Patents by Inventor Toufic Boubez
Toufic Boubez 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: 11632383Abstract: In some implementations, sequences of time series values determined from machine data are obtained. Each sequence corresponds to a respective time series. A plurality of predictive models is generated for a first time series from the sequences of time series values. Each predictive model is to generate predicted values associated with the first time series using values of a second time series. For each of the plurality of predictive models, an error is determined between the corresponding predicted values and values associated with the first time series. A predictive model is selected for anomaly detection based on the determined error of the predictive model. Transmission is caused of an indication of an anomaly detected using the selected predictive model.Type: GrantFiled: October 21, 2020Date of Patent: April 18, 2023Assignee: Splunk Inc.Inventors: Adam Jamison Oliner, Jonathan La, Colleen Kinross, Hongyang Zhang, Jacob Leverich, Shang Cai, Mihai Ganea, Alex Cruise, Toufic Boubez, Manish Sainani
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Publication number: 20210037037Abstract: In some implementations, sequences of time series values determined from machine data are obtained. Each sequence corresponds to a respective time series. A plurality of predictive models is generated for a first time series from the sequences of time series values. Each predictive model is to generate predicted values associated with the first time series using values of a second time series. For each of the plurality of predictive models, an error is determined between the corresponding predicted values and values associated with the first time series. A predictive model is selected for anomaly detection based on the determined error of the predictive model. Transmission is caused of an indication of an anomaly detected using the selected predictive model.Type: ApplicationFiled: October 21, 2020Publication date: February 4, 2021Inventors: ADAM JAMISON OLINER, JONATHAN LA, COLLEEN KINROSS, HONGYANG ZHANG, JACOB LEVERICH, SHANG CAI, MIHAI GANEA, ALEX CRUISE, TOUFIC BOUBEZ, MANISH SAINANI
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Patent number: 10855712Abstract: In some implementations, sequences of time series values determined from machine data are obtained. Each sequence corresponds to a respective time series. A plurality of predictive models is generated for a first time series from the sequences of time series values. Each predictive model is to generate predicted values associated with the first time series using values of a second time series. For each of the plurality of predictive models, an error is determined between the corresponding predicted values and values associated with the first time series. A predictive model is selected for anomaly detection based on the determined error of the predictive model. Transmission is caused of an indication of an anomaly detected using the selected predictive model.Type: GrantFiled: June 19, 2019Date of Patent: December 1, 2020Assignee: SPLUNK Inc.Inventors: Adam Jamison Oliner, Jonathan La, Colleen Kinross, Hongyang Zhang, Jacob Leverich, Shang Cai, Mihai Ganea, Alex Cruise, Toufic Boubez, Manish Sainani
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Patent number: 10554526Abstract: An anomaly detection system is able to detect spatial and temporal environment anomalies and spatial and temporal behavior anomalies, and monitor servers for anomalous characteristics of the environment and behavior. If metrics and/or characteristics associated with a given server are beyond a certain threshold, and alert is generated. Among other options, the alert can take the form of a heat map or a cluster cohesiveness report.Type: GrantFiled: September 5, 2018Date of Patent: February 4, 2020Assignee: SPLUNK INC.Inventor: Toufic Boubez
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Publication number: 20190306184Abstract: In some implementations, sequences of time series values determined from machine data are obtained. Each sequence corresponds to a respective time series. A plurality of predictive models is generated for a first time series from the sequences of time series values. Each predictive model is to generate predicted values associated with the first time series using values of a second time series. For each of the plurality of predictive models, an error is determined between the corresponding predicted values and values associated with the first time series. A predictive model is selected for anomaly detection based on the determined error of the predictive model. Transmission is caused of an indication of an anomaly detected using the selected predictive model.Type: ApplicationFiled: June 19, 2019Publication date: October 3, 2019Inventors: ADAM JAMISON OLINER, JONATHAN LA, COLLEEN KINROSS, HONGYANG ZHANG, JACOB LEVERICH, SHANG CAI, MIHAI GANEA, ALEX CRUISE, TOUFIC BOUBEZ, MANISH SAINANI
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Patent number: 10375098Abstract: In some implementations, sequences of time series values determined from machine data are obtained. Each sequence corresponds to a respective time series. A plurality of predictive models is generated for a first time series from the sequences of time series values. Each predictive model is to generate predicted values associated with the first time series using values of a second time series. For each of the plurality of predictive models, an error is determined between the corresponding predicted values and values associated with the first time series. A predictive model is selected for anomaly detection based on the determined error of the predictive model. Transmission is caused of an indication of an anomaly detected using the selected predictive model.Type: GrantFiled: January 31, 2017Date of Patent: August 6, 2019Inventors: Adam Jamison Oliner, Jonathan La, Colleen Kinross, Hongyang Zhang, Jacob Leverich, Shang Cai, Mihai Ganea, Alex Cruise, Toufic Boubez, Manish Sainani
