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21.发明专利
公开(公告)号：JP2012159928A
公开(公告)日：2012-08-23
申请号：JP2011017876
申请日：2011-01-31
Applicant: Internatl Business Mach Corp
, インターナショナル・ビジネス・マシーンズ・コーポレーションInternational Business Maschines Corporation Inventor： OSOGAMI TAKAYUKI , RUDY RAYMOND HARRY PUTRA
CPC classification number: G06F9/45558 , G06F9/5066 , G06F9/5077 , G06F2009/4557 , G06F2209/5019
Abstract: PROBLEM TO BE SOLVED: To derive an optimum arrangement configuration for allocating one or more virtual machines to one or more physical machines.SOLUTION: An arrangement configuration control device 120 includes a prediction unit 126 that determines a predicted peak usage amount of physical resources in each time section for each cluster containing a plurality of virtual machines having the same function; a setting unit 128 that sets a constraint condition for assuring that, when a physical machine 110 has failed in a time section, a predicted total peak usage amount of the physical resources for other physical machines 110 does not exceed a physical resource quantity prepared for the physical machines 110 for each combination of physical machines 110 and time sections; and an arrangement configuration deriving unit 132 for deriving the arrangement configuration by calculating a solution of an optimization problem that minimizes, as an object function, a total amount of physical resources of the whole of the plurality of physical machines to which the virtual machines are allocated according to the constraint condition.
Abstract translation: 要解决的问题：导出用于将一个或多个虚拟机分配给一个或多个物理机器的最佳布置配置。 解决方案：布置配置控制设备120包括：预测单元126，其对于包含具有相同功能的多个虚拟机的每个群集确定每个时间段中物理资源的预测峰值使用量; 设置单元128，其设定用于确保在物理机110在时间段中发生故障的约束条件时，其他物理机110的物理资源的预测总峰值使用量不超过为 物理机110用于物理机器110和时间段的每个组合; 以及排列配置导出单元132，用于通过计算将作为目标函数最小化虚拟机被分配给多个物理机的整体的物理资源的总量的优化问题的解，来导出配置配置 根据约束条件。 版权所有（C）2012，JPO＆INPIT
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公开(公告)号：JP2010146377A
公开(公告)日：2010-07-01
申请号：JP2008324132
申请日：2008-12-19
Applicant: Internatl Business Mach Corp
, インターナショナル・ビジネス・マシーンズ・コーポレーションInternational Business Maschines Corporation Inventor： ISHO TOSHIO , MATSUMOTO YUSUKE , OSOGAMI TAKAYUKI , OKANO HIROYUKI
IPC: G06F9/48
CPC classification number: Y02P70/163 , Y02P90/30
Abstract: PROBLEM TO BE SOLVED: To provide a system and the like for efficiently scheduling task distribution to an operation system for distributing tasks to a plurality of lots to be executed. SOLUTION: The system includes: (A) a task arrival time setting part for determining the task arrival time so as to equalize the processing standby time of the respective tasks for the respective lots; (B) a first start time adjustment part for adjusting each processing start time at one time of the overlapping period of the allowable time zone of the task processing for the respective tasks using an implement over the entire lots after the setting of the task arrival time is completed; and (C) a second start time adjustment part for adjusting the processing start time of implement non-using tasks so as to be equally distributed between adjacent implement using tasks for the respective lots after the adjustment of the processing start time of the implement using task is completed. COPYRIGHT: (C)2010,JPO&INPIT
Abstract translation: 要解决的问题：提供一种用于将任务分配有效地调度到用于将任务分配给要执行的多个批次的操作系统的系统等。 解决方案：系统包括：（A）任务到达时间设定部分，用于确定任务到达时间，以便使相应批次的各个任务的处理待机时间相等; （B）第一开始时间调整部，用于在设定任务到达时间之后通过整个批次使用实现来调整各个任务的任务处理的允许时区的重叠期间的一个时刻的每个处理开始时间 完成了; 以及（C）第二开始时间调整部，其用于调整实施不使用任务的处理开始时间，以便在调整实施使用任务的处理开始时间之后，相应地分配在各个批次的相邻工具之间使用任务 完成了。 版权所有（C）2010，JPO＆INPIT
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Patent Agency Ranking
公开(公告)号：JP2009116411A
公开(公告)日：2009-05-28
申请号：JP2007285482
申请日：2007-11-01
Applicant: Internatl Business Mach Corp
, インターナショナル・ビジネス・マシーンズ・コーポレーションInternational Business Maschines Corporation Inventor： TAKAHASHI TOSHIHIRO , KOIDE AKIO , KANO MAKOTO , YOSHIZAWA TAKERO , OSOGAMI TAKAYUKI
CPC classification number: G06Q10/06
Abstract: PROBLEM TO BE SOLVED: To support determination of the efficient processing order of design process. SOLUTION: A system supports determination of a design process order. The system includes: a storage device that stores constraint data indicating a strength of a constraint that is given to each design process from each of the other design processes; a detection unit that accesses the storage device to detect, from the constraint data, a loop of relationships concerning a design process receiving a constraint from another design process; a selection unit that accesses the storage device to select, from the detected loop, a pair capable of canceling the loop when the pair is deleted and having a minimum total constraint strength; and an output unit that deletes the selected constraint pair from the constraint data and outputs data indicating a constraint that is to be satisfied by each design process. COPYRIGHT: (C)2009,JPO&INPIT
