Near-Optimal Light Spanners
@article{Chechik2016NearOptimalLS, title={Near-Optimal Light Spanners}, author={Shiri Chechik and Christian Wulff-Nilsen}, journal={ACM Transactions on Algorithms (TALG)}, year={2016}, volume={14}, pages={1 - 15} }
A spanner H of a weighted undirected graph G is a “sparse” subgraph that approximately preserves distances between every pair of vertices in G. We refer to H as a δ-spanner of G for some parameter δ ≥ 1 if the distance in H between every vertex pair is at most a factor δ bigger than in G. In this case, we say that H has stretch δ. Two main measures of the sparseness of a spanner are the size (number of edges) and the total weight (the sum of weights of the edges in the spanner). It is well…
31 Citations
Distributed Construction of Light Networks
- Computer Science, MathematicsPODC
- 2020
Efficient distributed algorithms in the CONGEST model for constructing light spanners and SLTs, with near optimal parameters are devised, and a distributed algorithm for constructing nets for arbitrary weighted graphs is developed, generalizing previous algorithms that worked only for unweighted graphs.
Near-Optimal Spanners for General Graphs in (Nearly) Linear Time
- Computer Science, MathematicsSODA
- 2022
The following results on fast constructions of spanners with near-optimal sparsity and lightness are presented, which culminate a long line of work in this area.
NP-hardness and fixed-parameter tractability of the minimum spanner problem
- Mathematics, Computer ScienceTheor. Comput. Sci.
- 2018
Weighted Sparse and Lightweight Spanners with Local Additive Error
- MathematicsArXiv
- 2021
This paper gives the first known additive spanners with nontrivial lightness guarantees, and provides a +εW (·, ·) spanner with Oε(n) lightness, and a +(4 + ε)W ( ·,·) spanners with O ε(n ) lightness.
Online Spanners in Metric Spaces
- Mathematics
- 2022
Given a metric space M = (X,δ), a weighted graph G over X is a metric t-spanner of M if for every u, v ∈ X, δ(u, v) ≤ dG(u, v) ≤ t ⋅ δ(u, v), where dG is the shortest path metric in G. In this paper,…
On Notions of Distortion and an Almost Minimum Spanning Tree with Constant Average Distortion
- Computer ScienceSODA
- 2016
This paper shows that any weighted undirected graph admits a spanning tree whose weight is at most (1 + ρ) times that of the MST, providing constant average distortion O(1/ρ2), and obtains an embedding for arbitrary metrics into Euclidean space with optimal prioritized distortion.
Truly Optimal Euclidean Spanners
- Computer Science, Mathematics2019 IEEE 60th Annual Symposium on Foundations of Computer Science (FOCS)
- 2019
It is shown that any (1+ε) -spanner must have lightness Ω(ε^-d), and the upper bound on the lightness of the greedy spanner is improved, implying that the greedy (and other) spanners achieve the optimal size.
Towards a Unified Theory of Light Spanners I: Fast (Yet Optimal) Constructions
- Computer Science, MathematicsArXiv
- 2021
This work aims at initiating a unified theory of light spanners by presenting a single framework that can be used to construct lightSpanners in a variety of graph classes by laying the foundations of the theory and applying it to design fast constructions with optimal lightness for several graph classes.
The Greedy Spanner is Existentially Optimal
- Computer Science, MathematicsPODC
- 2016
It is concluded that the greedy spanner achieves near-optimal weight guarantees for both general graphs and doubling metrics, thus resolving two longstanding conjectures in the area.
The Greedy Spanner is Existentially Optimal [ Extended
- Computer Science, Mathematics
- 2016
It is concluded that the greedy spanner achieves near-optimal weight guarantees for both general graphs and doubling metrics, thus resolving two longstanding conjectures in the area.
References
SHOWING 1-10 OF 39 REFERENCES
Light Spanners
- MathematicsSIAM J. Discret. Math.
- 2015
It is shown that for any parameters k ≥ 1 and ε > 0, any weighted graph G on n vertices admits a (2k − 1) · (1 + ε)-stretch spanner of weight at most w(MST (G) · Oε(kn/ log k), where w(G)) is the weight of a minimum spanning tree of G.
Lower Bounds for Additive Spanners, Emulators, and More
- Mathematics, Computer Science2006 47th Annual IEEE Symposium on Foundations of Computer Science (FOCS'06)
- 2006
The study of pair-wise and source-wise distance preservers defined by Coppersmith and Elkin by considering their approximate variants and their relaxation to emulators and proves the first lower bounds for such graphs.
Additive Spanners in Nearly Quadratic Time
- MathematicsICALP
- 2010
This work considers the problem of efficiently finding an additive C-spanner of an undirected unweighted graph G so that for all pairs of vertices u,v, δ H (u,v) ≤ δ G (u-v) + C, where δ denotes shortest path distance.
Approximate distance oracles with improved preprocessing time
- Mathematics, Computer ScienceSODA
- 2012
This work shows that for some universal constant c, a (2k − 1)-approximate distance oracle for G of size O(kn1+1/k) can be constructed in [EQUATION] time and can answer queries in O(k) time and gives an oracle which is faster for smaller k.
Approximate distance oracles
- Computer Science, MathematicsJ. ACM
- 2005
The most impressive feature of the data structure is its constant query time, hence the name "oracle", and it provides faster constructions of sparse spanners of weighted graphs, and improved tree covers and distance labelings of weighted or unweighted graphs.
All-Pairs Almost Shortest Paths
- Computer Science, MathematicsSIAM J. Comput.
- 1997
A simple argument shows that computing all distances in G with an additive one-sided error of at most 1 is as hard as Boolean matrix multiplication, and describes an APASP2 algorithm, which is simple, easy to implement, and faster than the fastest known matrix-multiplication algorithm.
Optimal euclidean spanners: really short, thin and lanky
- Computer Science, MathematicsSTOC '13
- 2013
This paper resolves the long-standing conjecture of Arya et al. that the weight bound can be improved by a logarithmic factor, without increasing the degree and the diameter of the spanner, and within the same running time, and demonstrates that the conjecture holds true not only in constant-dimensional Euclidean spaces, but also in doubling metrics.
On sparse spanners of weighted graphs
- Mathematics, Computer ScienceDiscret. Comput. Geom.
- 1993
This paper gives a simple algorithm for constructing sparse spanners for arbitrary weighted graphs and applies this algorithm to obtain specific results for planar graphs and Euclidean graphs.
The Greedy Spanner is Existentially Optimal
- Computer Science, MathematicsPODC
- 2016
It is concluded that the greedy spanner achieves near-optimal weight guarantees for both general graphs and doubling metrics, thus resolving two longstanding conjectures in the area.
A Light Metric Spanner
- Mathematics2015 IEEE 56th Annual Symposium on Foundations of Computer Science
- 2015
This paper shows that doubling spaces admit (1 + ε)-stretch spanners with lightness WD = (ddim /ε)<sup>O(ddim)</sup>.