Patents by Inventor Venktesh Alvenkar
Venktesh Alvenkar 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: 11042525Abstract: A set of field values corresponding to a set of underlying fields are extracted from individual log messages. A space of potential values for underlying field(s) is identified. The space of potential values is segmented into value subspaces. Each value subspace is automatically associated with a category name. A definition for the new categorical field is generated, which indicates how a categorical value of the new categorical field depends on value(s) of the underlying field(s). For each log message, a categorical value is determined for the new categorical field based on the definition and the one or more values of the one or more underlying fields extracted from the log message. A presentation is generated that represents, for each log message, the particular category name corresponding to the categorical value determined for the log message.Type: GrantFiled: September 8, 2017Date of Patent: June 22, 2021Assignee: Oracle International CorporationInventors: Sreeji Das, Jae Young Yoon, Dhileeban Kumaresan, Venktesh Alvenkar, Adrienne Wong
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Patent number: 10713271Abstract: The present disclosure relates to querying log messages stored at log endpoints (e.g., log cores) using query strings that reference virtual fields, and generating log field views presenting aggregate information for groups of log messages that are grouped based on criteria defined in the query string.Type: GrantFiled: February 5, 2018Date of Patent: July 14, 2020Assignee: Oracle International CorporationInventors: Sreeji Das, Jae Young Yoon, Dhileeban Kumaresan, Venktesh Alvenkar, Harish Akali, Adrienne Wong
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Patent number: 10474513Abstract: Some embodiments relate to assigning individual log messages to clusters. An initial cluster assignment may be performed by applying a hash function to one or more non-variable components of the message to generate an initial cluster identifier. Subsequently, clustering may be further refined (e.g., by determining whether to merge clusters based on similarity values). An interface can present a representative message of each cluster and indicate which portions of the message correspond to a variable component. Particular inputs detected at the input corresponding to one of these components can cause other values for the component to be presented. For a given cluster, timestamps of assigned messages can be used to generate a time series, which can facilitate grouping of clusters (with similar or complementary shapes) and/or triggering alerts (with a condition corresponding to a temporal aspect).Type: GrantFiled: January 26, 2017Date of Patent: November 12, 2019Assignee: ORACLE INTERNATIONAL CORPORATIONInventors: Jae Young Yoon, Dhileeban Kumaresan, Venktesh Alvenkar, Sreeji Das, Harish Akali
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Patent number: 10353756Abstract: Some embodiments relate to assigning individual log messages to clusters. An initial cluster assignment may be performed by applying a hash function to one or more non-variable components of the message to generate an initial cluster identifier. Subsequently, clustering may be further refined (e.g., by determining whether to merge clusters based on similarity values). An interface can present a representative message of each cluster and indicate which portions of the message correspond to a variable component. Particular inputs detected at the input corresponding to one of these components can cause other values for the component to be presented. For a given cluster, timestamps of assigned messages can be used to generate a time series, which can facilitate grouping of clusters (with similar or complementary shapes) and/or triggering alerts (with a condition corresponding to a temporal aspect).Type: GrantFiled: January 26, 2017Date of Patent: July 16, 2019Assignee: ORACLE INTERNATIONAL CORPORATIONInventors: Jae Young Yoon, Dhileeban Kumaresan, Venktesh Alvenkar, Sreeji Das, Harish Akali
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Patent number: 10338977Abstract: Some embodiments relate to assigning individual log messages to clusters. An initial cluster assignment may be performed by applying a hash function to one or more non-variable components of the message to generate an initial cluster identifier. Subsequently, clustering may be further refined (e.g., by determining whether to merge clusters based on similarity values). An interface can present a representative message of each cluster and indicate which portions of the message correspond to a variable component. Particular inputs detected at the input corresponding to one of these components can cause other values for the component to be presented. For a given cluster, timestamps of assigned messages can be used to generate a time series, which can facilitate grouping of clusters (with similar or complementary shapes) and/or triggering alerts (with a condition corresponding to a temporal aspect).Type: GrantFiled: January 26, 2017Date of Patent: July 2, 2019Assignee: ORACLE INTERNATIONAL CORPORATIONInventors: Jae Young Yoon, Dhileeban Kumaresan, Venktesh Alvenkar, Sreeji Das, Harish Akali
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Publication number: 20180285432Abstract: A set of field values corresponding to a set of underlying fields are extracted from individual log messages. A space of potential values for underlying field(s) is identified. The space of potential values is segmented into value subspaces. Each value subspace is automatically associated with a category name. A definition for the new categorical field is generated, which indicates how a categorical value of the new categorical field depends on value(s) of the underlying field(s). For each log message, a categorical value is determined for the new categorical field based on the definition and the one or more values of the one or more underlying fields extracted from the log message. A presentation is generated that represents, for each log message, the particular category name corresponding to the categorical value determined for the log message.Type: ApplicationFiled: September 8, 2017Publication date: October 4, 2018Applicant: ORACLE INTERNATIONAL CORPORATIONInventors: Sreeji Das, Jae Young Yoon, Dhileeban Kumaresan, Venktesh Alvenkar, Adrienne Wong
