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1. 发明申请

US20100100877A1 STATISTICAL PACKING OF RESOURCE REQUIREMENTS IN DATA CENTERS 有权
标题翻译：数据中心资源需求的统计包装
公开(公告)号：US20100100877A1
公开(公告)日：2010-04-22
申请号：US12253111
申请日：2008-10-16
申请人： Daniel H. Greene , Maurice Chu , Haitham Hindi , Bryan T. Preas , Nitin Parekh
发明人： Daniel H. Greene , Maurice Chu , Haitham Hindi , Bryan T. Preas , Nitin Parekh
IPC分类号： G06F9/455 , G06F15/18 , G06G7/62 , G06F9/50
CPC分类号： G06F9/45533 , G06F9/5011 , G06F2209/5019 , Y02D10/22
摘要： A computer-implemented method of managing resources in a virtual machine environment can include determining a specification of provisioning success corresponding to each of multiple jobs in the virtual machine environment, determining a prediction of resource needs corresponding to each of the jobs, and determining a resource specification corresponding to each of the jobs based on the specification of provisioning success and the prediction of resource needs.
摘要翻译：管理虚拟机环境中的资源的计算机实现的方法可以包括确定与虚拟机环境中的多个作业中的每一个对应的供应成功的规范，确定与每个作业相对应的资源需求的预测，以及确定资源基于提供成功的规范和资源需求的预测，与每个作业相对应的规范。

2. 发明授权

US08656404B2 Statistical packing of resource requirements in data centers 有权
标题翻译：数据中心资源需求的统计包装
公开(公告)号：US08656404B2
公开(公告)日：2014-02-18
申请号：US12253111
申请日：2008-10-16
申请人： Daniel H. Greene , Maurice Chu , Haitham Hindi , Bryan T. Preas , Nitin Parekh
发明人： Daniel H. Greene , Maurice Chu , Haitham Hindi , Bryan T. Preas , Nitin Parekh
IPC分类号： G06F9/50
CPC分类号： G06F9/45533 , G06F9/5011 , G06F2209/5019 , Y02D10/22
摘要： A computer-implemented method of managing resources in a virtual machine environment can include determining a specification of provisioning success corresponding to each of multiple jobs in the virtual machine environment, determining a prediction of resource needs corresponding to each of the jobs, and determining a resource specification corresponding to each of the jobs based on the specification of provisioning success and the prediction of resource needs.
摘要翻译：管理虚拟机环境中的资源的计算机实现的方法可以包括确定与虚拟机环境中的多个作业中的每一个对应的供应成功的规范，确定与每个作业相对应的资源需求的预测，以及确定资源基于提供成功的规范和资源需求的预测，与每个作业相对应的规范。

3. 发明授权

US08447993B2 Integrated energy savings and business operations in data centers 有权
标题翻译：综合节能和数据中心的业务运营
公开(公告)号：US08447993B2
公开(公告)日：2013-05-21
申请号：US12018737
申请日：2008-01-23
申请人： Daniel H. Greene , Bryan T. Preas , Maurice K. Chu , Haitham Hindi , Nitin S. Parekh , James E. Reich
发明人： Daniel H. Greene , Bryan T. Preas , Maurice K. Chu , Haitham Hindi , Nitin S. Parekh , James E. Reich
IPC分类号： G06F1/00 , G06F9/46 , G05D3/12 , G05D5/00 , G05D9/00 , G05D11/00 , G05D17/00
CPC分类号： G06Q30/0283 , G06Q10/00
摘要： A power control system in a data center has a plurality of physical servers, each server having a local controller, at least one virtual server coupled to at least some of the physical servers, and a central controller to control task loading on the physical servers through the virtual servers. A method of controlling power consumption in a data center includes receiving inputs from local controllers residing on loads, the inputs including data about power consumption on the loads, receiving as an input at least one quality of service requirement, and allocating tasks to at least one server based upon the quality of service and the power consumption on the loads.
摘要翻译：数据中心中的功率控制系统具有多个物理服务器，每个服务器具有本地控制器，耦合到至少一些物理服务器的至少一个虚拟服务器，以及中央控制器，用于通过虚拟服务器。一种控制数据中心功耗的方法包括从驻留在负载上的本地控制器接收输入，所述输入包括关于负载上的功率消耗的数据，作为输入接收至少一种服务质量要求，以及将任务分配给至少一个服务器基于服务质量和负载上的功耗。

