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Fooling views: a new lower bound technique for distributed computations under congestion

机译:愚蠢的观点:拥塞下分布式计算的新界限技术

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摘要

We introduce a novel lower bound technique for distributed graph algorithms under bandwidth limitations. We define the notion of fooling views and exemplify its strength by proving two new lower bounds for triangle membership in the CoNGEsT(B) model:1. Any 1-round algorithm requires B = c Delta log n for a constant c 0.2. If B = 1, even in constant-degree graphs any algorithm must take Omega(log*n) rounds.The implication of the former is the first proven separation between the LocAL, and the CONGEST models for deterministic triangle membership. The latter result is the first non-trivial lower bound on the number of rounds required, even for triangle detection, under limited bandwidth. All previous known techniques are provably incapable of giving these bounds. We hope that our approach may pave the way for proving lower bounds for additional problems in various settings of distributed computing for which previous techniques do not suffice.
机译:我们在带宽限制下介绍了分布式图算法的新型下限技术。我们定义了愚蠢的观点的概念,并通过在充满(b)模型中证明三角形成员资格的两个新的下限:1。任何1轮算法都需要B> = C Delta Log N,用于恒定的C> 0.2。如果B = 1,即使在恒定度图形中,任何算法都必须采用Omega(log * n)轮。前者的含义是本地之间的第一次经过验证的分离,以及确定性三角形成员的集合模型。后者结果是在有限的带宽下,即使对于三角形检测,所需轮数的第一个非平凡下限。所有先前的已知技术都可以透明地无法给出这些界限。我们希望我们的方法可以铺平道路,以便在以前技术不足的分布式计算的各种设置中对额外问题进行额外问题。

著录项

  • 来源
    《Distributed Computing》 |2020年第6期|545-559|共15页
  • 作者单位

    IBM Almaden Res Ctr San Jose CA USA;

    Technion Dept Comp Sci Haifa Israel;

    Univ Calif Berkeley Berkeley CA 94720 USA;

    Saarland Informat Campus MPI Informat Saarbrucken Germany;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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