公开(公告)号：US07925678B2

公开(公告)日：2011-04-12

申请号：US11623010

申请日：2007-01-12

申请人： Sherif Botros ,  Jian L. Zhen ,  Minjun Liu ,  Boris Galitsky

发明人： Sherif Botros ,  Jian L. Zhen ,  Minjun Liu ,  Boris Galitsky

IPC分类号： G06F17/30

CPC分类号： G06F17/30991 ,  Y10S707/99943

摘要： Event data (e.g., log messages) are represented as sets of attribute/value pairs. An index maps each attribute/value pair or attribute/value tuple to a pointer that points to event data which contains the attribute/value pair or attribute/value tuple. An attribute co-occurrence map or matrix can be generated that includes attribute names that co-occur together. Queries and custom reports can be generated by projecting event data into one or more attributes or attribute/value pairs, and then determining statistics on other attributes using a combination of the inverted index, the attribute co-occurrence map or matrix, operations on sets and/or math and statistical functions.

摘要翻译： 事件数据（例如，日志消息）被表示为属性/值对的集合。 索引将每个属性/值对或属性/值元组映射到指向包含属性/值对或属性/值元组的事件数据的指针。 可以生成包括共同出现的属性名称的属性共现映射或矩阵。 可以通过将事件数据投影到一个或多个属性或属性/值对中来生成查询和自定义报告，然后使用反向索引，属性共现映射或矩阵的组合来确定其他属性的统计信息，集合上的操作和 /或数学和统计功能。

公开(公告)号：US08380752B2

公开(公告)日：2013-02-19

申请号：US13084288

申请日：2011-04-11

申请人： Sherif Botros ,  Jian L. Zhen ,  Minjun Liu ,  Boris Galitsky

发明人： Sherif Botros ,  Jian L. Zhen ,  Minjun Liu ,  Boris Galitsky

IPC分类号： G06F17/30

CPC分类号： G06F17/30991 ,  Y10S707/99943

摘要： Event data (e.g., log messages) are represented as sets of attribute/value pairs. An index maps each attribute/value pair or attribute/value tuple to a pointer that points to event data which contains the attribute/value pair or attribute/value tuple. An attribute co-occurrence map or matrix can be generated that includes attribute names that co-occur together. Queries and custom reports can be generated by projecting event data into one or more attributes or attribute/value pairs, and then determining statistics on other attributes using a combination of the inverted index, the attribute co-occurrence map or matrix, operations on sets and/or math and statistical functions.

摘要翻译： 事件数据（例如，日志消息）被表示为属性/值对的集合。 索引将每个属性/值对或属性/值元组映射到指向包含属性/值对或属性/值元组的事件数据的指针。 可以生成包括共同出现的属性名称的属性共现映射或矩阵。 可以通过将事件数据投影到一个或多个属性或属性/值对中来生成查询和自定义报告，然后使用反向索引，属性共现映射或矩阵的组合来确定其他属性的统计信息，集合上的操作和 /或数学和统计功能。

公开(公告)号：US20110191373A1

公开(公告)日：2011-08-04

申请号：US13084288

申请日：2011-04-11

申请人： Sherif Botros ,  Jian L. Zhen ,  Minjun Liu ,  Boris Galitsky

发明人： Sherif Botros ,  Jian L. Zhen ,  Minjun Liu ,  Boris Galitsky

IPC分类号： G06F17/30

CPC分类号： G06F17/30991 ,  Y10S707/99943

摘要： Event data (e.g., log messages) are represented as sets of attribute/value pairs. An index maps each attribute/value pair or attribute/value tuple to a pointer that points to event data which contains the attribute/value pair or attribute/value tuple. An attribute co-occurrence map or matrix can be generated that includes attribute names that co-occur together. Queries and custom reports can be generated by projecting event data into one or more attributes or attribute/value pairs, and then determining statistics on other attributes using a combination of the inverted index, the attribute co-occurrence map or matrix, operations on sets and/or math and statistical functions.

