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 |
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| Hlavní autori: | , , , , , |
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| Jazyk: | English |
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Elsevier B.V
01.06.2024
Elsevier |
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| ISSN: | 2405-9595, 2405-9595 |
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| Abstract | 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. |
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| AbstractList | 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. |
| Author | Ding, Hongqing Zhang, Liang Zhang, Pengfei Qi, Meiyu He, Fujun Zhang, Xiaoxiao |
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| Cites_doi | 10.1109/MNET.011.2000319 10.1109/JSAC.2011.111002 10.1109/TNET.2022.3179349 10.1109/TNET.2020.2980175 10.1109/TCOMM.2022.3225186 10.1109/TNSM.2019.2937342 10.1016/j.cor.2012.07.008 10.1109/TNET.2021.3070699 |
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| Keywords | Computing-aware networking Software defined networking Network routing Resource allocation |
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| SubjectTerms | Computing-aware networking Network routing Resource allocation Software defined networking |
| Title | Optimal routing and heterogeneous resource allocation for computing-aware networks |
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