Emanuele Giuseppe Esposito, Paulo R. Coelho, F. Pedone
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引用次数: 5

摘要

状态机复制是一种众所周知的构建容错复制系统的技术。该技术保证服务的副本以相同的总顺序执行相同的确定性命令序列。状态机复制的核心是一致性,这是一个分布式问题,其中副本就下一个要执行的命令达成一致。在提出的各种共识算法中,Paxos以其优化的弹性和通信而脱颖而出。为了高效地实现Paxos,已经付出了很多努力。现有的解决方案利用特殊的网络拓扑,依赖专门的硬件,或者利用应用程序语义。本文没有提出原始Paxos算法的另一种变体,而是提出了一种新的策略来提高基于Paxos的状态机复制的性能。我们将介绍Paxos内核,它是Paxos的一种实现,通过避免系统调用和TCP/IP堆栈来显著降低通信开销。为了减少与系统调用相关的上下文切换的数量,我们将Paxos作为内核模块提供。我们对内核Paxos进行了详细的性能分析,并将其与用户空间等效实现进行了比较。
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Kernel Paxos
State machine replication is a well-known technique to build fault-tolerant replicated systems. The technique guarantees that replicas of a service execute the same sequence of deterministic commands in the same total order. At the core of state machine replication is consensus, a distributed problem in which replicas agree on the next command to be executed. Among the various consensus algorithms proposed, Paxos stands out for its optimized resilience and communication. Much effort has been placed on implementing Paxos efficiently. Existing solutions make use of special network topologies, rely on specialized hardware, or exploit application semantics. Instead of proposing yet another variation of the original Paxos algorithm, this paper proposes a new strategy to increase performance of Paxos-based state machine replication. We introduce Kernel Paxos, an implementation of Paxos that significantly reduces communication overhead by avoiding system calls and TCP/IP stack. To reduce the number of context switches related to system calls, we provide Paxos as a kernel module. We present a detailed performance analysis of Kernel Paxos and compare it to a user-space equivalent implementation.
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