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A set of solutions built on top of a public blockchain to extend its scalability and efficiency, especially for micro-transactions or actions. Examples include: Plasma, TrueBit, Lightning Network, and more.
A byzantine fault is where an error has occured, yet a computer system does not know due which component/what failed to the lack of information and continues to iterate on a given instruction.