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Numerical Analysis and Scientific Computing

Kyriakos MOURATIDIS

2013

Empirical evaluations

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Shortlisting Top-K Assignments, Yimin Lin, Kyriakos Mouratidis Aug 2013

Shortlisting Top-K Assignments, Yimin Lin, Kyriakos Mouratidis

Kyriakos MOURATIDIS

In this paper we identify a novel query type, the top-K assignment query (αTop-K). Consider a set of objects and a set of suppliers, where each object must be assigned to one supplier. Assume that there is a cost associated with every object-supplier pair. If we allocate each object to the server with the smallest cost (for the specific object), the derived overall assignment will have the minimum total cost. In many scenarios, however, runner-up assignments may be required too, like for example when a decision maker needs to make additional considerations, not captured by individual object-supplier costs. In this …