IP Network Optimization
Computer and communication networks have evolved into more and more complex structures of heterogeneous technologies with multiple interactions between different protocols and layers. Optimization is a popular approach in network provisioning and dimensioning problems, and fits well when the network is seen as a static system.
Our Practical Skills
Formulate and obtain numerical solutions
Formulate and obtain numerical solutions to the network problem instances, interfacing with numerical solvers.
Implement and fine-tune
Implement and fine-tune the parameters of distributed network algorithms, and observe their performances and convergence under realistic scenarios, with asynchronous executions, random delays, or losses in signaling messages and subject to noisy observations of the network.
Implement heuristic-based offline algorithms
Implement heuristic-based offline algorithms for network dimensioning and adjust their parameters to perform an efficient exploration of the solution space.