TY - GEN
T1 - Adaptive activity driven multi-level hierarchical prediction of complex systems through profiling and feedback
AU - Hammami, O.
PY - 2009/1/1
Y1 - 2009/1/1
N2 - Complex systems composed of multi-level hierarchical systems exhibit complex interacting dependences which affects the performance of the overall system. Although, one solution is to tightly monitor each system activity and feedback to the next step level in order to take appropriate measures and actions to improve the system this solution is costly and too systematic. In addition, a dependency chain exists between low level systems and higher level systems this dependency chains being as long as the number of levels of the system. We propose in this paper an activity driven adaptive hierarchical prediction technique for complex systems which minimizes monitoring and prediction resources requirements and still keep efficient overall systems performance prediction.
AB - Complex systems composed of multi-level hierarchical systems exhibit complex interacting dependences which affects the performance of the overall system. Although, one solution is to tightly monitor each system activity and feedback to the next step level in order to take appropriate measures and actions to improve the system this solution is costly and too systematic. In addition, a dependency chain exists between low level systems and higher level systems this dependency chains being as long as the number of levels of the system. We propose in this paper an activity driven adaptive hierarchical prediction technique for complex systems which minimizes monitoring and prediction resources requirements and still keep efficient overall systems performance prediction.
UR - https://www.scopus.com/pages/publications/84878163833
U2 - 10.1002/j.2334-5837.2009.tb01042.x
DO - 10.1002/j.2334-5837.2009.tb01042.x
M3 - Conference contribution
AN - SCOPUS:84878163833
SN - 9781615674398
T3 - 19th Annual International Symposium of the International Council on Systems Engineering, INCOSE 2009
SP - 1663
EP - 1675
BT - 19th Annual International Symposium of the International Council on Systems Engineering (INCOSE 2009) in conjunction with the 3rd Asia-Pacific Conference on Systems Engineering APCOSE 2009
PB - INCOSE-International Council on Systems Engineering
T2 - 19th Annual International Symposium of the International Council on Systems Engineering, INCOSE 2009
Y2 - 20 July 2009 through 23 July 2009
ER -