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Historical / academic background

Cryptography

Distributed consensus

  • Practical Byzantine Fault Tolerance (Castro and Liskov, 1999)
    • a seminal algorithm for state machine replication / transaction ordering in a distributed system with up to 1/3 malicious nodes
  • Distributed Systems
    • excellent 101-level lecture notes. presumes some comfort with math notation, particularly predicate logic. distributed systems concepts can help answer questions like "why is Solana's "Proof of History" an innovation?"
  • CAP Theorem
    • fundamental trade-off between staying consistent vs. staying available when there's a network partition, i.e. nodes can't communicate
  • FLP Result
    • why distributed consensus is not guaranteed when a node goes down. in practice, this is solved by relaxing the constraints of their model
  • Proof of useful work
    • using collective computing power to search for prime number chains. an academic application but interesting concept
  • HotStuff BFT
    • an iteration on PBFT attempting to optimize for variable network delays

Bonus

  • P vs. NP - deep theoretical question on the very nature of computation: whether easy to verify implies (=>) easy to solve
  • Elliptic curve cryptography - in-depth blog post with plenty of diagrams on how elliptic curve cryptography works