Theory of linear and integer programming
Theory of linear and integer programming
A genetic algorithm for the generalised assignment problem
Computers and Operations Research
Genetic Algorithms and Manufacturing Systems Design
Genetic Algorithms and Manufacturing Systems Design
On the use of genetic algorithms to solve location problems
Computers and Operations Research - Location analysis
Optimal Provisioning and Pricing of Internet Differentiated Services in Hierarchical Markets
ICN '01 Proceedings of the First International Conference on Networking-Part 1
Rethinking virtual network embedding: substrate support for path splitting and migration
ACM SIGCOMM Computer Communication Review
Future Generation Computer Systems
The impact of virtualization on network performance of amazon EC2 data center
INFOCOM'10 Proceedings of the 29th conference on Information communications
An Approach towards Resource Efficient Virtual Network Embedding
INTERNET '10 Proceedings of the 2010 2nd International Conference on Evolving Internet
Rate control-based framework and algorithm for optimal provisioning
Photonic Network Communications
Survivable virtual network embedding
NETWORKING'10 Proceedings of the 9th IFIP TC 6 international conference on Networking
Elastic service availability: utility framework and optimal provisioning
IEEE Journal on Selected Areas in Communications - Part Supplement
A cost efficient framework and algorithm for embedding dynamic virtual network requests
Future Generation Computer Systems
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Today applications and services are migrating to a cloud-computing-based paradigm in which the users access the applications and services hosted in data centers, by using thin-clients on the user terminal device. These applications/services are typically hosted and run on virtual machines in interconnected data centers. Different applications from the same user may need to access and change shared data or information. Thus, we may abstract the applications from same user as a virtual network (VN). For better performance and efficiency, it is critical that the VN request be accommodated with optimal provisioning under the current resource state of data centers. In this paper, for addressing the issue of how to design an optimal provisioning scheme for the VN request such that the total revenue of is maximized, we first develop a framework for the optimal provisioning of VN request by using mixed integer programming. Since the optimal provisioning problem is NP-hard, we also propose a genetic algorithm---based heuristic algorithm for addressing the problem of optimal provisioning for VN with unsplittable flow and optimal provisioning for VN with splittable flow problems. We demonstrate the effectiveness of our approach in improving the total revenue by conducting extensive simulations on different networks.