4. 发明申请

US20090187782A1 INTEGRATED ENERGY SAVINGS AND BUSINESS OPERATIONS IN DATA CENTERS 有权
标题翻译：数据中心的综合能源节约和业务运营
公开(公告)号：US20090187782A1
公开(公告)日：2009-07-23
申请号：US12018737
申请日：2008-01-23
申请人： Daniel H. Greene , Bryan T. Preas , Maurice K. Chu , Haitham Hindi , Nitin S. Parekh , James E. Reich
发明人： Daniel H. Greene , Bryan T. Preas , Maurice K. Chu , Haitham Hindi , Nitin S. Parekh , James E. Reich
IPC分类号： G06F11/30 , G06F1/32 , G06F9/50
CPC分类号： G06Q30/0283 , G06Q10/00
摘要： A power control system in a data center has a plurality of physical servers, each server having a local controller, at least one virtual server coupled to at least some of the physical servers, and a central controller to control task loading on the physical servers through the virtual servers. A method of controlling power consumption in a data center includes receiving inputs from local controllers residing on loads, the inputs including data about power consumption on the loads, receiving as an input at least one quality of service requirement, and allocating tasks to at least one server based upon the quality of service and the power consumption on the loads.
摘要翻译：数据中心中的功率控制系统具有多个物理服务器，每个服务器具有本地控制器，耦合到至少一些物理服务器的至少一个虚拟服务器，以及中央控制器，用于通过虚拟服务器。一种控制数据中心功耗的方法包括从驻留在负载上的本地控制器接收输入，所述输入包括关于负载上的功率消耗的数据，作为输入接收至少一种服务质量要求，以及将任务分配给至少一个服务器基于服务质量和负载上的功耗。

5. 发明授权

US09235847B2 Energy-disutility modeling for agile demand response 有权
标题翻译：针对敏捷需求响应的能量消耗模型
公开(公告)号：US09235847B2
公开(公告)日：2016-01-12
申请号：US13328961
申请日：2011-12-16
申请人： Daniel H. Greene , Haitham Hindi
发明人： Daniel H. Greene , Haitham Hindi
IPC分类号： G06F9/44 , G06F17/50 , G06Q40/00 , G06Q30/02 , G06Q10/04 , G06Q50/06
CPC分类号： G06Q30/0202 , G06Q10/04 , G06Q30/02 , G06Q30/0206 , G06Q30/0283 , G06Q50/06
摘要： An energy management system identifies one or more energy-load components, and generates an energy-disutility graph for the identified components. The energy-disutility graph can include, for each of a sequence of discrete time instances, one or more vertices that each corresponds to an alternative operating state for a component. Further, an arc that couples two vertices indicates an energy-disutility model corresponding to energy and disutility costs for the component. The energy management system also communicates an energy-demand bid to the energy provider, such that the energy-demand bid includes the energy-disutility graph.
摘要翻译：能量管理系统识别一个或多个能量负载组件，并为所识别的组件生成能量不均匀图。能量不均匀图可以包括对于一系列离散时间实例中的每一个，一个或多个顶点各自对应于组件的备选操作状态。此外，耦合两个顶点的电弧表示对应于组件的能量和不可知成本的能量不均匀模型。能源管理系统还向能源供应商传达能源投标，使得能源需求出价包括能量消耗图。

