Guest lecture by Cosmin Oancea on "Demonstrating Locality of Reference on Multi-Core CPU and GPU"_澳门葡京手机版app下载

michakt
2023-02-13T13:28:00.140Z
type:structured-message
www.uio.no

On Wednesday we will have a guest lecture by Cosmin Oancea, associate professor from University of Copenhagen on

Demonstrating Locality of Reference on Multi-Core CPU and GPU

As title indicates, the main goal of this lecture is to demonstrate several ``simple'' techniques for optimizing locality of reference in the context of two different hardware: multi-core CPU and general-purpose graphical processing units (GPU).

To this extent, we will (i) briefly survey the key design ideas that differentiate GPUs from multicores, (ii) introduce two parallel programming models, OpenMP and Cuda, aimed at multi-core CPU and GPU execution, respectivelly, and (iii) introduce five case studies that demonstrate techniques for optimizing temporal and spatial locality.

The lecture is intended to present the high-level rationale and key ideas used to optimize locality in the five cases, to provide a road map of the...