Martin Carames Abente currently works in the private sector. He studied at the Department of Computer Sciences (FCEN), University of Buenos Aires. Martin does work/research in Theory of Computation, Data Mining, and Artificial Intelligence. His most recent project was 'Tracing status evidence in networks of utility-distribution companies, to provide quick insight into failures causes and direct prevention work.'
Real-time access to network monitoring information (when available) and network topology and status history. Correlation of information via graphs and bayesian networks. Dynamic prediction of failures, assessment of root technical causes for failures just happened, providing insights useful for network maintenance and optimization.