Eventually lattice-linear algorithms

被引:0
|
作者
Gupta, Arya Tanmay [1 ]
Kulkarni, Sandeep S. [1 ]
机构
[1] Michigan State Univ, Comp Sci & Engn, E Lansing, MI 48824 USA
关键词
Eventually lattice-linear algorithms; Self-stabilization; Asynchrony; Concurrency; Eliminate synchronization cost; SELF-STABILIZING ALGORITHMS; DOMINATION;
D O I
10.1016/j.jpdc.2023.104802
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Lattice-linear systems allow nodes to execute asynchronously. We introduce eventually lattice-linear algorithms, where lattices are induced only among the states in a subset of the state space. The algorithm guarantees that the system transitions to a state in one of the lattices. Then, the algorithm behaves lattice linearly while traversing to an optimal state through that lattice.We present a lattice-linear self-stabilizing algorithm for service demand based minimal dominating set (SDMDS) problem. Using this as an example, we elaborate the working of, and define, eventually lattice-linear algorithms. Then, we present eventually lattice-linear self-stabilizing algorithms for minimal vertex cover (MVC), maximal independent set (MIS), graph colouring (GC) and 2-dominating set problems (2DS).Algorithms for SDMDS, MVC and MIS converge in 1 round plus n moves (within 2n moves), GC in n + 4m moves, and 2DS in 1 round plus 2n moves (within 3nmoves). These results are an improvement over the existing literature. We also present experimental results to show performance gain demonstrating the benefit of lattice-linearity.
引用
收藏
页数:12
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