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Quantum Random Bit Generator Service for Monte Carlo and Other Stochastic Simulations
- Source :
- Large-Scale Scientific Computing ISBN: 9783540788256, LSSC
- Publication Year :
- 2008
-
Abstract
- The work presented in this paper has been motivated by scientific necessity (primarily of the local scientific community) of running various (stochastic) simulations (in cluster/Grid environments), whose results often depend on the quality (distribution, nondeterminism, entropy, etc.) of used random numbers. Since true random numbersare impossible to generate with a finite state machine (such as today's computers), scientists are forced either to use specialized expensive hardware number generators, or, more frequently, to content themselves with suboptimal solutions (like pseudorandom numbers generators). Quantum Random Bit Generator Servicehas begun as a result of an attempt to fulfill the scientists' needs for quality random numbers, but has now grown to a global (public) high-quality true random numbers service.
- Subjects :
- Theoretical computer science
Applications of randomness
Random number generation
Computer science
Random seed
Pseudorandomness
Monte Carlo method
law.invention
Random number table
Entropy (classical thermodynamics)
law
Stochastic simulation
Entropy (information theory)
Hardware random number generator
Entropy (energy dispersal)
Entropy (arrow of time)
Quantum
Pseudorandom number generator
Random bit generator
stohastic simulations
Monte Carlo methods
grid application
Random field
Entropy (statistical thermodynamics)
Random function
Lavarand
Convolution random number generator
Random variate
Entropy (order and disorder)
Subjects
Details
- Language :
- English
- ISBN :
- 978-3-540-78825-6
- ISBNs :
- 9783540788256
- Database :
- OpenAIRE
- Journal :
- Large-Scale Scientific Computing ISBN: 9783540788256, LSSC
- Accession number :
- edsair.doi.dedup.....237ae8e28b10a72fbf8de9a6d4329188