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Chains-into-bins processes

Batu, Tugkan ORCID: 0000-0003-3914-4645, Berenbrink, Petra and Cooper, Colin (2010) Chains-into-bins processes. .

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The study of {\em balls-into-bins processes} or {\em occupancy problems} has a long history. These processes can be used to translate realistic problems into mathematical ones in a natural way. In general, the goal of a balls-into-bins process is to allocate a set of independent objects (tasks, jobs, balls) to a set of resources (servers, bins, urns) and, thereby, to minimize the maximum load. In this paper, we analyze the maximum load for the {\em chains-into-bins} problem, which is defined as follows. There are $n$ bins, and $m$ objects to be allocated. Each object consists of balls connected into a chain of length $\ell$, so that there are $m \ell$ balls in total. We assume the chains cannot be broken, and that the balls in one chain have to be allocated to $\ell$ consecutive bins. We allow each chain $d$ independent and uniformly random bin choices for its starting position. The chain is allocated using the rule that the maximum load of any bin receiving a ball of that chain is minimized. We show that, for $d \ge 2$ and $m\cdot\ell=O(n)$, the maximum load is $((\ln \ln m)/\ln d) +O(1)$ with probability $1-\tilde O(1/m^{d-1})$.

Item Type: Monograph (Report)
Official URL:
Additional Information: © 2010 The authors
Divisions: Mathematics
Subjects: Q Science > QA Mathematics
Date Deposited: 10 Jan 2011 10:28
Last Modified: 16 May 2024 13:15

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