Byzantine Fault Tolerance & Paxos

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Questions and Answers

Which statement best describes the fundamental difference between crash faults and Byzantine faults?

  • Byzantine faults can be tolerated with fewer redundant nodes than crash faults.
  • Crash faults always lead to a complete network partition, while Byzantine faults do not.
  • Crash faults require a larger number of nodes for consensus compared to Byzantine faults.
  • Crash faults are characterized by passive node failures, while Byzantine faults involve nodes acting maliciously. (correct)

A system with four nodes employing a BFT consensus mechanism experiences a permanent hardware failure in one node and a compromise by an attacker on another. Can the system continue to function correctly?

  • Yes, provided the compromised node is quickly isolated.
  • Yes, consensus can be maintained with the remaining nodes.
  • Yes, but the system will operate with reduced efficiency.
  • No, the system cannot maintain consensus under these conditions. (correct)

In Paxos, consider a scenario where a proposer receives a promise that includes a previously accepted value. What action should the proposer take according to the Paxos protocol?

  • The proposer should use the previously accepted value with the highest ID in its proposal. (correct)
  • The proposer should ignore the promise and continue with its original proposed value.
  • The proposer should propose a completely new value to avoid conflicts.
  • The proposer should abort the current consensus attempt.

Which of the following statements accurately describe characteristics of a permissioned blockchain model?

<p>Users are authenticated through a Membership Service Provider (MSP), and security and consensus mechanisms are required. (B)</p>
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In the Paxos algorithm, what guarantee does a majority of promises provide to a proposer?

<p>Safety against conflicting proposals, preventing multiple values from being chosen. (B)</p>
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In a Byzantine Fault Tolerance (BFT) system, if there are 3 faulty nodes, what is the minimum total number of nodes required to achieve consensus?

<p>10 (A)</p>
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Consider a scenario in the Byzantine Generals Problem with one good commander, one good lieutenant, and one faulty lieutenant. Under what condition(s) can consensus be achieved?

<p>Consensus is possible if there are additional good lieutenants to ensure a majority of correct information. (D)</p>
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What is the main purpose of Multi-Paxos?

<p>To reach a consensus on a series of values, rather than a single value. (A)</p>
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Which of the following statements is/are false regarding classic Paxos?

<p>It achieves consensus on the ID and not the value itself. (A)</p>
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In the Paxos algorithm, what accurately describes the roles a node can assume?

<p>A node can dynamically play one or more roles at the same time. (A)</p>
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Flashcards

Crash vs. Byzantine Faults

Crash faults occur when nodes fail passively, while Byzantine faults involve nodes behaving maliciously.

Byzantine Fault Tolerance

To tolerate F Byzantine faults, you need at least 3F + 1 systems.

Paxos Proposer Action

If a proposer in Paxos receives a promise with an already accepted value, it should use that value with the highest ID.

Permissioned Blockchain

In a permissioned blockchain, users are authenticated through a Membership Service Provider (MSP). Security and consensus are required. Transactions are only visible to authorized participants.

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Paxos Promises' Role

A majority of promises in Paxos ensure safety against conflicting proposals.

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BFT Node Count

With 3 faulty nodes, a Byzantine Fault Tolerance (BFT) system needs at least 10 nodes for consensus.

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Byzantine Generals Problem

If two lieutenants and one is faulty, consensus isn't possible unless there are additional good lieutenants.

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Multi-Paxos Purpose

Multi-Paxos' purpose is to reach a consensus for a series of values.

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Classic Paxos Focus

Classic Paxos achieves consensus on the value, not the ID. It is designed to handle only crash faults.

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Node Roles in Paxos

In Paxos, a node can play one or more roles at the same time.

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Study Notes

  • Byzantine faults involve deliberate malicious behavior.

Question 2

  • A system requires at least 4 systems to tolerate 1 Byzantine fault, according to the formula 3F+1, where F is the number of Byzantine faults.
  • If one system permanently fails and another is compromised, the remaining systems cannot maintain consensus.

Question 3

  • In Paxos, a proposer receiving a promise with an already accepted value will use the previously accepted value with the highest ID.

Question 4

  • In a permissioned blockchain model, users are authenticated through a Membership Service Provider (MSP).
  • Security and consensus are required in a permissioned blockchain.
  • Transactions in a permissioned blockchain are only visible to authorized participants.

Question 5

  • In the Paxos algorithm, a majority of promises ensures safety against conflicting proposals.

Question 6

  • With 3 faulty nodes, 10 nodes are needed to reach consensus in a Byzantine Fault Tolerance (BFT) system, calculated by 3f + 1 = 3(3) + 1 = 10.

Question 7

  • In a Byzantine Generals Problem with one good commander, one good lieutenant, and one faulty lieutenant, the consensus is impossible because the faulty lieutenant can mislead.
  • Consensus is possible if there are additional good lieutenants.

Question 8

  • Multi-Paxos aims to reach a consensus for a series of values.
  • Multi-Paxos does not offer a termination guarantee.

Question 9

  • Classic Paxos is designed to handle only crash faults.
  • Classic Paxos achieves consensus on the value, not on ID.

Question 10

  • In Paxos, a node can play one or more roles simultaneously.

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