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1. 发明申请

US20140278692A1 MANAGING A FACILITY 审中-公开
标题翻译：管理设施
公开(公告)号：US20140278692A1
公开(公告)日：2014-09-18
申请号：US14353607
申请日：2011-12-23
申请人： Manish Marwah , Alan A. McReynolds , Amip J. Shah , Zhikui Wang , Chandrakant Patel , Daniel Juergen Gmach , Chris D. Hyser , Niru Kumari , Zhenhua Liu , Cullen E. Bash , Martin Arlitt , Sergey Blagodurov , Yuan Chen , Thomas W. Christian
发明人： Manish Marwah , Alan A. McReynolds , Amip J. Shah , Zhikui Wang , Chandrakant Patel , Daniel Juergen Gmach , Chris D. Hyser , Niru Kumari , Zhenhua Liu , Cullen E. Bash , Martin Arlitt , Sergey Blagodurov , Yuan Chen , Thomas W. Christian
IPC分类号： G06Q10/06
CPC分类号： G06Q10/06312
摘要： In a method for managing a facility that is to receive resources from a first resource supply, a supply of resources available from the first resource supply is predicted for a predetermined period of time. In addition, a demand for resources in the facility during the predetermined period of time is predicted. A capacity schedule for the facility is planned to meet a predefined operational goal, in which the plan of the capacity schedule uses as inputs, the predicted supply of resources available from the first resource supply and the predicted demand for resources in the facility during the predetermined period of time. Moreover, a determination as to whether the planned capacity schedule meets the predefined operational goal is made.
摘要翻译：在用于管理从第一资源供应接收资源的设施的方法中，预定从第一资源供应可用的资源的供应达预定的时间段。此外，预测在预定时段期间对设施中的资源的需求。该设施的容量计划计划满足预定义的操作目标，其中容量计划的计划用作输入，可预测的从第一资源供应获得的资源的供应以及在预定期间对设施中的资源的预测需求一段的时间。此外，确定计划容量计划是否符合预定义的操作目标。

2. 发明申请

US20140040474A1 MAXIMIZING SERVER UTILIZATION WITHIN A DATACENTER 有权
标题翻译：最大化服务器在DATACENTER中的使用
公开(公告)号：US20140040474A1
公开(公告)日：2014-02-06
申请号：US13562764
申请日：2012-07-31
申请人： Sergey Blagodurov , Martin Arlitt , Daniel Juergen Gmach , Yuan Chen , Chris D. Hyser , Cullen E. Bash
发明人： Sergey Blagodurov , Martin Arlitt , Daniel Juergen Gmach , Yuan Chen , Chris D. Hyser , Cullen E. Bash
IPC分类号： G06F15/173
CPC分类号： H04L47/726 , G06F9/45558 , G06F9/5088 , G06F9/5094 , G06F2009/4557 , G06F2009/45595 , H04L41/5025 , Y02D10/22 , Y02D10/32
摘要： A method of maximizing server utilization within a datacenter comprising collocating a number of workloads to a subset of a number of physical servers within a datacenter, adjusting access to resources by critical and non-critical workloads, isolating a number of critical workloads that share resources to the subset of resource instances, and controlling resource utilization of the collocated workloads. A system for collocating workloads in a datacenter, the system comprising a number of servers communicatively coupled to each other and a collocation module that receives information from each server and decides whether to leave a workload running on one of any of the servers on that server, or migrate a workload running on one of the number of servers to another server.
摘要翻译：一种使数据中心内的服务器利用率最大化的方法，包括将若干工作负载并入数据中心内的多个物理服务器的子集，通过关键和非关键工作负载调整对资源的访问，将共享资源的多个关键工作负载隔离资源实例的子集，以及控制并置工作负载的资源利用。一种用于将数据中心中的工作负载并置的系统，所述系统包括彼此通信耦合的多个服务器以及从每个服务器接收信息并决定是否在该服务器上的任何服务器之一上运行工作负载的并置模块，或将运行在其中一个服务器上的工作负载迁移到另一个服务器。

