TY - GEN
T1 - Wide area netwoks projection with Kalman State Estimator
AU - Rubio, Nicolás Gaitán
AU - Pulido, Oscar López
AU - Pinto, Edward Paul Guillén
AU - Valencia, Leonardo Flórez
PY - 2011
Y1 - 2011
N2 - The actual communication networks, due the complexity in their design and the development of new network technologies that needs better CPU performance, have needed frameworks to make projections about their growing, taking into account that they must evaluate network requirements such as bandwidth, latency and CPU performance. Kalman filter, due the capacity to bring near in dynamic systems, is a set of mathematical ecuations that allows to estimate in past and present tense, and make future tense projections, even if the nature of the modeled system is unknown. The analysis stage is about making projections of the variation of active cellphone lines in Colombia, using Kalman filter, to propose a new tool that meets the goal of make projections, and take preventions.
AB - The actual communication networks, due the complexity in their design and the development of new network technologies that needs better CPU performance, have needed frameworks to make projections about their growing, taking into account that they must evaluate network requirements such as bandwidth, latency and CPU performance. Kalman filter, due the capacity to bring near in dynamic systems, is a set of mathematical ecuations that allows to estimate in past and present tense, and make future tense projections, even if the nature of the modeled system is unknown. The analysis stage is about making projections of the variation of active cellphone lines in Colombia, using Kalman filter, to propose a new tool that meets the goal of make projections, and take preventions.
KW - Colombia
KW - Kalman
KW - Prediction
KW - Simple Network Managent Protocol
KW - cellphone lines
KW - comunications
KW - filter
KW - network
KW - network administration
KW - projections
KW - recursive algorithm
UR - https://www.scopus.com/pages/publications/79960666839
U2 - 10.1109/COLOMCC.2011.5936280
DO - 10.1109/COLOMCC.2011.5936280
M3 - Conference contribution
AN - SCOPUS:79960666839
SN - 9781457702853
T3 - 2011 6th Colombian Computing Congress, CCC 2011
BT - 2011 6th Colombian Computing Congress, CCC 2011
T2 - 2011 6th Colombian Computing Congress, CCC 2011
Y2 - 4 May 2011 through 6 May 2011
ER -