Recycling Random Bits


It is not uncommon that for large-scale simulations you need a large volume of high-quality (pseudo)random numbers. The relatively short period of the C standard library’s rand function may make it impractical for your purpose; and you might need to resort to stronger generators such as the Linux-provided /dev/random and /dev/urandom pseudo-devices. But calling those is a relatively expensive process as /dev/random may stall until its “entropy pool” is repleted.

The /dev/urandom is the unblocked version of /dev/random, but it is also demonstrably less random. Moreover, one has to access either pseudo-devices through the file system, which in certain case introduces a noticeable impact on performance. Using other sources of randomness such as a hardware random number generator may also incur significant delays.

To avoid being stalled, I propose a simple method that will allow you to recycle bits from an expensive pseudo-random source without polling it too often.

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