重命名的复杂性

Dan Alistarh, J. Aspnes, Seth Gilbert, R. Guerraoui
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引用次数: 36

摘要

我们研究了重命名的复杂性,这是分布式计算中的一个基本问题,其中一组进程需要从给定的命名空间中选择不同的名称。我们证明了确定重命名为k中大小为次指数的任何命名空间的过程步骤的单个下界\Omega (k),其中k是参与者的数量。这个界限是紧密的:它在确定性和随机解决方案之间绘制了指数分隔,并为确定性的获取和增量寄存器、队列和堆栈暗示了新的紧密界限。边界的证明本身就很有趣,因为它依赖于从重命名到分布式计算中的另一个基本问题的第一个简化:互斥。对于任何c \geq 1,我们用一个全局下界\Omega (k \log (k / c))来补充我们的个体边界,它是重命名为大小为ck的命名空间的总步骤复杂度的下界。这适用于针对强大对手的随机算法,并有助于为随机近似计数器和获取和增量实现导出新的全局下界,所有这些都在对数因子范围内。
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The Complexity of Renaming
We study the complexity of renaming, a fundamental problem in distributed computing in which a set of processes need to pick distinct names from a given namespace. We prove an individual lower bound of \Omega( k ) process steps for deterministic renaming into any namespace of size sub-exponential in k, where k is the number of participants. This bound is tight: it draws an exponential separation between deterministic and randomized solutions, and implies new tight bounds for deterministic fetch-and-increment registers, queues and stacks. The proof of the bound is interesting in its own right, for it relies on the first reduction from renaming to another fundamental problem in distributed computing: mutual exclusion. We complement our individual bound with a global lower bound of \Omega( k \log ( k / c ) ) on the total step complexity of renaming into a namespace of size ck, for any c \geq 1. This applies to randomized algorithms against a strong adversary, and helps derive new global lower bounds for randomized approximate counter and fetch-and-increment implementations, all tight within logarithmic factors.
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