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公开(公告)号：US20090303632A1
公开(公告)日：2009-12-10
申请号：US12135450
申请日：2008-06-09
IPC分类号： G11B15/46
CPC分类号： G11B19/209
摘要： Some embodiments of the present invention provide a system for scheduling spin-up operations for a set of hard disk drives (HDDs) in a computer system. During operation, the system determines an available power of the computer system. Next, one or more HDDs are selected from the set of HDDs to be spun-up based on the available power and the power required to spin up each HDD. Then, spin-up operations are scheduled for the selected HDDs.
摘要翻译： 本发明的一些实施例提供了一种用于为计算机系统中的一组硬盘驱动器（HDD）调度启动操作的系统。 在操作期间，系统确定计算机系统的可用功率。 接下来，基于可用功率和旋转每个HDD所需的功率，从要组合的HDD组中选择一个或多个HDD。 然后，为所选择的HDD安排启动操作。
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42.发明授权Optimizing subset selection to facilitate parallel training of support vector machines 有权优化子集选择以促进支持向量机的并行训练公开(公告)号：US07519563B1
公开(公告)日：2009-04-14
申请号：US11053385
申请日：2005-02-07
CPC分类号： G06K9/6269 , G06N99/005
摘要： One embodiment of the present invention provides a system that optimizes subset selection to facilitate parallel training of a support vector machine (SVM). During operation, the system receives a dataset comprised of data points. Next, the system evaluates the data points to produce a class separability measure, and uses the class separability measure to partition the data points in the dataset into N batches. The system then performs SVM training computations on the N batches in parallel to produce support vectors for each of the N batches. Finally, the system performs a final SVM training computation using an agglomeration of support vectors computed for each of the N batches to obtain a substantially optimal solution to the SVM training problem for the entire dataset.
摘要翻译： 本发明的一个实施例提供一种优化子集选择以促进支持向量机（SVM）的并行训练的系统。 在操作期间，系统接收由数据点组成的数据集。 接下来，系统评估数据点以产生类可分离性度量，并使用类可分离性度量将数据集中的数据点分解成N个批次。 然后，系统对N个批次并行执行SVM训练计算，以产生每个N个批次的支持向量。 最后，系统使用针对N个批次中的每一个计算的支持向量的聚集来执行最终SVM训练计算，以获得对于整个数据集的SVM训练问题的基本上最佳的解决方案。
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43.发明申请公开(公告)号：US20080126011A1
公开(公告)日：2008-05-29
申请号：US11606464
申请日：2006-11-29
IPC分类号： G06F17/18
摘要： One embodiment of the present invention provides a system that determines the complexity of a transaction between a first entity and a second entity. The system starts by determining a first probability of success for a portion of the transaction which is associated with actions of the first entity. The system then determines a second probability of success for a portion of the transaction which is associated with actions of the second entity. The system next calculates a transactional complexity for the transaction based on the first probability of success and the second probability of success.
摘要翻译： 本发明的一个实施例提供一种确定第一实体和第二实体之间的事务的复杂性的系统。 系统通过确定与第一实体的动作相关联的交易的一部分的第一成功概率来开始。 然后，系统确定与第二实体的动作相关联的交易的一部分的第二成功概率。 该系统接下来基于成功的第一个概率和第二个成功概率来计算事务的事务复杂度。
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44.发明授权Method and apparatus for functional relationship approximation through nonparametric regression using R-functions 有权通过使用R函数的非参数回归函数关系近似的方法和装置公开(公告)号：US07933850B1
公开(公告)日：2011-04-26
申请号：US11598608
申请日：2006-11-13
CPC分类号： G06F11/0751 , G06F11/0706 , G06F11/0748 , G06F17/18 , G06N99/005
摘要： One embodiment of the present invention provides a system that constructs a functional relationship approximation from a set of data points through nonparametric regression. During operation, the system receives a training data set in an n-dimensional space. Next, the system defines a set of regression primitives in the n-dimensional space, wherein a regression primitive in the set passes through N data points in the training data set, wherein N≧n. The system then logically combines the set of regression primitives to produce a convex envelope F, such that for each point p in the n-dimensional space: (1) F(p)=0, if p is on the convex envelope; (2) F(p) 0, if p is outside the convex envelope. The system next obtains the functional relationship approximation by computing an argument of the minimum of F in the n-dimensional space. The system subsequently uses the functional relationship approximation to classify data.
摘要翻译： 本发明的一个实施例提供了一种通过非参数回归从一组数据点构建功能关系近似的系统。 在操作期间，系统在n维空间中接收训练数据集。 接下来，系统在n维空间中定义一组回归基元，其中集合中的回归原语通过训练数据集中的N个数据点，其中N≥n。 然后，系统逻辑地组合回归原语集合以产生凸包络F，使得对于n维空间中的每个点p：（1）F（p）= 0，如果p在凸包上; （2）F（p）<0，如果p在凸包内; 和（3）F（p）> 0，如果p在凸包外。 系统接下来通过计算n维空间中F的最小值的自变量来获得函数关系近似。 系统随后使用函数关系近似来对数据进行分类。
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45.发明授权公开(公告)号：US07797262B2
公开(公告)日：2010-09-14
申请号：US11606464
申请日：2006-11-29
摘要： One embodiment of the present invention provides a system that determines the complexity of a transaction between a first entity and a second entity. The system starts by determining a first probability of success for a portion of the transaction which is associated with actions of the first entity. The system then determines a second probability of success for a portion of the transaction which is associated with actions of the second entity. The system next calculates a transactional complexity for the transaction based on the first probability of success and the second probability of success.
