What Can be Computed Locally? 论文

摘要

The purpose of this paper is a study of computation that can be done locally in a distributed network, where “locally” means within time (or distance) independent of the size of the network. Locally checkable labeling (LCL) problems are considered, where the legality of a labeling can be checked locally (e.g., coloring). The results include the following: • There are nontrivial LCL problems that have local algorithms. • There is a variant of the dining philosophers problem that can be solved locally. • Randomization cannot make an LCL problem local; i.e., if a problem has a local randomized algorithm then it has a local deterministic algorithm. • It is undecidable, in general, whether a given LCL has a local algorithm. • However, it is decidable whether a given LCL has an algorithm that operates in a given time t. • Any LCL problem that has a local algorithm has one that is order-invariant (the algorithm depends only on the order of the processor IDs).