On solving the 1 + 1 routing, wavelength and network coding assignment problem with a bi-objective integer linear programming model

Network coding techniques have been viewed as the promising venue to improve the network efficiency and indeed, have been widely explored in the realm of failure recovery in optical networks. The combination of near-instantaneous recovery achieved by dedicated protections and capacity efficiency ena...

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Vydáno v:	Telecommunication systems Ročník 71; číslo 2; s. 155 - 165
Hlavní autor:	Hai, Dao Thanh
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York Springer US 01.06.2019 Springer Nature B.V
Témata:	Artificial Intelligence Business and Management Coding Computer Communication Networks Computer networks Computer simulation Efficiency Integer programming IT in Business Linear programming Mathematical models Optical communication Probability Theory and Stochastic Processes Telecommunications systems Wavelength division multiplexing Integer linear programming Transparent WDM networks Multi-objective pptimization Dedicated path protection Routing and wavelength assignment All-optical XOR network coding
ISSN:	1018-4864, 1572-9451
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Abstract	Network coding techniques have been viewed as the promising venue to improve the network efficiency and indeed, have been widely explored in the realm of failure recovery in optical networks. The combination of near-instantaneous recovery achieved by dedicated protections and capacity efficiency enabled by network coding brings about new opportunities to challenge the well-established trade-off of trading speed recovery for capacity efficiency and vice versa. In this context, the use of all-optical XOR network coding has reshaped the traditional 1 + 1 optical path protection in transparent WDM optical networks and established a new problem, called, 1 + 1 routing, wavelength and network coding assignment (1 + 1 RWNCA) as the extension of the conventional 1 + 1 routing and wavelength assignment (1 + 1 RWA). In this paper, we propose a bi-objective integer linear programming model of the 1 + 1 RWNCA problem aiming at minimizing the wavelength resources as the primary objective and simultaneously minimizing the wavelength link usage as the secondary objective. Our formulation uses a weighting method to combine two objectives into an integrated one and we provide insights on setting up the weight vectors to capture the priority of individual objectives. The effectiveness of our integrated objective model in comparison with reference designs based on the single-objective model, 1 + 1 RWA and 1 + 1 RWNCA, is numerically evaluated on different realistic topologies and traffic sets. Extensive simulation highlights that our proposal uses as efficient as around 60 % of the required wavelength link resources of reference designs and simultaneously achieve the highest performance on the primary objective of minimizing the wavelength resources while its computation time is a few time longer than its single objective counterpart model.
AbstractList	Network coding techniques have been viewed as the promising venue to improve the network efficiency and indeed, have been widely explored in the realm of failure recovery in optical networks. The combination of near-instantaneous recovery achieved by dedicated protections and capacity efficiency enabled by network coding brings about new opportunities to challenge the well-established trade-off of trading speed recovery for capacity efficiency and vice versa. In this context, the use of all-optical XOR network coding has reshaped the traditional 1 + 1 optical path protection in transparent WDM optical networks and established a new problem, called, 1 + 1 routing, wavelength and network coding assignment (1 + 1 RWNCA) as the extension of the conventional 1 + 1 routing and wavelength assignment (1 + 1 RWA). In this paper, we propose a bi-objective integer linear programming model of the 1 + 1 RWNCA problem aiming at minimizing the wavelength resources as the primary objective and simultaneously minimizing the wavelength link usage as the secondary objective. Our formulation uses a weighting method to combine two objectives into an integrated one and we provide insights on setting up the weight vectors to capture the priority of individual objectives. The effectiveness of our integrated objective model in comparison with reference designs based on the single-objective model, 1 + 1 RWA and 1 + 1 RWNCA, is numerically evaluated on different realistic topologies and traffic sets. Extensive simulation highlights that our proposal uses as efficient as around 60 % of the required wavelength link resources of reference designs and simultaneously achieve the highest performance on the primary objective of minimizing the wavelength resources while its computation time is a few time longer than its single objective counterpart model. Network coding techniques have been viewed as the promising venue to improve the network efficiency and indeed, have been widely explored in the realm of failure recovery in optical networks. The combination of near-instantaneous recovery achieved by dedicated protections and capacity efficiency enabled by network coding brings about new opportunities to challenge the well-established trade-off of trading speed recovery for capacity efficiency and vice versa. In this context, the use of all-optical XOR network coding has reshaped the traditional 1 + 1 optical path protection in transparent WDM optical networks and established a new problem, called, 1 + 1 routing, wavelength and network coding assignment (1 + 1 RWNCA) as the extension of the conventional 1 + 1 routing and wavelength assignment (1 + 1 RWA). In this paper, we propose a bi-objective integer linear programming model of the 1 + 1 RWNCA problem aiming at minimizing the wavelength resources as the primary objective and simultaneously minimizing the wavelength link usage as the secondary objective. Our formulation uses a weighting method to combine two objectives into an integrated one and we provide insights on setting up the weight vectors to capture the priority of individual objectives. The effectiveness of our integrated objective model in comparison with reference designs based on the single-objective model, 1 + 1 RWA and 1 + 1 RWNCA, is numerically evaluated on different realistic topologies and traffic sets. Extensive simulation highlights that our proposal uses as efficient as around \[60\%\] of the required wavelength link resources of reference designs and simultaneously achieve the highest performance on the primary objective of minimizing the wavelength resources while its computation time is a few time longer than its single objective counterpart model.
Author	Hai, Dao Thanh
Author_xml	– sequence: 1 givenname: Dao Thanh surname: Hai fullname: Hai, Dao Thanh email: haidt102@gmail.com organization: Institute of Technology, Hanoi University of Industry
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Keywords	Integer linear programming Transparent WDM networks Multi-objective pptimization Dedicated path protection Routing and wavelength assignment All-optical XOR network coding
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SubjectTerms	Artificial Intelligence Business and Management Coding Computer Communication Networks Computer networks Computer simulation Efficiency Integer programming IT in Business Linear programming Mathematical models Optical communication Probability Theory and Stochastic Processes Telecommunications systems Wavelength division multiplexing
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Title	On solving the 1 + 1 routing, wavelength and network coding assignment problem with a bi-objective integer linear programming model
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