3. 发明授权

US09104498B2 Maximizing server utilization within a datacenter 有权
标题翻译：最大化数据中心内的服务器利用率
公开(公告)号：US09104498B2
公开(公告)日：2015-08-11
申请号：US13562764
申请日：2012-07-31
申请人： Sergey Blagodurov , Martin Arlitt , Daniel Juergen Gmach , Yuan Chen , Chris D. Hyser , Cullen E. Bash
发明人： Sergey Blagodurov , Martin Arlitt , Daniel Juergen Gmach , Yuan Chen , Chris D. Hyser , Cullen E. Bash
IPC分类号： G06F15/173 , G06F9/50
CPC分类号： H04L47/726 , G06F9/45558 , G06F9/5088 , G06F9/5094 , G06F2009/4557 , G06F2009/45595 , H04L41/5025 , Y02D10/22 , Y02D10/32
摘要： A method of maximizing server utilization within a datacenter comprising collocating a number of workloads to a subset of a number of physical servers within a datacenter, adjusting access to resources by critical and non-critical workloads, isolating a number of critical workloads that share resources to the subset of resource instances, and controlling resource utilization of the collocated workloads. A system for collocating workloads in a datacenter, the system comprising a number of servers communicatively coupled to each other and a collocation module that receives information from each server and decides whether to leave a workload running on one of any of the servers on that server, or migrate a workload running on one of the number of servers to another server.
摘要翻译：一种使数据中心内的服务器利用率最大化的方法，包括将若干工作负载并入数据中心内的多个物理服务器的子集，通过关键和非关键工作负载调整对资源的访问，将共享资源的多个关键工作负载隔离资源实例的子集，以及控制并置工作负载的资源利用。一种用于将数据中心中的工作负载并置的系统，所述系统包括彼此通信耦合的多个服务器以及从每个服务器接收信息并决定是否在该服务器上的任何服务器之一上运行工作负载的并置模块，或将运行在其中一个服务器上的工作负载迁移到另一个服务器。

4. 发明申请

US20120265881A1 PROVISIONING DATA CENTER RESOURCES 审中-公开
标题翻译：提供数据中心资源
公开(公告)号：US20120265881A1
公开(公告)日：2012-10-18
申请号：US13086964
申请日：2011-04-14
申请人： Yuan Chen , Anshul Gandhi , Daniel Juergen Gmach , Chris D. Hyser , Martin Arlitt , Manish Marwah , Cullen E. Bash
发明人： Yuan Chen , Anshul Gandhi , Daniel Juergen Gmach , Chris D. Hyser , Martin Arlitt , Manish Marwah , Cullen E. Bash
IPC分类号： G06F15/173
CPC分类号： G06F9/5061 , G06F2209/5022 , H04L12/12 , Y02D10/22 , Y02D10/36 , Y02D50/40
摘要： Example methods, apparatus and articles of manufacture to provision data center resources are disclosed. An example method includes provisioning a first portion of data center resources to operate during time intervals based on a base workload for the respective time intervals, the base workload being based on data patterns of a data center and configuring a second portion of the data center resources to operate when an actual workload exceeds a threshold corresponding to the base workload.
摘要翻译：披露了提供数据中心资源的示例方法，设备和制造。一个示例性方法包括：基于各个时间间隔的基本工作负载，提供数据中心资源的第一部分以在时间间隔内操作，所述基本工作负载基于数据中心的数据模式并配置数据中心资源的第二部分以在实际工作负载超过与基本工作负荷相对应的阈值时操作。

5. 发明授权

US09003003B1 Managing computer resources 有权
标题翻译：管理电脑资源
公开(公告)号：US09003003B1
公开(公告)日：2015-04-07
申请号：US12559849
申请日：2009-09-15
申请人： Chris D. Hyser , Cullen E. Bash , Yuan Chen , Daniel Juergen Gmach , Christopher Edward Hoover , Zhikui Wang
发明人： Chris D. Hyser , Cullen E. Bash , Yuan Chen , Daniel Juergen Gmach , Christopher Edward Hoover , Zhikui Wang
IPC分类号： H04L15/16 , H04L29/06
CPC分类号： H04L29/06 , H04L67/1008 , H04L67/1023
摘要： Managing computer resources. Workload state information associated with one or more servers in a data center is accessed by a computer, the workload state information comprises workload placement on one or more servers, cooling conditions of the one or more servers, and performance requirements associated with a data center. Cooling state information of cooling resources associated with the one or more servers are accessed by the computer, the cooling state information comprises cooling conditions of the cooling resources. The workload state information and the cooling state information are compared by the computer. Based on the comparing, the computer generates workload repositioning instructions that instruct repositioning of workload on the one or more servers to meet the performance requirements.
摘要翻译：管理电脑资源与数据中心中的一个或多个服务器相关联的工作负载状态信息由计算机访问，工作负载状态信息包括一个或多个服务器上的工作负载布置，一个或多个服务器的冷却条件以及与数据中心相关联的性能要求。与该一个以上的服务器相关联的冷却资源的冷却状态信息由计算机访问，冷却状态信息包括冷却资源的冷却条件。计算机对工作负载状态信息和冷却状态信息进行比较。基于比较，计算机生成工作负载重新定位指令，指示重新定位一个或多个服务器上的工作负载以满足性能要求。