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Publication number: 20180232425Abstract: The present disclosure relates to querying log messages stored at log endpoints (e.g., log cores) using query strings that reference virtual fields, and generating log field views presenting aggregate information for groups of log messages that are grouped based on criteria defined in the query string.Type: ApplicationFiled: February 5, 2018Publication date: August 16, 2018Applicant: Oracle International CorporationInventors: Sreeji Das, Jae Young Yoon, Dhileeban Kumaresan, Venktesh Alvenkar, Harish Akali, Adrienne Wong
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Publication number: 20180113578Abstract: The present disclosure relates to identifying process flows from log sources (e.g., log files), and generating visual representations (e.g., flow diagrams, Sankey diagrams, etc.) of the identified process flows. In addition, the present disclosure relates to clustering of tree structures based on the shape of the tree structure using one or more hashing algorithms. The present disclosure also relates to a user interface that presents a query builder for efficiently querying a log analytics system for tree structures that satisfy a user-defined range.Type: ApplicationFiled: May 31, 2017Publication date: April 26, 2018Applicant: Oracle International CorporationInventors: Jae Young Yoon, Dhileeban Kumaresan, Venktesh Alvenkar, Sreeji Das, Harish Akali, Hari Krishna Galla
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Publication number: 20180114126Abstract: The present disclosure relates to identifying process flows from log sources (e.g., log files), and generating visual representations (e.g., flow diagrams, Sankey diagrams, etc.) of the identified process flows. In addition, the present disclosure relates to clustering of tree structures based on the shape of the tree structure using one or more hashing algorithms. The present disclosure also relates to a user interface that presents a query builder for efficiently querying a log analytics system for tree structures that satisfy a user-defined range.Type: ApplicationFiled: May 31, 2017Publication date: April 26, 2018Applicant: Oracle International CorporationInventors: Sreeji Das, Jae Young Yoon, Dhileeban Kumaresan, Venktesh Alvenkar, Harish Akali, Hari Krishna Galla
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Publication number: 20180101607Abstract: Some embodiments relate to assigning individual log messages to clusters. An initial cluster assignment may be performed by applying a hash function to one or more non-variable components of the message to generate an initial cluster identifier. Subsequently, clustering may be further refined (e.g., by determining whether to merge clusters based on similarity values). An interface can present a representative message of each cluster and indicate which portions of the message correspond to a variable component. Particular inputs detected at the input corresponding to one of these components can cause other values for the component to be presented. For a given cluster, timestamps of assigned messages can be used to generate a time series, which can facilitate grouping of clusters (with similar or complementary shapes) and/or triggering alerts (with a condition corresponding to a temporal aspect).Type: ApplicationFiled: January 26, 2017Publication date: April 12, 2018Applicant: ORACLE INTERNATIONAL CORPORATIONInventors: Jae Young Yoon, Dhileeban Kumaresan, Venktesh Alvenkar, Sreeji Das, Harish Akali
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Publication number: 20180102938Abstract: Some embodiments relate to assigning individual log messages to clusters. An initial cluster assignment may be performed by applying a hash function to one or more non-variable components of the message to generate an initial cluster identifier. Subsequently, clustering may be further refined (e.g., by determining whether to merge clusters based on similarity values). An interface can present a representative message of each cluster and indicate which portions of the message correspond to a variable component. Particular inputs detected at the input corresponding to one of these components can cause other values for the component to be presented. For a given cluster, timestamps of assigned messages can be used to generate a time series, which can facilitate grouping of clusters (with similar or complementary shapes) and/or triggering alerts (with a condition corresponding to a temporal aspect).Type: ApplicationFiled: January 26, 2017Publication date: April 12, 2018Applicant: ORACLE INTERNATIONAL CORPORATIONInventors: Jae Young Yoon, Dhileeban Kumaresan, Venktesh Alvenkar, Sreeji Das, Harish Akali
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Publication number: 20180101423Abstract: Some embodiments relate to assigning individual log messages to clusters. An initial cluster assignment may be performed by applying a hash function to one or more non-variable components of the message to generate an initial cluster identifier. Subsequently, clustering may be further refined (e.g., by determining whether to merge clusters based on similarity values). An interface can present a representative message of each cluster and indicate which portions of the message correspond to a variable component. Particular inputs detected at the input corresponding to one of these components can cause other values for the component to be presented. For a given cluster, timestamps of assigned messages can be used to generate a time series, which can facilitate grouping of clusters (with similar or complementary shapes) and/or triggering alerts (with a condition corresponding to a temporal aspect).Type: ApplicationFiled: January 26, 2017Publication date: April 12, 2018Applicant: ORACLE INTERNATIONAL CORPORATIONInventors: Jae Young Yoon, Dhileeban Kumaresan, Venktesh Alvenkar, Sreeji Das, Harish Akali