摘要翻译： 事件数据（例如，日志消息）被表示为属性/值对的集合。 索引将每个属性/值对或属性/值元组映射到指向包含属性/值对或属性/值元组的事件数据的指针。 可以生成包括共同出现的属性名称的属性共现映射或矩阵。 可以通过将事件数据投影到一个或多个属性或属性/值对中来生成查询和自定义报告，然后使用反向索引，属性共现映射或矩阵的组合来确定其他属性的统计信息，集合上的操作和 /或数学和统计功能。

公开(公告)号：US20080172409A1

公开(公告)日：2008-07-17

申请号：US11623010

申请日：2007-01-12

申请人： Sherif Botros ,  Jian L. Zhen ,  Minjun Liu ,  Boris Galitsky

发明人： Sherif Botros ,  Jian L. Zhen ,  Minjun Liu ,  Boris Galitsky

IPC分类号： G06F17/40

CPC分类号： G06F17/30991 ,  Y10S707/99943

摘要： Event data (e.g., log messages) are represented as sets of attribute/value pairs. An index maps each attribute/value pair or attribute/value tuple to a pointer that points to event data which contains the attribute/value pair or attribute/value tuple. An attribute co-occurrence map or matrix can be generated that includes attribute names that co-occur together. Queries and custom reports can be generated by projecting event data into one or more attributes or attribute/value pairs, and then determining statistics on other attributes using a combination of the inverted index, the attribute co-occurrence map or matrix, operations on sets and/or math and statistical functions.

摘要翻译： 事件数据（例如，日志消息）被表示为属性/值对的集合。 索引将每个属性/值对或属性/值元组映射到指向包含属性/值对或属性/值元组的事件数据的指针。 可以生成包括共同出现的属性名称的属性共现映射或矩阵。 可以通过将事件数据投影到一个或多个属性或属性/值对中来生成查询和自定义报告，然后使用反向索引，属性共现映射或矩阵的组合来确定其他属性的统计信息，集合上的操作和 /或数学和统计功能。

公开(公告)号：US20130185286A1

公开(公告)日：2013-07-18

申请号：US13668847

申请日：2012-11-05

申请人： Boris Galitsky ,  Sherif Botros

发明人： Boris Galitsky ,  Sherif Botros

IPC分类号： G06F17/30

CPC分类号： G06F17/30424 ,  G06F17/30637 ,  G06F17/30666

摘要： To retrieve a sequence of associated events in log data, a request expression is parsed to retrieve types of dependencies between events which are searched, and the constraints (e.g., keywords) which characterize each event. Based on the parsing results, query components can be formed, expressing the constraints for individual events and interrelations (e.g., time spans) between events. A resultant span query comprising the query components can then be run against an index of events, which encodes a mutual location of associated events in storage.

公开(公告)号：US08306967B2

公开(公告)日：2012-11-06

申请号：US11866337

申请日：2007-10-02

申请人： Boris Galitsky ,  Sherif Botros

发明人： Boris Galitsky ,  Sherif Botros

IPC分类号： G06F17/30

CPC分类号： G06F17/30424 ,  G06F17/30637 ,  G06F17/30666

摘要： To retrieve a sequence of associated events in log data, a request expression is parsed to retrieve types of dependencies between events which are searched, and the constraints (e.g., keywords) which characterize each event. Based on the parsing results, query components can be formed, expressing the constraints for individual events and interrelations (e.g., time spans) between events. A resultant span query comprising the query components can then be run against an index of events, which encodes a mutual location of associated events in storage.

摘要翻译： 为了在日志数据中检索关联事件序列，解析请求表达式以检索搜索的事件之间的依赖关系类型以及表征每个事件的约束（例如，关键字）。 基于解析结果，可以形成查询组件，表示事件之间的各个事件和相互关系（例如，时间跨度）的约束。 然后可以针对事件索引来运行包括查询组件的合成跨度查询，该事件索引编码存储器中相关联的事件的相互位置。

公开(公告)号：US20090089252A1

公开(公告)日：2009-04-02

申请号：US11866337

申请日：2007-10-02

申请人： Boris Galitsky ,  Sherif Botros

发明人： Boris Galitsky ,  Sherif Botros

IPC分类号： G06F17/30

CPC分类号： G06F17/30424 ,  G06F17/30637 ,  G06F17/30666

摘要： To retrieve a sequence of associated events in log data, a request expression is parsed to retrieve types of dependencies between events which are searched, and the constraints (e.g., keywords) which characterize each event. Based on the parsing results, query components can be formed, expressing the constraints for individual events and interrelations (e.g., time spans) between events. A resultant span query comprising the query components can then be run against an index of events, which encodes a mutual location of associated events in storage.

