Network bandwidth reservation method combining machine learning and linear programming

Marginable Bandwidth Reservation

With up-coming Quality of Service (QoS) requirements raised by a wide range of communicationintensive, real-time multimedia applications, resource reservation is one of the key issues we have to deal with. Resource ReSerVation Protocol (RSVP) is a well-known signaling protocol for bandwidth reservation in the Internet. However, there are still some open problems in the Internet resource reserva...

Dynamic bandwidth Reservation in Virtual Private Network under Uncertain Traffic

Abstract The aim of this paper is to analyze the dynamic evolution of a Virtual Private Network. The network is modeled as a system, controled by a manager who should take appropriate decisions. However, to be able to take the best possible decisions, the manager should also be able to forecast the worst behavior, in the sense of a quality of service criterion, of the system, he wants to contro...

Practical Management of End-To-End Network Bandwidth Reservation

Based Node Identification Method for Bandwidth Reservation in Hybrid

Linear Programming and Network Optimization

Here, C denotes a column vector of cost coefficients, X a column vector of variables, A = [ai,j ] is a coefficient matrix, B is a column vector representing the bounds in the inequalities and the multiplication operation is matrix multiplication. Linear programs arise in a wide range of applications and can be solved efficiently. The classical simplex algorithm has been very successful in pract...