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公开(公告)号:US11929900B2
公开(公告)日:2024-03-12
申请号:US18158623
申请日:2023-01-24
Applicant: Google LLC
Inventor: Mikhal Shemer , Roee Engelberg , Yonit Tova Halperin Worzel , Alex Gontmakher , Alexander Goldshtein , Gal Elidan , Benjamin Dov Kessler
IPC: G06F15/173 , G06F9/455 , G06F18/214 , H04L41/0604 , H04L41/0631 , H04L43/065 , H04L43/0817
CPC classification number: H04L43/0817 , G06F9/45558 , G06F18/214 , H04L41/0627 , H04L41/0631 , H04L43/065 , G06F2009/45575 , G06F2009/45595
Abstract: A cloud network is a complex environment in which hundreds and thousands of users or entities can each host, create, modify, and develop multiple virtual machines. Each virtual machine can have complex behavior unknown to the provider or maintainer of the cloud. Technologies disclosed include methods, systems, and apparatuses to monitor the complex environment to detect network anomalies using machine learning techniques. In addition, techniques to modify and adapt to user feedback are provided allowing the developed models to be tuned for specific use cases, virtual machine types, and users.
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公开(公告)号:US20180314736A1
公开(公告)日:2018-11-01
申请号:US16029758
申请日:2018-07-09
Applicant: Google LLC
Inventor: Michael Fink , Niv Efron , Eyal Fink , Alex Gontmakher , Anatoly Vorobey , Yossi Matias , Jack Wright Menzel , Asaph Arnon
CPC classification number: G06F17/30483 , G06F17/30864 , G06F21/53 , G06F21/74
Abstract: Systems and methods offer a search system with third-party provided search applications that are triggered in response to specified queries and run at the search system. For example, a method may include determining that a query triggers a third party search application hosted at the search system, executing the third party search application at the search system using computer-instructions obtained from the third party to generate and format a third-party formatted answer for the query, and providing the third-party formatted answer as a search result for the query. The third party may provide the query template, parameter attributes, if any, and the third party formatted answer. The third party search application is stored at the search system and may include the query template, a data store, the parameter attributes, and computer-instructions for accessing the data store using the parameter.
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公开(公告)号:US10289618B2
公开(公告)日:2019-05-14
申请号:US16029758
申请日:2018-07-09
Applicant: Google LLC
Inventor: Michael Fink , Niv Efron , Eyal Fink , Alex Gontmakher , Anatoly Vorobey , Yossi Matias , Jack Wright Menzel , Asaph Arnon
IPC: G06F17/30 , G06F16/2455 , G06F16/951 , G06F21/53 , G06F21/74
Abstract: Systems and methods offer a search system with third-party provided search applications that are triggered in response to specified queries and run at the search system. For example, a method may include determining that a query triggers a third party search application hosted at the search system, executing the third party search application at the search system using computer-instructions obtained from the third party to generate and format a third-party formatted answer for the query, and providing the third-party formatted answer as a search result for the query. The third party may provide the query template, parameter attributes, if any, and the third party formatted answer. The third party search application is stored at the search system and may include the query template, a data store, the parameter attributes, and computer-instructions for accessing the data store using the parameter.
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公开(公告)号:US20240163193A1
公开(公告)日:2024-05-16
申请号:US18419024
申请日:2024-01-22
Applicant: Google LLC
Inventor: Mikhal Shemer , Roee Engelberg , Yonit Tova Halperin Worzel , Alex Gontmakher , Alexander Goldshtein , Gal Elidan , Benjamin Dov Kessler
IPC: H04L43/0817 , G06F9/455 , G06F18/214 , H04L41/0604 , H04L41/0631 , H04L43/065
CPC classification number: H04L43/0817 , G06F9/45558 , G06F18/214 , H04L41/0627 , H04L41/0631 , H04L43/065 , G06F2009/45575 , G06F2009/45595
Abstract: A cloud network is a complex environment in which hundreds and thousands of users or entities can each host, create, modify, and develop multiple virtual machines. Each virtual machine can have complex behavior unknown to the provider or maintainer of the cloud. Technologies disclosed include methods, systems, and apparatuses to monitor the complex environment to detect network anomalies using machine learning techniques. In addition, techniques to modify and adapt to user feedback are provided allowing the developed models to be tuned for specific use cases, virtual machine types, and users.
