Back to Search Start Over

A lower bound on the performance of dynamic curing policies for epidemics on graphs

Authors :
Drakopoulos, Kimon
Ozdaglar, Asuman
Tsitsiklis, John N.
Publication Year :
2015

Abstract

We consider an SIS-type epidemic process that evolves on a known graph. We assume that a fixed curing budget can be allocated at each instant to the nodes of the graph, towards the objective of minimizing the expected extinction time of the epidemic. We provide a lower bound on the optimal expected extinction time as a function of the available budget, the epidemic parameters, the maximum degree, and the CutWidth of the graph. For graphs with large CutWidth (close to the largest possible), and under a budget which is sublinear in the number of nodes, our lower bound scales exponentially with the size of the graph.

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.1510.06055
Document Type :
Working Paper