Abstract translation: 要解决的问题：支持确定设计过程的有效处理顺序。 解决方案：系统支持设计流程订单的确定。 该系统包括：存储装置，其存储指示从每个其他设计过程给予每个设计过程的约束的强度的约束数据; 检测单元，其访问所述存储设备，以从所述约束数据中检测关于从另一设计过程接收约束的设计过程的关系循环; 选择单元，其从所述检测到的环路访问所述存储装置，以便在所述对被删除并且具有最小的总约束强度时能够取消所述环路的对; 以及输出单元，其从约束数据中删除所选择的约束对，并输出指示每个设计处理要满足的约束的数据。 版权所有（C）2009，JPO＆INPIT
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公开(公告)号：JP2008152321A
公开(公告)日：2008-07-03
申请号：JP2006336621
申请日：2006-12-14
Applicant: Internatl Business Mach Corp
, インターナショナル・ビジネス・マシーンズ・コーポレーションInternational Business Maschines Corporation Inventor： TAKAHASHI RIKIYA , OSOGAMI TAKAYUKI
CPC classification number: G06Q30/02 , G06Q30/0202
Abstract: PROBLEM TO BE SOLVED: To solve the problems of conventional techniques being unable to define customer states in consideration of marketing actions and to obtain, as parameters of customer state, information on what kinds of effects marketing actions produce in the short and long terms. SOLUTION: In order to obtain customer state transition probabilities and short-term rewards conditioned by actions, customer behaviors are modeled with a hidden Markov model (HMM) using composite states each composed of a pair of a customer sate and a marketing action. Parameters of the estimated hidden Markov model (the composite state transition probabilities and a reward distribution for each composite state) are further transformed into the customer state transition probabilities and the distribution of rewards for each customer state conditioned by marketing actions. In order to model purchase properties in more detail, an inter-purchase time is always included as an element in the customer state vector, thereby allowing the customer state to have information on the probability distribution of the inter-purchase time. COPYRIGHT: (C)2008,JPO&INPIT
Abstract translation: 要解决的问题：为了解决传统技术的问题，考虑到营销行为不能定义客户状态，并获得作为客户状态的参数的信息，关于营销行为在短期和长期产生什么样的效果的信息 条款。
解决方案：为了获得客户状态转移概率和以行动为条件的短期回报，客户行为使用隐藏的马尔科夫模型（HMM）建模，使用由客户同意和营销行为组成的复合状态 。 估计的隐马尔可夫模型的参数（复合状态转移概率和每个复合状态的回报分布）进一步转化为客户状态转移概率和由营销行为调节的每个客户状态的回报分配。 为了更详细地建模购买属性，总是将客户时间作为元素包含在客户状态向量中，从而允许客户状态具有关于购买间时间的概率分布的信息。 版权所有（C）2008，JPO＆INPIT
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公开(公告)号：AU2021396607A9
公开(公告)日：2025-03-27
申请号：AU2021396607
申请日：2021-11-24
Applicant: IBM
Inventor： KATSUKI TAKAYUKI , OSOGAMI TAKAYUKI
IPC: G06N3/04
Abstract: A method, a computer program product, and a system of adversarial semi-supervised one-shot training using a data stream. The method includes receiving a data stream based on an observation, wherein the data stream includes unlabeled data and labeled data. The method also includes training a prediction model with the labeled data using stochastic gradient descent based on a classification loss and an adversarial term and training a representation model with the labeled data and the unlabeled data based on a reconstruction loss and the adversarial term. The adversarial term is a cross-entropy between the middle layer output data from the models. The classification loss is a cross-entropy between the labeled data and an output from the prediction model. The method further includes updating a discriminator with middle layer output data from the prediction model and the representation model and based on a discrimination loss, and discarding the data stream.
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公开(公告)号：CA2650531C
公开(公告)日：2015-03-24
申请号：CA2650531
申请日：2007-06-21
Applicant: IBM
Inventor： OSOGAMI TAKAYUKI , KATO SEI
IPC: G06F11/34
Abstract: The method includes the steps of : storing a plurality of parameter sets; selecting one of the plurality of parameter sets as a test parameter set to be evaluated; measuring performance only for one batch job out of N (N is a positive integer) batch jobs constituting full set performance measurement for the test parameter set; and calculating an evaluation value on the basis of a difference between an integral of measurement values obtained until the performance has been measured for r (r is a positive integer smaller than N) batch jobs by using the test parameter set; and an integral of mean measurement values of the performance for the r batch jobs by using an optimal parameter set which is one of the parameter sets used in the performance evaluation having been performed; determining whether or not the evaluation value has deviated from a predetermined evaluation continuing range; and terminating the evaluation of the test parameter set on condition that it is determined that the evaluation value has deviated form the evaluation continuing range toward performance deterioration. It is preferable that the predetermined evaluation continuing range be of a width from a width W where r is equal to zero, to a width W' (0
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公开(公告)号：CA2650531A1
公开(公告)日：2008-01-03
申请号：CA2650531
申请日：2007-06-21
Applicant: IBM
Inventor： KATO SEI , OSOGAMI TAKAYUKI
IPC: G06F11/34
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