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Sparse Temporal Spanners with Low Stretch

Published 22 Jun 2022 in cs.DS | (2206.11113v1)

Abstract: A temporal graph is an undirected graph G=(V,E)G=(V,E) along with a function that assigns a time-label to each edge in EE. A path in GG with non-decreasing time-labels is called temporal path and the distance from uu to vv is the minimum length (i.e., the number of edges) of a temporal path from uu to vv. A temporal α\alpha-spanner of GG is a (temporal) subgraph HH that preserves the distances between any pair of vertices in VV, up to a multiplicative stretch factor of α\alpha. The size of HH is the number of its edges. In this work we study the size-stretch trade-offs of temporal spanners. We show that temporal cliques always admit a temporal (2k1)(2k-1)-spanner with O~(kn<sup>1+1k)\tilde{O}(kn<sup>{1+\frac{1}{k}}) edges, where $k&gt;1$ is an integer parameter of choice. Choosing k=lognk=\lfloor\log n\rfloor, we obtain a temporal O(logn)O(\log n)-spanner with O~(n)\tilde{O}(n) edges that has almost the same size (up to logarithmic factors) as the temporal spanner in [Casteigts et al., JCSS 2021] which only preserves temporal connectivity. We then consider general temporal graphs. Since Ω(n<sup>2)\Omega(n<sup>2) edges might be needed by any connectivity-preserving temporal subgraph [Axiotis et al., ICALP'16], we focus on approximating distances from a single source. We show that O~(n/log(1+ε))\tilde{O}(n/\log(1+\varepsilon)) edges suffice to obtain a stretch of (1+ε)(1+\varepsilon), for any small $\varepsilon&gt;0$. This result is essentially tight since there are temporal graphs for which any temporal subgraph preserving exact distances from a single-source must use Ω(n<sup>2)\Omega(n<sup>2) edges. We extend our analysis to prove an upper bound of O~(n<sup>2/β)\tilde{O}(n<sup>2/\beta) on the size of any temporal β\beta-additive spanner, which is tight up to polylogarithmic factors. Finally, we investigate how the lifetime of GG, i.e., the number of its distinct time-labels, affects the trade-off between the size and the stretch of a temporal spanner.

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