%0 Conference Paper %1 5606424 %A Cioara, T. %A Pop, C.B. %A Anghel, I. %A Salomie, I. %A Dinsoreanu, M. %A Condor, I. %A Mihaly, F. %B Intelligent Computer Communication and Processing (ICCP), 2010 IEEE International Conference on %D 2010 %K consumption engergy immune master optimizing projekt:2012 server uni %P 273 -280 %R 10.1109/ICCP.2010.5606424 %T Immune-inspired technique for optimizing server's energy consumption %U http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=5606424&contentType=Conference+Publications&queryText%3DEnergy+Consumption %X This paper presents an immune-inspired technique for optimizing a server energy consumption. The proposed technique is similar with an artificial immune system associated to a server, aiming to detect non-optimal server energy consumption states and to take the appropriate actions that would bring the server into an optimal state. The optimization technique has two main stages: an initialization stage and a self-optimization stage. In the initialization stage the server is monitored for a specific period of time to collect energy consumption historical raw data for identifying associations between the server energy consumption states and the appropriate optimization actions. In the self-optimization stage, energy consumption server state snapshots are taken at regular time intervals and formally represented using a biologically-inspired antigen model. The obtained antigen is then classified as self (optimal energy consumption state) or non-self (non-optimal energy consumption state) using a set of detectors obtained in the initialization stage. For non-self antigens a biologically-inspired clonal selection approach is used to determine the actions that need to be taken to bring the server in an optimal energy consumption state.

@inproceedings{5606424, abstract = {This paper presents an immune-inspired technique for optimizing a server energy consumption. The proposed technique is similar with an artificial immune system associated to a server, aiming to detect non-optimal server energy consumption states and to take the appropriate actions that would bring the server into an optimal state. The optimization technique has two main stages: an initialization stage and a self-optimization stage. In the initialization stage the server is monitored for a specific period of time to collect energy consumption historical raw data for identifying associations between the server energy consumption states and the appropriate optimization actions. In the self-optimization stage, energy consumption server state snapshots are taken at regular time intervals and formally represented using a biologically-inspired antigen model. The obtained antigen is then classified as self (optimal energy consumption state) or non-self (non-optimal energy consumption state) using a set of detectors obtained in the initialization stage. For non-self antigens a biologically-inspired clonal selection approach is used to determine the actions that need to be taken to bring the server in an optimal energy consumption state.}, added-at = {2012-10-22T21:31:54.000+0200}, author = {Cioara, T. and Pop, C.B. and Anghel, I. and Salomie, I. and Dinsoreanu, M. and Condor, I. and Mihaly, F.}, biburl = {https://www.bibsonomy.org/bibtex/2a387b31f6782883cf156fe56c8f9093f/telekoma}, booktitle = {Intelligent Computer Communication and Processing (ICCP), 2010 IEEE International Conference on}, description = {IEEE Xplore - Immune-inspired technique for optimizing server's energy consumption}, doi = {10.1109/ICCP.2010.5606424}, interhash = {99736f759e640600bb246e7307fd5462}, intrahash = {a387b31f6782883cf156fe56c8f9093f}, keywords = {consumption engergy immune master optimizing projekt:2012 server uni}, month = {aug.}, pages = {273 -280}, timestamp = {2012-10-22T21:31:54.000+0200}, title = {Immune-inspired technique for optimizing server's energy consumption}, url = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=5606424&contentType=Conference+Publications&queryText%3DEnergy+Consumption}, year = 2010 }