Time Lower Bounds for Distributed Distance Oracles

Distributed distance oracles consist of a labeling scheme which assigns a label to each node and a local data structure deployed to each node. When a node v wants to know the distance to a node u, it queries its local data structure with the label of u. The data structure returns an estimated distance to u, which must be larger than the actual distance but can be overestimated. The accuracy of the distance oracle is measured by stretch, which is defined as the maximum ratio between actual distances and estimated distances over all pairs (u, v).

[1]  P. Erdös,et al.  Graph Theory and Probability , 1959 .

[2]  Andrew Chi-Chih Yao,et al.  Some complexity questions related to distributive computing(Preliminary Report) , 1979, STOC.

[3]  Robin Milner,et al.  On Observing Nondeterminism and Concurrency , 1980, ICALP.

[4]  Bala Kalyanasundaram,et al.  The Probabilistic Communication Complexity of Set Intersection , 1992, SIAM J. Discret. Math..

[5]  Alexander A. Razborov,et al.  On the Distributional Complexity of Disjointness , 1992, Theor. Comput. Sci..

[6]  Mikkel Thorup,et al.  Approximate distance oracles , 2001, JACM.

[7]  Harald Niederreiter,et al.  Probability and computing: randomized algorithms and probabilistic analysis , 2006, Math. Comput..

[8]  David Peleg,et al.  Distributed verification and hardness of distributed approximation , 2010, STOC '11.

[9]  Roger Wattenhofer,et al.  Optimal distributed all pairs shortest paths and applications , 2012, PODC '12.

[10]  Roger Wattenhofer,et al.  Networks cannot compute their diameter in sublinear time , 2012, SODA.

[11]  David Peleg,et al.  Distributed Algorithms for Network Diameter and Girth , 2012, ICALP.

[12]  Michael Dinitz,et al.  Efficient computation of distance sketches in distributed networks , 2011, SPAA '12.

[13]  Christoph Lenzen,et al.  Efficient distributed source detection with limited bandwidth , 2013, PODC '13.

[14]  Boaz Patt-Shamir,et al.  Fast routing table construction using small messages: extended abstract , 2012, STOC '13.

[15]  Danupon Nanongkai,et al.  Distributed approximation algorithms for weighted shortest paths , 2014, STOC.