmet A. Yıldırım and Cem Özdoğan. Parallel WaveCluster: A linear scaling parallel clustering algorithm implementation with application to very large datasets, Journal of Parallel and Distributed Computing, Elsevier, Volume 71, Issue 7, July 2011.

Conference Publications

  • Yan Liu, David Maidment, David G. Tarboton, Xing Zheng, Ahmet A. Yıldırım, Nazmus Sazib and Shaowen Wang. A CyberGIS Approach to Generating High-resolution Height Above Nearest Drainage (HAND) Raster for National Flood Mapping. The Third International Conference on CyberGIS and Geospatial Data Science (CyberGIS’16), 3, 2016.
  • Ahmet A. Yıldırım, David Tarboton, Yan Liu, Nazmus Shams Sazib and Shaowen Wang. Accelerating TauDEM for Extracting Hydrology Information from National-Scale High Resolution Topographic Dataset, In Proceedings of the XSEDE16 Conference on Diversity, Big Data, and Science at Scale (XSEDE16), ACM, 3, 2016.
  • Kornelijus Survila, Ahmet A. Yıldırım, Ting Li, Yan Y Liu, David G Tarboton and Shaowen Wang. A Scalable High-performance Topographic Flow Direction Algorithm for Hydrological Information Analysis, In Proceedings of the XSEDE16 Conference on Diversity, Big Data, and Science at Scale (XSEDE16), ACM, 11, 2016.
  • Ye Fan, Yan Liu, Shaowen Wang, David Tarboton, Ahmet A. Yıldırım and Nancy Wilkins-Diehr. Accelerating TauDEM as a Scalable Hydrological Terrain Analysis Service on XSEDE. XSEDE ‘14. July, 2014.
  • Ahmet A. Yıldırım, David Tarboton, Pabitra Dash and Dan Watson. Design and Implementation of a Web Service-Oriented Gateway to Facilitate Environmental Modeling using HPC Resources. In: 7th International Congress on Environmental Modelling and Software (iEMSs), San Diego, California, USA, June 15-19, 2014.
  • Ahmet A. Yıldırım and Cem Özdoğan. Parallel wavelet-based clustering algorithm using CUDA. Procedia Computer Science, Elsevier, Volume 3, February 2011.

Conference Posters

  • David G Tarboton, JS Horsburgh, Pabitra K Dash, T Gichamo, Ahmet A. Yıldırım and N Jones. Data Services in Support of High Performance Computing-Based Distributed Hydrologic Models. AGU Fall Meeting, USU, December, 2014.
  • Ahmet A. Yıldırım, David Tarboton, Pabitra Dash and Dan Watson. Design and Implementation of a Web Service-Oriented Gateway to Facilitate Environmental Modeling using HPC Resources USU Spring Runoff Conference (April 2014), XSEDE ‘14 July, 2014.
  • Ahmet A. Yıldırım and Dan Watson. Parallel Convex Hull Algorithm for Heterogeneous System Using OpenCL. USU Graduate Studies Symposium. April, 2013.
  • Ahmet A. Yildirim and Cem Özdoğan. Parallel Data Mining Approaches on Very Large Datasets: Parallel WaveCluster, Engineering and Technology Symposium, Cankaya University, Ankara, April 29, 2010.

Work Experience