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Theory of computing systems. 2021;65(4):687-705. doi: 10.1007/s00224-020-09993-6 Q40.62024

Space Lower Bounds for the Signal Detection Problem

信号检测问题中的空间下限研究 翻译改进

Faith Ellen  1, Rati Gelashvili  1, Philipp Woelfel  2, Leqi Zhu  1

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作者单位

  • 1 Department of Computer Science, University of Toronto, Toronto, ON Canada.
  • 2 Department of Computer Science, University of Calgary, Calgary, AB Canada.
  • DOI: 10.1007/s00224-020-09993-6 PMID: 34720702

    摘要 Ai翻译

    Many shared memory algorithms have to deal with the problem of determining whether the value of a shared object has changed in between two successive accesses of that object by a process when the responses from both are the same. Motivated by this problem, we define the signal detection problem, which can be studied on a purely combinatorial level. Consider a system with n + 1 processes consisting of n readers and one signaller. The processes communicate through a shared blackboard that can store a value from a domain of size m. Processes are scheduled by an adversary. When scheduled, a process reads the blackboard, modifies its contents arbitrarily, and, provided it is a reader, returns a Boolean value. A reader must return true if the signaller has taken a step since the reader's preceding step; otherwise it must return false. Intuitively, in a system with n processes, signal detection should require at least n bits of shared information, i.e., m ≥ 2 n . But a proof of this conjecture remains elusive. For the general case, we prove a lower bound of mn 2. For restricted versions of the problem, where the processes are oblivious or where the signaller must write a fixed sequence of values, we prove a tight lower bound of m ≥ 2 n . We also consider a version of the problem where each reader takes at most two steps. In this case, we prove that m = n + 1 blackboard values are necessary and sufficient.

    Keywords: ABA problem; Lower bounds; Signal detection; Space complexity.

    Keywords:Signal Detection Problem; Space Lower Bounds

    Copyright © Theory of computing systems. 中文内容为AI机器翻译,仅供参考!

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    期刊名:Theory of computing systems

    缩写:THEOR COMPUT SYST

    ISSN:1432-4350

    e-ISSN:1433-0490

    IF/分区:0.6/Q4

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