摘要翻译： 本发明的一个实施例提供一种确定第一实体和第二实体之间的事务的复杂性的系统。 系统通过确定与第一实体的动作相关联的交易的一部分的第一成功概率来开始。 然后，系统确定与第二实体的动作相关联的交易的一部分的第二成功概率。 该系统接下来基于成功的第一个概率和第二个成功概率来计算事务的事务复杂度。
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46.发明申请公开(公告)号：US20100064170A1
公开(公告)日：2010-03-11
申请号：US12205416
申请日：2008-09-05
CPC分类号： G06F11/004 , G06F1/3203 , G06F1/3246 , G06F11/2015 , G06F11/3409 , G06F2201/81
摘要： Some embodiments of the present invention provide a system that prolongs a remaining useful life of a power supply in a computer system. First, performance parameters of the power supply are monitored. Next, the remaining useful life of the power supply is predicted based on the monitored performance parameters. Then, an operational regime of the power supply is adjusted based on the predicted remaining useful life to prolong the remaining useful life.
摘要翻译： 本发明的一些实施例提供了延长计算机系统中电源的剩余使用寿命的系统。 首先，监控电源的性能参数。 接下来，基于所监视的性能参数来预测电源的剩余使用寿命。 然后，根据预计的剩余使用寿命来调整供电的运行状况，以延长剩余使用寿命。
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公开(公告)号：US20100036620A1
公开(公告)日：2010-02-11
申请号：US12186380
申请日：2008-08-05
IPC分类号： G06F19/00
CPC分类号： G01M7/00 , G01M99/005
摘要： Some embodiments of the present invention provide a system that generates a simulated vibration pattern in a computer subsystem. During operation, a vibration pattern is monitored at a location in the computer subsystem, wherein the vibration pattern is monitored while the computer subsystem is incorporated into the computer system and the computer system is operating. Then, the vibrations of the computer subsystem are mimicked by generating the simulated vibration pattern at the same location in the computer subsystem based on the monitored vibration pattern.
摘要翻译： 本发明的一些实施例提供一种在计算机子系统中产生模拟振动模式的系统。 在操作期间，在计算机子系统中的位置处监测振动模式，其中在计算机子系统并入计算机系统并且计算机系统正在运行的同时监视振动模式。 然后，通过基于所监视的振动模式在计算机子系统中的相同位置处产生模拟的振动模式来模拟计算机子系统的振动。
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48.发明授权Method and apparatus for actively canceling vibrations in a computer system 有权用于主动消除计算机系统中的振动的方法和装置公开(公告)号：US08000839B2
公开(公告)日：2011-08-16
申请号：US12025127
申请日：2008-02-04
CPC分类号： G11B33/08 , G11B25/043
摘要： One embodiment of the present invention provides a system actively cancels vibrations in a computer system. During operation, the system monitors vibrations in the computer system. Next, the system analyzes the vibrations to identify one or more harmonics in the vibrations. The system then actively cancels one or more of the identified harmonics.
摘要翻译： 本发明的一个实施例提供一种系统主动地消除计算机系统中的振动。 在运行期间，系统监视计算机系统中的振动。 接下来，系统分析振动以识别振动中的一个或多个谐波。 然后，系统主动地消除所识别的一个或多个谐波。
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公开(公告)号：US20100058092A1
公开(公告)日：2010-03-04
申请号：US12200775
申请日：2008-08-28
IPC分类号： G06F1/28
CPC分类号： G06F11/3062 , G06F1/28 , G06F11/3006
摘要： Some embodiments of the present invention provide a system that controls a device that characterizes the health of a computer system power supply. During operation, a signature for the power supply is generated based on measurements of a set of performance parameters for the power supply. Then, the health of the power supply is characterized based on a comparison between the signature for the power supply and signatures for one or more other power supplies.
摘要翻译： 本发明的一些实施例提供一种系统，其控制表征计算机系统电源的健康状况的装置。 在操作期间，基于用于电源的一组性能参数的测量来生成电源的签名。 然后，基于电源的签名与一个或多个其他电源的签名之间的比较来表征电源的健康状况。
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公开(公告)号：US20100057383A1
公开(公告)日：2010-03-04
申请号：US12204124
申请日：2008-09-04
IPC分类号： G06F19/00
摘要： Some embodiments of the present invention provide a system that generates a composite vibration profile in a frequency range for a computer system. First, a vibration spectrum in the frequency range is measured for a test computer system in each configuration in a set of configurations. Then, the composite vibration profile for the computer system is generated based on the measured vibration spectra.
摘要翻译： 本发明的一些实施例提供一种在计算机系统的频率范围内产生复合振动分布的系统。 首先，在一组配置中，针对每个配置中的测试计算机系统测量频率范围内的振动频谱。 然后，计算机系统的复合振动曲线基于测得的振动谱产生。
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