We study the communication cost (or message complexity) of fundamental distributed symmetry breaking problems, namely, coloring and MIS. While significant progress has been made in understanding and improving the running time of such problems, much less is known about the message complexity of these problems. In fact, all known algorithms need at least $\Omega(m)$ communication for these problems, where $m$ is the number of edges in the graph. We address the following question in this paper: can we solve problems such as coloring and MIS using sublinear, i.e., $o(m)$ communication, and if so under what conditions? [See full abstract in pdf]
翻译:我们研究了基本分布式对称断裂问题的通信成本(或电文复杂性),即彩色和MIS。虽然在理解和改进这些问题的运行时间方面取得了重大进展,但对这些问题的信息复杂性却知之甚少。事实上,所有已知的算法对于这些问题都需要至少$\Omega(m)的通信,其中百万美元是图中的边缘数。我们在本文件中讨论以下问题:我们能否用亚线性线性(即$(m)美元)的通信来解决诸如染色和MIS等问题,如果是这样的话,在什么条件下? [见全摘要,pdf]