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CCA
2009
Springer
13 years 11 months ago
Computability of Probability Distributions and Distribution Functions
We define the computability of probability distributions on the real line as well as that of distribution functions. Mutual relationships between the computability notion of a pro...
Takakazu Mori, Yoshiki Tsujii, Mariko Yasugi
ICA3PP
2005
Springer
13 years 10 months ago
Analytical Models of Probability Distributions for MPI Point-to-Point Communication Times on Distributed Memory Parallel Compute
Abstract. Measurement and modelling of distributions of data communication times is commonly done for telecommunication networks, but this has not previously been done for message ...
Duncan A. Grove, Paul D. Coddington
QUESTA
2007
170views more  QUESTA 2007»
13 years 4 months ago
Priority queueing systems: from probability generating functions to tail probabilities
Obtaining (tail) probabilities from a transform function is an important topic in queueing theory. To obtain these probabilities in discrete-time queueing systems, we have to inve...
Tom Maertens, Joris Walraevens, Herwig Bruneel
ICTAI
2003
IEEE
13 years 9 months ago
Approximate Discrete Probability Distribution Representation Using a Multi-Resolution Binary Tree
Computing and storing probabilities is a hard problem as soon as one has to deal with complex distributions over multiples random variables. The problem of efficient representati...
David Bellot, Pierre Bessière
POPL
2002
ACM
14 years 4 months ago
Stochastic lambda calculus and monads of probability distributions
Probability distributions are useful for expressing the meanings of probabilistic languages, which support formal modeling of and reasoning about uncertainty. Probability distribu...
Norman Ramsey, Avi Pfeffer