6. 发明申请

US20130159157A1 ENERGY-DISUTILITY MODELING FOR AGILE DEMAND RESPONSE 有权
标题翻译：用于AGILE需求响应的能源消耗模型
公开(公告)号：US20130159157A1
公开(公告)日：2013-06-20
申请号：US13328961
申请日：2011-12-16
申请人： Daniel H. Greene , Haitham Hindi
发明人： Daniel H. Greene , Haitham Hindi
IPC分类号： G06Q50/06 , G06Q40/04 , G06F1/28
CPC分类号： G06Q30/0202 , G06Q10/04 , G06Q30/02 , G06Q30/0206 , G06Q30/0283 , G06Q50/06
摘要： An energy management system identifies one or more energy-load components, and generates an energy-disutility graph for the identified components. The energy-disutility graph can include, for each of a sequence of discrete time instances, one or more vertices that each corresponds to an alternative operating state for a component. Further, an arc that couples two vertices indicates an energy-disutility model corresponding to energy and disutility costs for the component. The energy management system also communicates an energy-demand bid to the energy provider, such that the energy-demand bid includes the energy-disutility graph.
摘要翻译：能量管理系统识别一个或多个能量负载组件，并为所识别的组件生成能量不均匀图。能量不均匀图可以包括对于一系列离散时间实例中的每一个，一个或多个顶点各自对应于组件的备选操作状态。此外，耦合两个顶点的电弧表示对应于组件的能量和不可知成本的能量不均匀模型。能源管理系统还向能源供应商传达能源投标，使得能源需求出价包括能量消耗图。

7. 发明申请

US20120041899A1 DATA CENTER CUSTOMER COST DETERMINATION MECHANISMS 审中-公开
标题翻译：数据中心客户成本确定机制
公开(公告)号：US20120041899A1
公开(公告)日：2012-02-16
申请号：US12853809
申请日：2010-08-10
申请人： Daniel H. Greene , Haitham Hindi
发明人： Daniel H. Greene , Haitham Hindi
IPC分类号： G06Q10/00 , G06F17/00 , G06F17/30
CPC分类号： G06Q10/04 , G06Q10/06311 , G06Q30/0283
摘要： A data center management system may include a data center customer profile corresponding to a data center customer. The data center customer profile may include a data center resource usage model and a service level agreement (SLA). A data center resource optimization module may determine a data center resource allocation for the data center customer based on the data center customer profile. A data center customer cost determination module may determine a data center customer cost that represents a cost to the data center of providing data center resources to the data center customer.
摘要翻译：数据中心管理系统可以包括对应于数据中心客户的数据中心客户简档。数据中心客户简档可以包括数据中心资源使用模型和服务水平协议（SLA）。数据中心资源优化模块可以基于数据中心客户简档确定数据中心客户的数据中心资源分配。数据中心客户成本确定模块可以确定数据中心客户成本，其代表向数据中心客户提供数据中心资源的数据中心的成本。

8. 发明申请

US20080317337A1 System and method for decomposing a digital image 有权
标题翻译：用于分解数字图像的系统和方法
公开(公告)号：US20080317337A1
公开(公告)日：2008-12-25
申请号：US11821980
申请日：2007-06-25
申请人： Yizhou Wang , Dashan Gao , Haitham Hindi , Minh Binh Do
发明人： Yizhou Wang , Dashan Gao , Haitham Hindi , Minh Binh Do
IPC分类号： G06K9/00
CPC分类号： G06K9/00469
摘要： A system and method for decomposing a digital image is provided. A digital image is represented as a word-graph, which includes words and visualized features, and zone hypotheses that group one or more of the words. Causal dependencies of the zone hypotheses are expressed through a learned generative zone model to which costs and constraints are assigned. An optimal set of the zone hypotheses are inferred, which are non-overlapping, through a heuristic search of the costs and constraints.
摘要翻译：提供了一种用于分解数字图像的系统和方法。数字图像被表示为包括单词和可视化特征的单词图，以及对一个或多个单词进行分组的区域假设。区域假设的因果依赖性通过分配成本和约束的学习生成区域模型来表示。通过对成本和约束的启发式搜索，推断出区域假设的最优集合，它们是不重叠的。

