Scaling up scientific computations by using map-reduce-like control flow on NUMA architectures
Vlad Slavici · 2012
The clock speed of current CPUs and RAM has stopped scaling with Moore's Law. Yet the scale of applications in science and engineering continues to increase. In order to address this scaling of applications, newer NUMA architectures are emerging. These include parallel disks, hybrid CPU-GPU, and many-core CPUs.