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Help Wanted: Comprehensive Benchmarking & Performance Comparison vs Standard PRNGs #3

Description

@medeirosdev

We are looking for contributors to help design and implement a comprehensive benchmark suite for TrueEntropy. The goal is to objectively measure the performance trade-offs between our TRNG implementation, our Hybrid Mode, and Python's standard
random and secrets modules.

Objectives:

Throughput Comparison: Measure generation speed (MB/s) for:

  • TrueEntropy.random() (Direct Mode)
  • TrueEntropy.random() (Hybrid Mode)
  • random.random() (Standard Mersenne Twister)
  • secrets.SystemRandom() (OS CSPRNG)
  • Latency Analysis: Measure time-to-first-byte and latency distributions under high concurrency.
  • Resource Usage: Monitor CPU and Memory overhead of the background
    Harvester threads.

Activity

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