9. 发明申请

US20070204226A1 System and method for manufacturing system design and shop scheduling using network flow modeling 有权
标题翻译：使用网络流建模制造系统设计和车间调度的系统和方法
公开(公告)号：US20070204226A1
公开(公告)日：2007-08-30
申请号：US11364685
申请日：2006-02-28
申请人： Haitham Hindi , Wheeler Ruml
发明人： Haitham Hindi , Wheeler Ruml
IPC分类号： G06F3/00
CPC分类号： G05B19/41885 , G06Q10/04 , G06Q50/04 , Y02P90/30
摘要： A method and tool is provided to obtain an optimistic estimate or exact optimal value of an operational parameter for a realistic system model under investigation. The realistic system model includes components and paths arranged to process continuous or discrete commodities. The system could be a model of a manufacturing system with different machines (some of which may be identical) processing multiple job types, with different sequences of operations with different processing rates on the different machines at different stages. A network flow model of the realistic system model under investigation is generated. Constraints are applied to the abstracted network flow model, and a plurality of steady state network flows, which take into consideration the applied constraints, are performed. The network flows are combined or cascaded into an aggregate network flow, which captures a transformation of the commodities from a first state to a final output state. The network flow problem is solved using a general purpose or custom solver. The optimistic estimate or exact optimal value operational parameter estimate of the realistic system model under investigation is then returned. The method can be used to perform tradeoff studies between machine allocations, job mixes, operating costs, reliability and throughput, or to speed up scheduling and machine control.
摘要翻译：提供了一种方法和工具，以获得正在调查的现实系统模型的操作参数的乐观估计或精确最优值。现实的系统模型包括用于处理连续或离散商品的组件和路径。该系统可以是具有不同机器（其中一些可能相同）的处理多个作业类型的制造系统的模型，具有在不同阶段的不同机器上具有不同处理速率的不同操作序列。产生了一个被调查的现实系统模型的网络流模型。约束被应用于抽象网络流模型，并且执行考虑了所应用的约束的多个稳态网络流。网络流被组合或级联成聚合网络流，其捕获商品从第一状态到最终输出状态的转换。网络流程问题使用通用或定制解算器来解决。然后返回对现实系统模型的乐观估计或精确最优值运算参数估计。该方法可用于在机器分配，作业混合，运行成本，可靠性和吞吐量之间进行权衡研究，或加快调度和机器控制。

10. 发明授权

US07876958B2 System and method for decomposing a digital image 有权
标题翻译：用于分解数字图像的系统和方法
公开(公告)号：US07876958B2
公开(公告)日：2011-01-25
申请号：US11821980
申请日：2007-06-25
申请人： Yizhou Wang , Dashan Gao , Haitham Hindi , Minh Binh Do
发明人： Yizhou Wang , Dashan Gao , Haitham Hindi , Minh Binh Do
IPC分类号： G06K9/34
CPC分类号： G06K9/00469
摘要： A system and method for decomposing a digital image is provided. A digital image is represented as a word-graph, which includes words and visualized features, and zone hypotheses that group one or more of the words. Causal dependencies of the zone hypotheses are expressed through a learned generative zone model to which costs and constraints are assigned. An optimal set of the zone hypotheses are inferred, which are non-overlapping, through a heuristic search of the costs and constraints.
摘要翻译：提供了一种用于分解数字图像的系统和方法。数字图像被表示为包括单词和可视化特征的单词图，以及对一个或多个单词进行分组的区域假设。区域假设的因果依赖性通过分配成本和约束的学习生成区域模型来表示。通过对成本和约束的启发式搜索，推断出区域假设的最优集合，它们是不重叠的。

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