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公开(公告)号:US11595282B2
公开(公告)日:2023-02-28
申请号:US17381909
申请日:2021-07-21
Applicant: Google LLC
Inventor: Mikhal Shemer , Roee Engelberg , Yonit Tova Halperin Worzel , Alex Gontmakher , Alexander Goldshtein , Gal Elidan , Benjamin Dov Kessler
IPC: G06F15/173 , H04L43/0817 , G06F9/455 , G06K9/62 , H04L41/0604 , H04L41/0631 , H04L43/065
Abstract: A cloud network is a complex environment in which hundreds and thousands of users or entities can each host, create, modify, and develop multiple virtual machines. Each virtual machine can have complex behavior unknown to the provider or maintainer of the cloud. Technologies disclosed include methods, systems, and apparatuses to monitor the complex environment to detect network anomalies using machine learning techniques. In addition, techniques to modify and adapt to user feedback are provided allowing the developed models to be tuned for specific use cases, virtual machine types, and users.
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公开(公告)号:US20230164046A1
公开(公告)日:2023-05-25
申请号:US18158623
申请日:2023-01-24
Applicant: Google LLC
Inventor: Mikhal Shemer , Roee Engelberg , Yonit Tova Halperin Worzel , Alex Gontmakher , Alexander Goldshtein , Gal Elidan , Benjamin Dov Kessler
IPC: H04L43/0817 , G06F9/455 , H04L41/0604 , H04L41/0631 , H04L43/065 , G06F18/214
CPC classification number: H04L43/0817 , G06F9/45558 , H04L41/0627 , H04L41/0631 , H04L43/065 , G06F18/214 , G06F2009/45575 , G06F2009/45595
Abstract: A cloud network is a complex environment in which hundreds and thousands of users or entities can each host, create, modify, and develop multiple virtual machines. Each virtual machine can have complex behavior unknown to the provider or maintainer of the cloud. Technologies disclosed include methods, systems, and apparatuses to monitor the complex environment to detect network anomalies using machine learning techniques. In addition, techniques to modify and adapt to user feedback are provided allowing the developed models to be tuned for specific use cases, virtual machine types, and users.
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公开(公告)号:US20220029902A1
公开(公告)日:2022-01-27
申请号:US17381909
申请日:2021-07-21
Applicant: Google LLC
Inventor: Mikhal Shemer , Roee Engelberg , Yonit Tova Halperin Worzel , Alex Gontmakher , Alexander Goldshtein , Gal Elidan , Benjamin Dov Kessler
Abstract: A cloud network is a complex environment in which hundreds and thousands of users or entities can each host, create, modify, and develop multiple virtual machines. Each virtual machine can have complex behavior unknown to the provider or maintainer of the cloud. Technologies disclosed include methods, systems, and apparatuses to monitor the complex environment to detect network anomalies using machine learning techniques. In addition, techniques to modify and adapt to user feedback are provided allowing the developed models to be tuned for specific use cases, virtual machine types, and users.
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公开(公告)号:US10019484B2
公开(公告)日:2018-07-10
申请号:US13960302
申请日:2013-08-06
Applicant: GOOGLE LLC
Inventor: Michael Fink , Niv Efron , Eyal Fink , Alex Gontmakher , Anatoly Vorobey , Yossi Matias , Jack Wright Menzel , Asaph Arnon
IPC: G06F17/30
CPC classification number: G06F16/24553 , G06F16/951 , G06F21/53 , G06F21/74
Abstract: Systems and methods offer a search system with third-party provided search applications that are triggered in response to specified queries and run at the search system. For example, a method may include determining that a query triggers a third party search application hosted at the search system, extracting a parameter from the query based on a query template, executing the third party search application with the parameter in a sandboxed manner at the search system to generate a third-party formatted answer for the query, and providing the third-party formatted answer as a search result for the query. The third party may provide the query template, parameter attributes, and the third party formatted answer. The third party search application may be stored at the search system and include the query template, a data store, the parameter attributes, and instructions for accessing the data store using the parameter.
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