Parallel generation of pseudorandom number sequences using multiple generators with brined initial states

Abstract

Embodiments comprise construction of a collection of pseudorandom number generators (PRNGs), with either a known or unknown cardinality, using unique brine values that comprise a salt value for the collection and also different index values for each PRNG for the collection. The additive parameters of such PRNGs are based on the respective brine values of the PRNGs, thereby ensuring that the PRNGs in the collection have different state cycles. Embodiments make it likely that PRNGs from different collections have distinct additive parameters by choosing a pseudorandom salt value for each collection. According to embodiments, a stream of generators in a collection is created by a spliterator that carries a salt value for the collection and combines the salt value with index values for the generators to produce brined additive parameters for the PRNGs in the stream. According to embodiments, such a stream may be executed by multiple threads in parallel.