JPMorgan Rolls Out (Another) FPGA Supercomputer
An anonymous reader writes "JP Morgan is expanding its use of dataflow supercomputers to speed up more of its fixed income trading operations. Earlier this year, the bank revealed how it reduced the time it took to run an end-of-day risk calculation from eight hours down to just 238 seconds. The new dataflow supercomputer, where the computer chips are tailored to perform specific, bespoke tasks (as explained in this Wall Street Journal article) — will be equivalent to more than 12,000 conventional x86 cores, providing 128 Teraflops of performance."
So they can project how much money to borrow from the Federal Government the next time they have lent beyond sane limits to property speculators or invested in schemes even Mandelbrot wouldn't be able to simulate.
A feeling of having made the same mistake before: Deja Foobar
for all you people who don't really think in seconds when seconds is > 60.
How much is your data worth? Back it up now.
These banks aren't just siphoning money, they are also siphoning talent away from more important projects. The people working on these things could be brilliant physicists or engineers, if they weren't sucked into the dark side.
using FPGA's instead of x86 would probably consume a significant amount less electricity. using manpower is good in terms of the many men being paid for their efforts instead or a few ceos just pocketing the money as extra bonuses
This story got me thinking that many of the tasks routinely executed on personal computers (perhaps cryptography, video decoding, and such) may benefit from including a FPGA in PCs to serve as a programmable coprocessor. Much like graphics-intensive software can come with shader code to offload processing to the GPU, couldn't a video codec or an implementation of SSL or whatever come with code that would allow an FPGA to do part of the work?
I googled around and found that at least CERN has done something of the sort, but that was over seven years ago. There was a story on Slashdot about something of this sort, but it's even older than the CERN publication. Is anyone working on this sort of idea? If not, why? Is it simply a matter of cost, or is there some other issue that makes this impractical?
Maybe I just suck at googling...
I spent two great years working for J. P. Morgan Chase, starting in 1999, followed by a year with the merged JPMC, so I have some knowledge of how this new system will be used and how it fits into the business process of running a bank. I can't discuss details about that, but I just wanted to share my congratulations with the JPMC team for tackling that thorny issue.
You have to understand that investments can't be made until those risk analyses are done, so cutting 7-8 hours off the run time will earn the company millions over the course of a year. We're talking about the kind of investment loans where even a 4-5 hour overnight "float" of capital to help someone seal a bigger deal can be worth a significant amount of interest and profit.
Remember: the big investment banks are dealing with numbers that cause spreadsheets to overflow. You can't even visualize the data with standard desktop tools. You wouldn't believe the totals I saw come out of some reports, and I wish I could forget them. Such numbers are not meant for the grasp of mere humans living on a working wage.
I do not fail; I succeed at finding out what does not work.