Papers
Topics
Authors
Recent
Search
2000 character limit reached

Fully-dynamic α+2α+ 2 Arboricity Decomposition and Implicit Colouring

Published 11 Mar 2022 in cs.DS | (2203.06039v1)

Abstract: In the implicit dynamic colouring problem, the task is to maintain a representation of a proper colouring as a dynamic graph is subject to insertions and deletions of edges, while facilitating interspersed queries to the colours of vertices. The goal is to use few colours, while still efficiently handling edge-updates and responding to colour-queries. For an n-vertex dynamic graph of arboricity α\alpha, we present an algorithm that maintains an implicit vertex colouring with 42<sup>α4\cdot2<sup>\alpha colours, in amortised poly-(logn)(\log n) update time, and with O(αlogn)O({\alpha} log n) worst-case query time. The previous best implicit dynamic colouring algorithm uses 2<sup>40α2<sup>{40\alpha}) colours, and has a more efficient update time of O(log<sup>3</sup>n)O(\log<sup>3</sup> n) and the same query time of O(αlogn)O({\alpha} log n) [Henzinger et al'20]. For graphs undergoing arboricity α\alpha preserving updates, we give a fully-dynamic α+2\alpha+2 arboricity decomposition in poly(logn,α)(\log n,\alpha) time, which matches the number of forests in the best near-linear static algorithm by Blumenstock and Fischer [2020] who obtain α+2\alpha+2 forests in near-linear time. Our construction goes via dynamic bounded out-degree orientations, where we present a fully-dynamic explicit, deterministic, worst-case algorithm for (1+ε)α+2\lfloor (1+\varepsilon)\alpha \rfloor + 2 bounded out-degree orientation with update time O(ε<sup>6α<sup>2</sup></sup>log<sup>3</sup>n)O(\varepsilon<sup>{-6}\alpha<sup>2</sup></sup> \log<sup>3</sup> n). The state-of-the-art explicit, deterministic, worst-case algorithm for bounded out-degree orientations maintains a βα+logβn\beta\cdot \alpha + \log_{\beta} n out-orientation in O(β<sup>2α<sup>2+βαlogβ</sup></sup>n)O(\beta<sup>2\alpha<sup>2+\beta\alpha\log_{\beta}</sup></sup> n) time [Kopelowitz et al'13].

Citations (9)

Summary

No one has generated a summary of this paper yet.

Paper to Video (Beta)

No one has generated a video about this paper yet.

Whiteboard

No one has generated a whiteboard explanation for this paper yet.

Open Problems

We haven't generated a list of open problems mentioned in this paper yet.

Continue Learning

We haven't generated follow-up questions for this paper yet.