专利名称：Method for mapping media components
employing machine learning
发明人：Satzke, Klaus,Wahl, Stefan申请号：EP12305171.6申请日：20120215公开号：EP2629247B1公开日：20140108
摘要：The present document relates to cloud computing. In particular, the presentdocument relates to methods and systems for cloud computing which enable theefficient and flexible placement of application components within a cloud. A computingdevice (101) is described. The computing device (101) is adapted to receive a plurality ofcomponent placement requests for one or more components (703) of a correspondingplurality of applications (700); determine a plurality of feature vectors (203) from theplurality of component placement requests, respectively; wherein each feature vector(203) comprises vector dimensions which describe different attributes of the respectivecomponent placement request; determine a plurality of placement decisions (205)regarding the plurality of component placement requests, respectively; wherein eachplacement decision (205) comprises an indication of one or more executing computingdevices (101) onto which the one or more components (703) of the respective application(700) have been placed; cluster the plurality of feature vectors (203), thereby yielding oneor more clusters (202); wherein each cluster (202) comprises a default feature vector (203)describing the different attributes of a default component placement request; determinea default placement decision (205) for each of the one or more clusters; and store the
one or more default feature vectors and the respective one or more default placementdecisions (205) in a database (204) of the computing device (101).
申请人：ALCATEL LUCENT
地址：FR
国籍：FR
代理机构：Wetzel, Emmanuelle
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