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Publication number: 20190007294Abstract: An anomaly detection system is able to detect spatial and temporal environment anomalies and spatial and temporal behavior anomalies, and monitor servers for anomalous characteristics of the environment and behavior. If metrics and/or characteristics associated with a given server are beyond a certain threshold, and alert is generated. Among other options, the alert can take the form of a heat map or a cluster cohesiveness report.Type: ApplicationFiled: September 5, 2018Publication date: January 3, 2019Inventor: Toufic Boubez
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Patent number: 10148540Abstract: An anomaly detection system is able to detect spatial and temporal environment anomalies and spatial and temporal behavior anomalies, and monitor servers for anomalous characteristics of the environment and behavior. If metrics and/or characteristics associated with a given server are beyond a certain threshold, an alert is generated. Among other options, the alert can take the form of a heat map or a cluster cohesiveness report.Type: GrantFiled: July 31, 2015Date of Patent: December 4, 2018Assignee: SPLUNK INC.Inventor: Toufic Boubez
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Patent number: 10103960Abstract: An anomaly detection system is able to detect spatial and temporal environment anomalies and spatial and temporal behavior anomalies, and monitor servers for anomalous characteristics of the environment and behavior. If metrics and/or characteristics associated with a given server are beyond a certain threshold, an alert is generated. Among other options, the alert can take the form of a heat map or a cluster cohesiveness report.Type: GrantFiled: December 23, 2014Date of Patent: October 16, 2018Assignee: SPLUNK INC.Inventor: Toufic Boubez
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Publication number: 20180219889Abstract: In some implementations, sequences of time series values determined from machine data are obtained. Each sequence corresponds to a respective time series. A plurality of predictive models is generated for a first time series from the sequences of time series values. Each predictive model is to generate predicted values associated with the first time series using values of a second time series. For each of the plurality of predictive models, an error is determined between the corresponding predicted values and values associated with the first time series. A predictive model is selected for anomaly detection based on the determined error of the predictive model. Transmission is caused of an indication of an anomaly detected using the selected predictive model.Type: ApplicationFiled: January 31, 2017Publication date: August 2, 2018Inventors: ADAM JAMISON OLINER, JONATHAN LA, COLLEEN KINROSS, HONGYANG ZHANG, JACOB LEVERICH, SHANG CAI, MIHAI GANEA, ALEX CRUISE, TOUFIC BOUBEZ, MANISH SAINANI
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Publication number: 20160226737Abstract: An anomaly detection system is able to detect spatial and temporal environment anomalies and spatial and temporal behavior anomalies, and monitor servers for anomalous characteristics of the environment and behavior. If metrics and/or characteristics associated with a given server are beyond a certain threshold, an alert is generated. Among other options, the alert can take the form of a heat map or a cluster cohesiveness report.Type: ApplicationFiled: December 23, 2014Publication date: August 4, 2016Applicant: METAFOR SOFTWARE INC.Inventor: TOUFIC BOUBEZ
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Publication number: 20150341246Abstract: An anomaly detection system is able to detect spatial and temporal environment anomalies and spatial and temporal behavior anomalies, and monitor servers for anomalous characteristics of the environment and behavior. If metrics and/or characteristics associated with a given server are beyond a certain threshold, an alert is generated. Among other options, the alert can take the form of a heat map or a cluster cohesiveness report.Type: ApplicationFiled: July 31, 2015Publication date: November 26, 2015Inventor: TOUFIC BOUBEZ
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Patent number: 9130921Abstract: A system for bridging user identities between at least a first and a second security domain, including a bridge associated with the first security domain for intercepting messages for service in the second domain from users in the first domain. The bridge authenticates the user identities against a local authentication source by using an established key relationship and binds a security token with the message. A gateway is associated with the second domain for gating inbound access and outbound communication with a service in the second domain and for receiving the authenticated message and verifying the authenticity of the security token by using a certificate of the trusted authentication source and authorizing access to the service upon confirmation of the authorization, such that the authorization is independent of the identity of the user.Type: GrantFiled: April 2, 2013Date of Patent: September 8, 2015Assignee: CA, INC.Inventors: Toufic Boubez, Dimitri Sirota, Scott Morrison
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Patent number: 9130897Abstract: A method and system for securing web services on one or more server computers by one or more client computers, the computers connected to one or more networks through one or more network interfaces, each computer having one or more memories and one or more central processing units (CPUs), the system including one or more logical expressions that define constraints on one or more service releases; a gateway process receiving service request messages from one or more of the clients for i) identifying the service request message, ii) processing the service request message in accordance with one or more of the logical expressions associated with the requested service and iii) providing access to the requested service if the constraints are satisfied.Type: GrantFiled: May 23, 2013Date of Patent: September 8, 2015Assignee: CA, INC.Inventors: Toufic Boubez, Scott Morrison, Dimitri Sirota, Francois Lascelles
