Optimal routing and heterogeneous resource allocation for computing-aware networks

Computing-aware networking (CAN) is introduced to unite the computing resources distributed in different platforms. This paper proposes a joint routing and resource allocation model to minimize the total operational cost in CAN. We formulate the problem as an integer linear programming problem. We i...

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Vydané v:	ICT express Ročník 10; číslo 3; s. 614 - 619
Hlavní autori:	Ding, Hongqing, He, Fujun, Zhang, Pengfei, Zhang, Liang, Zhang, Xiaoxiao, Qi, Meiyu
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 01.06.2024 Elsevier
Predmet:	Computing-aware networking Network routing Resource allocation Software defined networking Computing-aware networking Software defined networking Network routing Resource allocation
ISSN:	2405-9595, 2405-9595
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Popis
Shrnutí:	Computing-aware networking (CAN) is introduced to unite the computing resources distributed in different platforms. This paper proposes a joint routing and resource allocation model to minimize the total operational cost in CAN. We formulate the problem as an integer linear programming problem. We introduce a polynomial-time algorithm for larger-size problems. The numerical results reveal that the introduced algorithm reduces the computation time 9.18 times, with increasing the objective no more than 4% compared to the optimal solution; the proposed model can reduce 70% of the total cost compared to a baseline adopting a two-stage strategy in our examined cases.
ISSN:	2405-9595 2405-9595
DOI:	10.1016/j.icte.2024.01.004