Implementing Streaming Parallel Decision Trees on Graphic Processing Units

Decision trees have long been a prevalent area within machine learning. With streaming data environments as well as large datasets becoming increasingly common, researchers have developed decision tree algorithms adapted to streaming data. One such algorithm is SPDT, which approaches the streaming d...

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Bibliographic Details
Main Author: Svantesson, David
Format: Others
Language:English
Published: KTH, Skolan för elektroteknik och datavetenskap (EECS) 2018
Subjects:
gpu
hpc
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-230953