Physical Sciences and Mathematics Commons^™

Advancement Of Computing On Large Datasets Via Parallel Computing And Cyberinfrastructure, Ahmet Artu Yildirim

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Large datasets require high processing power to compute, high-speed network connections to transmit, or high storage capacity to archive. With the advent of the internet, many in the science community and the public at large are faced with a need to manage, store, transmit and process large datasets in an efficient fashion to create value for all concerned. By example, large environmental researchers analyze large map data to extract hydrologic information from topography. However, processing these data and other tasks is hard – sometimes impossible – in minimal resource environments such as desktop systems.

This dissertation demonstrates novel approaches and …