Lower bounds on the competitive ratio for mobile user tracking and distributed job scheduling

The authors prove a lower bound of Omega (log n/log log n) on the competitive ratio of any (deterministic or randomised) distributed algorithm for solving the mobile user problem on certain networks of n processors. The lower bound holds for various networks, including the hypercube, any network with sufficiently large girth, and any highly expanding graph. A similar Omega (log n/log log n) lower bound is proved for the competitive ratio of the maximum job delay of any distributed algorithm for solving a distributed scheduling problem on any of these networks. The proofs combine combinatorial techniques with tools from linear algebra and harmonic analysis and apply, in particular, a generalization of the vertex isoperimetric problem on the hypercube, which may be of independent interest.<<ETX>>

[1]  Noga Alon,et al.  Eigenvalues and expanders , 1986, Comb..

[2]  L. H. Harper Optimal numberings and isoperimetric problems on graphs , 1966 .

[3]  Baruch Awerbuch,et al.  Sparse partitions , 1990, Proceedings [1990] 31st Annual Symposium on Foundations of Computer Science.

[4]  Baruch Awerbuch,et al.  Complexity of network synchronization , 1985, JACM.

[5]  Nathan Linial,et al.  The influence of variables on Boolean functions , 1988, [Proceedings 1988] 29th Annual Symposium on Foundations of Computer Science.

[6]  Baruch Awerbuch,et al.  Competitive distributed job scheduling (extended abstract) , 1992, STOC '92.

[7]  Jose Augusto Ramos Soares,et al.  Graph Spanners: a Survey , 1992 .

[8]  Robert E. Tarjan,et al.  Amortized efficiency of list update and paging rules , 1985, CACM.

[9]  Alexander Lubotzky,et al.  Explicit expanders and the Ramanujan conjectures , 1986, STOC '86.

[10]  Noga Alon,et al.  The Probabilistic Method , 2015, Fundamentals of Ramsey Theory.

[11]  Adi Rosén,et al.  The distributed k-server problem-a competitive distributed translator for k-server algorithms , 1992, Proceedings., 33rd Annual Symposium on Foundations of Computer Science.

[12]  Allan Borodin,et al.  On the power of randomization in online algorithms , 1990, STOC '90.

[13]  Eli Upfal,et al.  The token distribution problem , 1989, 27th Annual Symposium on Foundations of Computer Science (sfcs 1986).

[14]  Endre Szemerédi,et al.  On the second eigenvalue of random regular graphs , 1989, STOC '89.

[15]  B. Bollobás,et al.  Extremal Graph Theory , 2013 .

[16]  Andrew Chi-Chih Yao,et al.  Probabilistic computations: Toward a unified measure of complexity , 1977, 18th Annual Symposium on Foundations of Computer Science (sfcs 1977).

[17]  W. Beckner Inequalities in Fourier analysis , 1975 .