GPU Accelerated B-spline Coefficient Computation

Abstract

The work aims at investigating the use of Basic spline polynomial form in global polynomial optimization in an accelerated manner. The current work involves accelerated computation of B-spline coefficients corresponding to a polynomial in power form on a CPU environment. Furthermore the algorithm and methodology is accelerated on Graphics Processing unit for handling larger problems in a substantially less time. The parallelized GPU based approach offers substantial speed-ups over the CPU based implementation being run on a Dodeca-core processor.

Publication
GPU Technology Conference, San Jose, CA, USA
Date
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Nitin Agrawal
DPhil Student in Computer Science
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