6. 发明授权

US10366176B2 Quantifying power usage for a service 有权
公开(公告)号：US10366176B2
公开(公告)日：2019-07-30
申请号：US14349156
申请日：2011-10-15
申请人： Yuan Chen , Dejan S Milojicic , Daniel Juergen Gmach , Cullen E. Bash
发明人： Yuan Chen , Dejan S Milojicic , Daniel Juergen Gmach , Cullen E. Bash
IPC分类号： G06F17/50 , G06Q10/00
摘要： Quantifying power usage for a service. An example method may include identifying a dependency model for the service, the dependency model based in part on infrastructure providing the service. The method may also include determining power usage for the service using the dependency model.

7. 发明申请

US20120221373A1 Estimating Business Service Responsiveness 审中-公开
标题翻译：估计业务服务响应
公开(公告)号：US20120221373A1
公开(公告)日：2012-08-30
申请号：US13036466
申请日：2011-02-28
申请人： Manish Marwah , Brian J. Watson , Daniel Juergen Gmach , Yuan Chen , Zhikui Wang , Cullen E. Bash , Jerome Rolia , Mustazirul Islam , SM Prakash Shiva
发明人： Manish Marwah , Brian J. Watson , Daniel Juergen Gmach , Yuan Chen , Zhikui Wang , Cullen E. Bash , Jerome Rolia , Mustazirul Islam , SM Prakash Shiva
IPC分类号： G06Q10/00
CPC分类号： G06Q10/04 , G06Q10/067
摘要： An embodiment includes gathering input data including observed utilizations of allocations and business service response times. The input data is partitioned into a plurality of data sets that include at least one training data set and at least one test data set. A model is generated that predicts responsiveness using the at least one training data set. The model is evaluated using the at least one test data set, and a business service response time distribution is predicted using the model. An embodiment may use a trace-based capacity planning methodology to estimate the impact of planning alternatives on business service responsiveness.
摘要翻译：一个实施例包括收集输入数据，包括观察到的分配利用率和业务服务响应时间。输入数据被分割成包括至少一个训练数据集和至少一个测试数据集的多个数据集。生成使用至少一个训练数据集来预测响应性的模型。使用至少一个测试数据集评估该模型，并使用模型预测业务服务响应时间分布。一个实施例可以使用基于跟踪的容量规划方法来估计替代方案对业务服务响应性的影响。

8. 发明申请

US20120109619A1 GENERATING A RESOURCE MANAGEMENT PLAN FOR AN INFRASTRUCTURE 审中-公开
标题翻译：生成基础设施的资源管理计划
公开(公告)号：US20120109619A1
公开(公告)日：2012-05-03
申请号：US12916292
申请日：2010-10-29
申请人： Daniel Juergen Gmach , Cullen E. Bash , Jerome Rolia , Yuan Chen , Thomas W. Christian , Amip J. Shah , Ratnesh Kumar Sharma , Zhikui Wang
发明人： Daniel Juergen Gmach , Cullen E. Bash , Jerome Rolia , Yuan Chen , Thomas W. Christian , Amip J. Shah , Ratnesh Kumar Sharma , Zhikui Wang
IPC分类号： G06G7/62
CPC分类号： G06Q10/06 , G06Q10/067
摘要： In a method for generating a resource management plan for an infrastructure, a resource supply available from a combination of resource sources is determined, an operation of the infrastructure in performing an objective using the determined supply of resources is simulated, in which the simulation is to simulate resource demand of a plurality of infrastructure components in performing the objective, a metric(s) associated with operating the infrastructure based upon the simulation is determined, a determination as to whether the metric(s) satisfies a predetermined goal(s) is made, the resources supplied and/or the simulation of the resource demand of the plurality of infrastructure components is modified in response to the at least one metric failing to satisfy the predetermined goal(s), and a resource management plan for the infrastructure that has been determined to result in the metric(s) satisfying the predetermined goal(s) is generated.
摘要翻译：在用于生成基础设施的资源管理计划的方法中，确定从资源的组合可获得的资源供应，模拟使用所确定的资源供应来执行目标的基础设施的运行，其中模拟是在执行目标时模拟多个基础设施组件的资源需求，确定与基于仿真操作基础设施相关联的度量，确定该度量是否满足预定目标响应于至少一个不满足预定目标的度量而修改了提供的资源和/或对多个基础设施组件的资源需求的模拟，以及用于已经被用于基础设施的资源管理计划确定导致满足预定目标的度量。

