公开(公告)号：US09772792B1

公开(公告)日：2017-09-26

申请号：US14752153

申请日：2015-06-26

申请人： EMC Corporation

发明人： Ryan Wallner ,  Shamail Tahir

IPC分类号： G06F13/12 ,  G06F3/06 ,  G06F13/42

CPC分类号： G06F3/0647 ,  G06F3/061 ,  G06F3/067 ,  G06F13/4221

摘要： An apparatus comprises container host devices each implementing one or more containers, at least one storage platform coupled to the plurality of container host devices and implementing storage resources for utilization by processes running in the containers, and a controller associated with at least a subset of the container host devices and the storage platform. The containers implemented by the container host devices are arranged in container groups and the storage resources implemented by the storage platform are arranged in storage groups. The controller is configured to coordinate establishment of container host resource allocations for one or more of the container groups with establishment of storage resource allocations for one or more of the storage groups. Portions of the container groups may be arranged with corresponding portions of the storage groups into container-storage groups, with the controller generating information indicative of relative levels of resource utilization across the container-storage groups.

公开(公告)号：US10402733B1

公开(公告)日：2019-09-03

申请号：US14741928

申请日：2015-06-17

申请人： EMC Corporation

发明人： Sanping Li ,  Yu Cao ,  Shamail Tahir ,  Kenneth Durazzo

IPC分类号： G06N3/08 ,  G06N5/04 ,  G06N20/00

摘要： Workload data associated with past execution of an application by a computing system is obtained. Two or more prediction models are trained using the obtained past workload data. A weight is assigned to each of the two or more trained prediction models. The two or more weighted prediction models are combined to form an ensemble prediction model configured to predict, in real-time, workload associated with future execution of the application by the computing system.

公开(公告)号：US09923785B1

公开(公告)日：2018-03-20

申请号：US14748503

申请日：2015-06-24

申请人： EMC Corporation

发明人： Sanping Li ,  Yu Cao ,  Shamail Tahir ,  Kenneth Durazzo

IPC分类号： G06F15/173 ,  H04L12/24

CPC分类号： H04L41/5025 ,  H04L41/5054

摘要： A current workload associated with a computing infrastructure is monitored for a change in the current workload. A first cost value is computed wherein the first cost value indicates a cost associated with scaling a current resource configuration for the computing infrastructure to respond to the change to the current workload. A second cost value is computed wherein the second cost value indicates a cost associated with ignoring the change to the current workload and maintaining the current resource configuration for the computing infrastructure. The first cost value and the second cost value are compared. A determination is made whether to scale or maintain the current resource configuration based on the comparison of the first cost value and the second cost value.