Since I might be posting entries regarding my Masters project, I thought that I would provide a brief overview of the project to put it in perspective. I am doing my MSc in Electrical Engineering at UCT as part of the ACE group headed by Prof. Inggs. The group is based at the CHPC, which is part of the Meraka Institute, which in turn is part of the CSIR. The group's research is focused on developing new platforms and methods for HPC.
My project is to investigate the suitability of the Cell processor for HPC. The Cell processor is found in the PlayStation 3 and in BladeCenters, and is a very powerful processor. It achieves this by using two different types of cores. The one type (PPU) is a general purpose core capable of running an operating system, while the other type (SPU) is designed specifically to crunch numbers.
The disadvantage of this architecture is that it is very difficult to program for. When using the IBM Cell SDK, the user needs to write separate programs for each type of core, and needs to manage the SPEs manually as well as take care of all memory transfers. This requires a good knowledge of the architecture, and results in a lengthy development process and unportable code.
For the Cell processor to be a successfull platform in HPC the development process must be made easier while still making efficient use of the Cell's capabilities. There are a number of commercial and non-commercial tools which aim to do this using a variety of methods. I have looked into these tools and have not found one which is both effective and open.
I therefore aim to create my own platform with which to program the Cell processor. The idea is to use [Python] as the end user language, and to make a backend which transparently runs certain functions on the SPEs. This will involve converting the functions into C or C++, adding code to manage execution on an SPE and do the required memory transfers, compile it with the [GCC] compiler and then execute it.
It is quite an ambitious plan, and there are a lot of potential pitfalls. If it succeeds however, I think that it will be a very easy way to develop for the Cell processor while still having portable code.