9. 发明申请

US20120109605A1 MANAGING AN INFRASTRUCTURE 有权
标题翻译：管理基础设施
公开(公告)号：US20120109605A1
公开(公告)日：2012-05-03
申请号：US12915212
申请日：2010-10-29
申请人： Daniel Juergen Gmach , Yuan Chen , Amip J. Shah , Jerome Rolia , Cullen E. Bash , Thomas W. Christian , Ratnesh Kumar Sharma
发明人： Daniel Juergen Gmach , Yuan Chen , Amip J. Shah , Jerome Rolia , Cullen E. Bash , Thomas W. Christian , Ratnesh Kumar Sharma
IPC分类号： G06G7/48
CPC分类号： G06Q10/0631
摘要： In a method for managing an infrastructure, a utilization of a plurality of infrastructure components in performing an objective is simulated. In addition, a resource demand for the infrastructure associated with the simulated utilization of the infrastructure components is determined and a supply of resources by a plurality of available sources to meet the determined resource demand is simulated. Moreover, at least one metric associated with the determined resource demand and the simulated supply of resources by the plurality of available sources is determined.
摘要翻译：在用于管理基础设施的方法中，模拟多个基础设施组件在执行目标中的利用。此外，确定与基础设施组件的模拟利用相关联的基础设施的资源需求，并且模拟多个可用源的资源供应以满足确定的资源需求。此外，确定与确定的资源需求相关联的至少一个度量和由多个可用源的模拟资源供应。

10. 发明申请

US20130290511A1 MANAGING A SUSTAINABLE CLOUD COMPUTING SERVICE 审中-公开
标题翻译：管理可持续云计算服务
公开(公告)号：US20130290511A1
公开(公告)日：2013-10-31
申请号：US13458044
申请日：2012-04-27
申请人： Susan Chuzhi Tu , Cullen E. Bash , Yuan Chen , Daniel Juergen Gmach , Dejan S. Milojicic
发明人： Susan Chuzhi Tu , Cullen E. Bash , Yuan Chen , Daniel Juergen Gmach , Dejan S. Milojicic
IPC分类号： G06F15/173
CPC分类号： G06F9/5072
摘要： A method for managing a cloud using a cloud controller and a sustainability metrics manager having executable computer-readable instructions stored on a database first includes receiving a request from a cloud user to implement a new cloud service having at least one service characteristic. Once the request is received, the controller computes a prediction of a first sustainability impact based on the service characteristic for an implementation of the cloud service on a high quality of service (QoS) server operating in the cloud, and also computes a prediction of a second sustainability impact based on the service characteristic for an implementation of the cloud service on a high sustainability server operating in the cloud. The controller then presents the first and second predicted sustainability impacts to the cloud user so that the cloud user can make an informed decision with regard to the new cloud service request.
摘要翻译：使用云控制器管理云的方法和具有存储在数据库上的可执行计算机可读指令的可持续性度量管理器首先包括接收来自云用户的请求以实现具有至少一个服务特性的新云服务。一旦接收到请求，控制器基于在云中操作的高质量服务（QoS）服务器上的云服务的实现的服务特性来计算第一可持续性影响的预测，并且还计算基于在云中运行的高可持续性服务器上实施云服务的服务特性的第二个可持续发展影响。然后，控制器向云用户呈现第一和第二预测的可持续发展影响，以便云用户可以对新的云服务请求做出明智的决定。

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