公开(公告)号：GB2621747B

公开(公告)日：2024-07-17

申请号：GB202317636

申请日：2022-04-07

Applicant: IBM

Inventor： MUDHAKAR SRIVATSA ,  DINESH C VERMA ,  SATISH SADAGOPAN ,  MATHEWS THOMAS ,  UTPAL MANGLA

IPC: H04L41/0895 ,  G06F8/60 ,  G06N3/02

Abstract: A computer implemented method determines a placement of an application being added to a network. The method includes determining a logical-physical mapping for the application. Sub-graphs in the logical-physical mapping are identified. A stored application in a catalog of applications previously used in the network is located. The stored application includes one of the sub-graphs in the logical-physical mapping. An experiment is generated, performed by a computing device running a neural network model, using the sub-graphs. The experiment includes inducing a physical node mapping for the sub-graph. A cost function associated with a placement of the application being added to the network to one or more physical nodes in the induced physical node mapping is determined.

公开(公告)号：GB2621747A

公开(公告)日：2024-02-21

申请号：GB202317636

申请日：2022-04-07

Applicant: IBM

Inventor： MUDHAKAR SRIVATSA ,  DINESH C VERMA ,  SATISH SADAGOPAN ,  MATHEWS THOMAS ,  UTPAL MANGLA

IPC: H04L41/0895 ,  G06F8/60 ,  G06N3/02

Abstract: A computer implemented method determines a placement of an application being added to a network. The method includes determining a logical-physical mapping for the application. Sub-graphs in the logical-physical mapping are identified. A stored application in a catalog of applications previously used in the network is located. The stored application includes one of the sub-graphs in the logical-physical mapping. An experiment is generated, performed by a computing device running a neural network model, using the sub-graphs. The experiment includes inducing a physical node mapping for the sub-graph. A cost function associated with a placement of the application being added to the network to one or more physical nodes in the induced physical node mapping is determined.