### Abstract

We study a new variant of the graph orientation problem called MAXMINO where the input is an undirected, edge-weighted graph and the objective is to assign a direction to each edge so that the minimum weighted outdegree (taken over all vertices in the resulting directed graph) is maximized. All edge weights are assumed to be positive integers. This problem is closely related to the job scheduling on parallel machines, called the machine covering problem, where its goal is to assign jobs to parallel machines such that each machine is covered as much as possible. First, we prove that MAXMINO is strongly NP-hard and cannot be approximated within a ratio of 2 - ε for any constant ε > 0 in polynomial time unless P-NP, even if all edge weights belong to {1,2}, every vertex has degree at most three, and the input graph is bipartite or planar. Next, we show how to solve MAXMINO exactly in polynomial time for the special case in which all edge weights are equal to 1. This technique gives us a simple polynomial-time W_{max}/W_{min}-approximation algorithm for MAXMINO where w_{max} and w_{min} denote the maximum and minimum weights among all the input edges. Furthermore, we also observe that this approach yields an exact algorithm for the general case of MAXMINO whose running time is polynomial whenever the number of edges having weight larger than w_{min} is at most logarithmic in the number of vertices. Finally, we show that MAXMINO is solvable in polynomial time if the input is a cactus graph.

Original language | English |
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Title of host publication | IPDPS 2009 - Proceedings of the 2009 IEEE International Parallel and Distributed Processing Symposium |

DOIs | |

Publication status | Published - Nov 25 2009 |

Event | 23rd IEEE International Parallel and Distributed Processing Symposium, IPDPS 2009 - Rome, Italy Duration: May 23 2009 → May 29 2009 |

### Publication series

Name | IPDPS 2009 - Proceedings of the 2009 IEEE International Parallel and Distributed Processing Symposium |
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### Other

Other | 23rd IEEE International Parallel and Distributed Processing Symposium, IPDPS 2009 |
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Country | Italy |

City | Rome |

Period | 5/23/09 → 5/29/09 |

### All Science Journal Classification (ASJC) codes

- Computational Theory and Mathematics
- Hardware and Architecture
- Software

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## Cite this

*IPDPS 2009 - Proceedings of the 2009 IEEE International Parallel and Distributed Processing Symposium*[5160872] (IPDPS 2009 - Proceedings of the 2009 IEEE International Parallel and Distributed Processing Symposium). https://doi.org/10.1109/IPDPS.2009.5160872