Alsaby, Faisal Abdullah, (The George Washington University), “Investigation and Development of a Novel Clustering Algorithm for Big Data Applications” (2016) Advisor: Berkovich, Simon Y.
The advances in digital technology including sensors, communications, cloud computing and storage have allowed people to generate large volumes of data which as a result have posed some difficulties on the current computation capabilities. This data could be of any format such as texts, geometries, images, videos, sounds, or their combination.