A parallel BN algorithm is in:

@inproceedings{Pennock98,
author="David M. Pennock",
title="Logarithmic time parallel {B}ayesian inference",
booktitle="Fourteenth Conference on
           Uncertainty in Artificial Intelligence (UAI--98)",
OPTaddress="Madison, WI, USA",
pages="431--438",
month=jul,
year=1998}

(Eric mentioned it as well.) Also, the algorithm in the following paper
can be mapped to a PRAM:

@Article{Delcher96,
  author =   "Arthur L. Delcher and Adam J. Grove and
                  Simon Kasif and Judea Pearl",
  title =    "Logarithmic-time updates and queries in
                  probabilistic networks",
  journal =      "Journal of Artificial Intelligence Research",
  year =     1996,
  volume =   4,
  month =        feb,
  pages =    "37--59"}

Hope this helps,

Dave

"Briggs, Will" wrote:
> 
> Hi,
> 
> Is there any work (esp. a recent survey paper!) on anytime belief or
> decision networks?  Or the same for parallel machines.  I have an undergrad
> who wants to do this; it's not really my area; I want to see what already
> exists.
> 
> Thanks for all,
> Will Briggs
> Lynchburg College
> [EMAIL PROTECTED]

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