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The Real Villains of Distributed Systems: Nondeterminism and Partial Failures

  • Building distributed systems is notoriously difficult due to the challenges of nondeterminism and partial failures.
  • Nondeterminism refers to the unpredictable outcomes that arise in distributed systems due to factors such as network delays and message reordering.
  • Debugging and reproducing issues in distributed systems become extremely difficult due to the unpredictable nature of nondeterminism.
  • Partial failures, unlike all-or-nothing failures in monolithic systems, further complicate the stability and reliability of distributed systems.

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