摘要翻译： 为了在日志数据中检索关联事件序列，解析请求表达式以检索搜索的事件之间的依赖关系类型以及表征每个事件的约束（例如，关键字）。 基于解析结果，可以形成查询组件，表示事件之间的各个事件和相互关系（例如，时间跨度）的约束。 然后可以针对事件索引来运行包括查询组件的合成跨度查询，该事件索引编码存储器中相关联的事件的相互位置。

公开(公告)号：US09171057B2

公开(公告)日：2015-10-27

申请号：US13945720

申请日：2013-07-18

申请人： Sherif Botros

发明人： Sherif Botros

IPC分类号： G06F17/30 ,  G06Q10/00

CPC分类号： G06F17/30598 ,  G06Q10/00

摘要： Techniques for data classification include matching one or more attributes of a commodity with one or more terms of a plurality of terms in a word matrix; generating, based on the matching, a vector for the commodity; and identifying, based on the vector, one or more classification regions that each define a classification of the commodity.

摘要翻译： 用于数据分类的技术包括将商品的一个或多个属性与单词矩阵中的多个术语中的一个或多个术语进行匹配; 基于匹配产生商品的向量; 以及基于所述向量来识别每个定义所述商品分类的一个或多个分类区域。

公开(公告)号：US06934702B2

公开(公告)日：2005-08-23

申请号：US10106604

申请日：2002-03-26

申请人： Yaroslav Faybishenko ,  Gene H. Kan ,  Sherif Botros ,  John Beatty ,  Douglass R. Cutting

发明人： Yaroslav Faybishenko ,  Gene H. Kan ,  Sherif Botros ,  John Beatty ,  Douglass R. Cutting

IPC分类号： G06F17/30

CPC分类号： G06F17/30867 ,  Y10S707/959 ,  Y10S707/99933

摘要： A system and method for distributing search requests in a network. The system and method may also route search responses. Network nodes operating as consumer or requesting nodes generate the search requests. Nodes operating as hubs are configured to route the search requests in the network. Individual nodes operating as provider nodes receive the search request and in response may generate search results according to their own procedures and return them. Communication between nodes in the network may use a common query protocol. Hub nodes may resolve the search requests to a subset of the provider nodes in the network, for example by matching search requests with registration information from nodes. Search results may be customized at various stages in the network.

摘要翻译： 一种用于在网络中分发搜索请求的系统和方法。 系统和方法也可以路由搜索响应。 作为消费者或请求节点运行的网络节点生成搜索请求。 用作集线器的节点被配置为在网络中路由搜索请求。 作为提供商节点运行的单个节点接收搜索请求，并且响应可以根据其自己的过程生成搜索结果并返回它们。 网络中的节点之间的通信可以使用公共查询协议。 集线器节点可以将搜索请求解析到网络中的提供商节点的子集，例如通过将搜索请求与来自节点的注册信息相匹配。 搜索结果可以在网络的各个阶段进行定制。

公开(公告)号：US20130297634A1

公开(公告)日：2013-11-07

申请号：US13465848

申请日：2012-05-07

申请人： Mohammad Shami ,  David Herman ,  Sherif Botros

发明人： Mohammad Shami ,  David Herman ,  Sherif Botros

IPC分类号： G06F17/30

CPC分类号： G06F17/273 ,  G06F17/278

摘要： Data is received that comprises an entity name. Thereafter, it is determined (i) whether there are any punctuation variations for the entity name, (ii) whether there is at least one character to drop from the entity name, and (iii) whether there are alternative equivalents of at least a portion of the entity name. After such determinations have been made, a plurality of variants for the entity name is generated based on a combination of each determined punctuation variation, determined at least one character to drop, and determined alternative equivalent. Related apparatus, systems, techniques and articles are also described.

摘要翻译： 收到包含实体名称的数据。 此后，确定（i）实体名称是否存在任何标点符号变化，（ii）是否存在至少一个字符从实体名称中删除，以及（iii）是否存在至少一部分的替代等同物 的实体名称。 在进行这样的确定之后，基于确定的至少一个字符和下降的确定的标点符号变化的组合以及确定的替代等效物来生成用于实体名称的多个变体。 还描述了相关设备，系统，技术和物品。