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Publication number: 20140351316Abstract: A method and system for securing web services on one or more server computers by one or more client computers, the computers connected to one or more networks through one or more network interfaces, each computer having one or more memories and one or more central processing units (CPUs), the system comprising one or more logical expressions that define constraints on one or more service releases; a gateway process receiving service request messages from one or more of the clients for i) identifying the service request message, ii) processing the service request message in accordance with one or more of the logical expressions associated with the requested service and iii) providing access to the requested service if the constraints are satisfied.Type: ApplicationFiled: May 23, 2013Publication date: November 27, 2014Applicants: Layer 7 Technologies, CA, INC.Inventors: Toufic Boubez, Scott Morrison, Dimitri Sirota, Francois Lascelles
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Publication number: 20140298419Abstract: A system for bridging user identities between at least a first and a second security domain, comprising a bridge associated with the first security domain for intercepting messages for service in the second domain from users in the first domain. The bridge authenticates the user identities against a local authentication source by using an established key relationship and binds a security token with the message. A gateway is associated with the second domain for gating inbound access and outbound communication with a service in the second domain and for receiving the authenticated message and verifying the authenticity of the security token by using a certificate of the trusted authentication source and authorising access to the service upon confirmation of the authorisation, such that the authorisation is independent of the identity of the user.Type: ApplicationFiled: April 2, 2013Publication date: October 2, 2014Applicants: CA, INC., Layer7 Technologies Inc.Inventors: Toufic Boubez, Dimitri Sirota, Scott Morrison
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Patent number: 8712886Abstract: An apparatus and method for service classification are provided. The apparatus and method make use of canonical service descriptions which designate minimum requirements for a service to be classified into a corresponding classification. Based on the canonical service description, it can be determined whether a service that wishes to be classified into a particular classification of a taxonomy on a service broker meets the minimum requirements for that classification. Furthermore, the use of canonical service descriptions ensures that all services classified into a particular classification have a minimum level of functionality that will allow them to function properly when invoked.Type: GrantFiled: January 3, 2001Date of Patent: April 29, 2014Assignee: International Business Machines CorporationInventors: Toufic Boubez, Stephen L. Burbeck, James B. Casler, Stephen G. Graham, Maryann Hondo
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Patent number: 8452881Abstract: A system for bridging user identities between at least a first and a second security domain, including a bridge associated with the first security domain for intercepting messages for service in the second domain from users in the first domain. The bridge authenticates the user identities against a local authentication source by using an established key relationship and binds a security token with the message. A gateway is associated with the second domain for gating inbound access and outbound communication with a service in the second domain and for receiving the authenticated message and verifying the authenticity of the security token by using a certificate of the trusted authentication source and authorising access to the service upon confirmation of the authorisation, such that the authorisation is independent of the identity of the user.Type: GrantFiled: September 28, 2005Date of Patent: May 28, 2013Inventors: Toufic Boubez, Dimitri Sirota, Scott Morrison
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Patent number: 7107333Abstract: A method, apparatus, and computer instructions for managing the processing of a document. A set of services registered for use in processing a document received from a client is identified in which registration information for each service within the set of services provides input requirements. A service from the set of registered services is selected to form a selected service by comparing a current state of the document with the input requirements for each service within the set of registered services. Execution of the selected service on the document is initiated, wherein a state transition occurs to a new state, which becomes the current state of the document processing system. The document processing system state is comprised of a collection of information fragments (tuples) which represent the set of documents currently being processed and the state of each document currently being processed. The selecting step and the initiating step are repeated until a response is returned to the client.Type: GrantFiled: July 24, 2002Date of Patent: September 12, 2006Assignee: International Business Machines CorporationInventors: Stephen L. Burbeck, Toufic Boubez, James B. Casler, Stephen G. Graham, Steven M. Miller
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Publication number: 20060080352Abstract: A system for bridging user identities between at least a first and a second security domain, comprising a bridge associated with the first security domain for intercepting messages for service in the second domain from users in the first domain. The bridge authenticates the user identities against a local authentication source by using an established key relationship and binds a security token with the message. A gateway is associated with the second domain for gating inbound access and outbound communication with a service in the second domain and for receiving the authenticated message and verifying the authenticity of the security token by using a certificate of the trusted authentication source and authorising access to the service upon confirmation of the authorisation, such that the authorisation is independent of the identity of the user.Type: ApplicationFiled: September 28, 2005Publication date: April 13, 2006Inventors: Toufic Boubez, Dimitri Sirota, Scott Morrison