Modeling and Resource Scheduling of Real-Time Unsplittable Data Transfers
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Tarih
2015-03-01
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Natural Sciences Publishing (NSP)
Erişim Hakkı
info:eu-repo/semantics/openAccess
Attribution-NonCommercial-NoDerivs 3.0 United States
Attribution-NonCommercial-NoDerivs 3.0 United States
Özet
Real-time communication where the timely delivery of the data transfer requests needs to be guaranteed is essential for several applications. This work formally introduces the Real-Time Unsplittable Data Dissemination Problem (RTU/DDP), which is a generalization of the unsplittable flow problem. RTU/DDP problem is proved to be NP-hard. Therefore, heuristic approaches are required to acquire good solutions to the problem. The problem is divided into two sub-problems: path selection and request packing. Each of these sub-problems is formally defined and heuristic algorithms are proposed for both sub-problems. MinMin/FPF, Edge Disjoint MinMin/FPF, MinCon/FPF, and LFL-MinCon/FPF heuristics are proposed for the path selection subproblem. MNOFF and MOFF heuristics are introduced for the latter subproblem. The performances of these algorithms are compared with a genetic algorithm solution proposed in this study and a heuristic from the literature. The results and discussions of the comparisons among the performances of the proposed heuristics are presented.
Açıklama
Anahtar Kelimeler
Research Subject Categories::TECHNOLOGY
Kaynak
Applied Mathematics & Information Sciences
WoS Q DeÄŸeri
Scopus Q DeÄŸeri
Cilt
9
Sayı
2
