freeman@spar.SPAR.SLB.COM (Jay Freeman) (09/15/87)
References: I have not been following the current discussion of DRam error rates in detail, so excuse me if this is old hat. Several people recently presented calculations of multi-bit DRam error rates due to radiation based implicitly on the assumption that multi-bit failures were composed of either (a) independent single-bit failures or (b) nearly-adjacent non-independent single-bit failures caused by the same high-energy particle. There is an interesting point here which probably should not be overlooked: There is in fact a natural physical mechanism which produces bursts of high-energy particles which can arrive nearly simultaneously (nanoseconds) over a wide (square meters) area. This mechanism is the "air shower", in which one whoppingly energetic cosmic ray interacts with a nucleus in the atmosphere, to produce a handful of energetic secondaries, each of which produces tertiaries, and so on; so that when the whole mess reaches ground level you have effectively a "shotgun blast" of all kinds of elementary particles. The term "air shower" is a bit misleading, for of course, the initial collision need not be in the air -- building structure, etc., will do nicely. I once worked in the Cosmic Ray Lab at Caltech, during two summers when I was an undergraduate there. We had a bunch of Wilson-type cloud chambers, each about a half-meter square by ten or fifteen cm thick, stacked like flapjacks, with ionization chambers and threshholding detectors to expand the stack only when something interesting (read "high-energy") took place. At such times, a pair of cameras would take a stereo picture of the condensation trails for further analysis. A substantial percentage of the events we saw -- perhaps half, if my memory serves (it may not) -- were air showers, most of which turned the negative so solidly black that it was impossible to distinguish individual tracks. I seem to recall that most DRam soft errors have to do with trace radioactive elements in the package, so it may not matter much; but certainly, any attempt to analyze the effect of cosmic rays by describing them as independent events with some kind of Poisson distribution, is missing part of the picture. (It was quite interesting to look at the pictures: I remember one stereo pair when a *single* particle entered the top of the stack, collided with something a little way down, produced a dense shower of secondaries, and continued out through the bottom of the stack on an undeviated trajectory, as though nothing had happened. The amount of energy that the shower left behind in our detectors was 2 X 10**12 eV -- more than an erg. And all evidence suggested that that was only a tiny portion of the incident particle's total energy ...) -- Jay Freeman