Patents by Inventor Ryo Hirade
Ryo Hirade has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).
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Patent number: 9299034Abstract: A method for predicting a change-point in continuous time-series data by computer includes accepting an input of continuous time-series data in past w periods; and determining whether or not a change-point in time-series appears in future k periods; wherein determining further includes determining, by a plurality of preliminary classifiers on the basis of the continuous time-series data in the past w periods and their respective preliminary classification rules, whether or not the change-point appears in future (k+i) periods, where i=0, 1, . . . , m; and determining, by a secondary classifier on the basis of determinations made by the plurality of preliminary classifiers and a secondary classification rule, whether or not the change-point appears in future c periods.Type: GrantFiled: October 21, 2013Date of Patent: March 29, 2016Assignee: International Business Machines CorporationInventor: Ryo Hirade
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Publication number: 20140136454Abstract: A method for predicting a change-point in continuous time-series data by computer includes accepting an input of continuous time-series data in past w periods; and determining whether or not a change-point in time-series appears in future k periods; wherein determining further includes determining, by a plurality of preliminary classifiers on the basis of the continuous time-series data in the past w periods and their respective preliminary classification rules, whether or not the change-point appears in future (k+i) periods, where i=0, 1, . . . , m; and determining, by a secondary classifier on the basis of determinations made by the plurality of preliminary classifiers and a secondary classification rule, whether or not the change-point appears in future c periods.Type: ApplicationFiled: October 21, 2013Publication date: May 15, 2014Applicant: International Business Machines CorporationInventor: Ryo Hirade
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Patent number: 7647524Abstract: A system such as a Web-based system in which a plurality of computers interact with each other is monitored to detect online an anomaly. Transactions of a service provided by each of a plurality of computers to another computer are collected, a matrix of correlations between nodes in the system is calculated from the transactions, and a feature vector representing anode activity balance is obtained from the matrix. The feature vector is monitored using a probability model to detect a transition to an anomalous state.Type: GrantFiled: October 31, 2007Date of Patent: January 12, 2010Assignee: International Business Machines CorporationInventors: Tsuyoshi Ide, Kunikazu Yoda, Hisashi Kashima, Hiroaki Etoh, Ryo Hirade
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Patent number: 7493361Abstract: Provides an analysis system for analyzing dependencies among server programs in a computer system, comprising: a transaction detection unit for detecting transactions that is processing of a service which each of the plurality of server programs performs by being called from any other server program; a child transaction candidate detection unit for detecting candidates for a child transaction of each detected transaction, the child transaction being called in the transaction concerned; and a calling frequency calculation unit for outputting service calling frequencies obtained by estimating a frequency at which each server program allows each of the other server programs to perform a service by calling the other program, the estimation being made based on the service detected in association with each transaction and on a service detected in association with the candidate for the child transaction of the transaction.Type: GrantFiled: December 22, 2004Date of Patent: February 17, 2009Assignee: International Business Machines CorporationInventors: Hiroaki Etoh, Ryo Hirade, Hisashi Kashima, Tsuyoshi Ide
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Publication number: 20090031176Abstract: A system such as a Web-based system in which a plurality of computers interact with each other is monitored to detect online an anomaly. Transactions of a service provided by each of a plurality of computers to another computer are collected, a matrix of correlations between nodes in the system is calculated from the transactions, and a feature vector representing anode activity balance is obtained from the matrix. The feature vector is monitored using a probability model to detect a transition to an anomalous state.Type: ApplicationFiled: October 31, 2007Publication date: January 29, 2009Inventors: Tsuyoshi Ide, Kunikazu Yoda, Hisashi Kashima, Hiroaki Etoh, Ryo Hirade
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Patent number: 7346803Abstract: A system such as a Web-based system in which a plurality of computers interact with each other is monitored to detect online an anomaly. Transactions of a service provided by each of a plurality of computers to another computer are collected, a matrix of correlations between nodes in the system is calculated from the transactions, and a feature vector representing a node activity balance is obtained from the matrix. The feature vector is monitored using a probability model to detect a transition to an anomalous state.Type: GrantFiled: January 28, 2005Date of Patent: March 18, 2008Assignee: International Business Machines CorporationInventors: Tsuyoshi Ide, Kunikazu Yoda, Hisashi Kashima, Hiroaki Etoh, Ryo Hirade
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Patent number: 7318124Abstract: Determining a cache hit ratio of a caching device analytically and precisely.Type: GrantFiled: May 17, 2005Date of Patent: January 8, 2008Assignee: International Business Machines CorporationInventors: Toshiyuki Hama, Ryo Hirade
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Publication number: 20050268037Abstract: Determining a cache hit ratio of a caching device analytically and precisely.Type: ApplicationFiled: May 17, 2005Publication date: December 1, 2005Applicant: International Business Machines CorporationInventors: Toshiyuki Hama, Ryo Hirade
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Publication number: 20050193281Abstract: A system such as a Web-based system in which a plurality of computers interact with each other is monitored to detect online an anomaly. Transactions of a service provided by each of a plurality of computers to another computer are collected, a matrix of correlations between nodes in the system is calculated from the transactions, and a feature vector representing anode activity balance is obtained from the matrix. The feature vector is monitored using a probability model to detect a transition to an anomalous state.Type: ApplicationFiled: January 28, 2005Publication date: September 1, 2005Applicant: International Business Machines CorporationInventors: Tsuyoshi Ide, Kunikazu Yoda, Hisashi Kashima, Hiroaki Etoh, Ryo Hirade
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Publication number: 20050166081Abstract: Provides an analysis system for analyzing dependencies among server programs in a computer system, comprising: a transaction detection unit for detecting transactions that is processing of a service which each of the plurality of server programs performs by being called from any other server program; a child transaction candidate detection unit for detecting candidates for a child transaction of each detected transaction, the child transaction being called in the transaction concerned; and a calling frequency calculation unit for outputting service calling frequencies obtained by estimating a frequency at which each server program allows each of the other server programs to perform a service by calling the other program, the estimation being made based on the service detected in association with each transaction and on a service detected in association with the candidate for the child transaction of the transaction.Type: ApplicationFiled: December 22, 2004Publication date: July 28, 2005Applicant: International Business Machines CorporationInventors: Hiroaki Etoh, Ryo Hirade, Hisashi Kashima, Tsuyoshi Ide