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.

公开(公告)号：GB2604965A

公开(公告)日：2022-09-21

申请号：GB202114741

申请日：2021-10-15

Applicant: IBM

Inventor： DINESH C VERMA ,  RAGHU KIRAN GANTI ,  BIJAN DAVARI

IPC: G06F9/50

Abstract: A cloud-enterprise resource management system enables sharing of computing resources belonging to different datacenters by one or more clients of a resource pooling and sharing service. Each datacenter of includes a first partition of computing resources and a second partition of computing resources. The first partition is designated as reserved for use by an enterprise operating the datacenter. The second partition is designated as available for use by one or more clients of the resource pooling and sharing service. A workload manager in each datacenter predicts workload and transfers (i) a first computing resource from the first partition to the second partition wherein when the predicted workload is below a first threshold and (ii) a second computing resource from the second partition to the first partition when the predicted workload is above a second threshold.