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1. 发明申请

US20170109636A1 Crowd-Based Model for Identifying Executions of a Business Process 审中-公开
公开(公告)号：US20170109636A1
公开(公告)日：2017-04-20
申请号：US15391853
申请日：2016-12-28
申请人： Panaya Ltd.
发明人： Nir Marcu , Avichay Libeskind Mulyan , Doron Tauber , Shir Uziely , Alexandra Zhmudyak , Nurit Dor
IPC分类号： G06N5/04 , G06N99/00
CPC分类号： G06N5/047 , G06F8/30 , G06F11/3672 , G06F11/368 , G06F11/3696 , G06N20/00
摘要： Described herein are systems, methods, and computer programs that may be utilized to identify executions of a Business Process (BP) utilizing a crowd-based model of the BP. In one embodiment, a BP model trainer module generates the crowd-based model of the BP based on sequences of steps selected from among streams of steps performed during interactions with instances of a software system. Optionally, the sequences correspond to executions of the BP that are associated with a plurality of organizations. A sequence parser module is configured to receive one or more streams of steps performed during interactions with an instance of the software system, which belongs to another organization, and to select, from among the one or more streams, candidate sequences of steps. A BP-identifier module utilizes the crowd-based model to identify, from among the candidate sequences, one or more sequences of steps that correspond to executions of the BP.

2. 发明授权

US09317412B1 Selecting a configuration test based on testing data from different organizations 有权
标题翻译：根据不同组织的测试数据选择配置测试
公开(公告)号：US09317412B1
公开(公告)日：2016-04-19
申请号：US14142770
申请日：2013-12-28
申请人： Panaya Ltd.
发明人： Yossi Cohen , Mati Cohen , Nurit Dor , Dror Weiss
IPC分类号： G06F11/00 , G06F11/36
CPC分类号： G06F11/3696 , G06F8/30 , G06F11/368 , G06F11/3684
摘要： Utilizing data collected from users belonging to different organizations to select a test scenario template relevant for testing configuration elements involves the following: identifying runs of test scenarios run by users belonging to different organizations; clustering the runs of test scenarios to clusters that include similar runs; generating connections between the configuration elements and the clusters; weighting the connections based on the number of users that acted according to the connections; receiving certain configuration elements; selecting a certain cluster based on a subset of the certain configuration elements and the connections, where each element in the subset is connected to the certain cluster by a connection, and the sum of weights of connections between elements in the subset and the certain cluster, reaches a threshold; and selecting a test scenario template representing the certain cluster.
摘要翻译：利用从属于不同组织的用户收集的数据来选择与测试配置元素相关的测试场景模板涉及以下内容：识别属于不同组织的用户运行的测试场景的运行; 将测试场景的运行集中到包含类似运行的集群; 生成配置元素和集群之间的连接; 基于根据连接作用的用户数量对连接进行加权; 接收某些配置元素; 基于特定配置元素和连接的子集选择某个集群，其中子集中的每个元素通过连接连接到特定集群，以及子集和集群中的元素之间的连接的权重之和，达到门槛; 并选择表示某个集群的测试场景模板。

3. 发明授权

US09170809B1 Identifying transactions likely to be impacted by a configuration change 有权
标题翻译：识别可能受配置更改影响的事务
公开(公告)号：US09170809B1
公开(公告)日：2015-10-27
申请号：US14142781
申请日：2013-12-28
申请人： Panaya Ltd.
发明人： Yossi Cohen , Mati Cohen , Nurit Dor , Dror Weiss
IPC分类号： G06F9/45 , G06F9/44 , G06F11/36
CPC分类号： G06F11/3668 , G06F8/30 , G06F11/3604 , G06F11/3672 , G06F11/368 , G06F11/3684
摘要： System, method, and non-transitory medium for identifying a certain transaction likely to be impacted by a certain configuration change. An activity analyzer receives activity data of users belonging to different organizations and identifies, based on the activity data, a first set of code elements associated with transactions. A program analyzer receives the certain configuration change, and program data that describes at least one of the following: procedure invocations, user interface statements, and database access statements. The program analyzer identifies a second set of code elements that are influenced by the certain configuration change. An intersection module calculates an intersection between the first set of code elements and the second set of code elements. A transaction identifier identifies the certain transaction likely to be impacted by the certain configuration change based on a common code element belonging to the intersection.
摘要翻译：系统，方法和非暂时性介质，用于识别可能受到某种配置更改影响的特定事务。活动分析器接收属于不同组织的用户的活动数据，并根据活动数据识别与交易相关联的第一组代码元素。程序分析器接收某些配置更改，以及描述以下至少一个的程序数据：过程调用，用户界面语句和数据库访问语句。程序分析器识别受特定配置更改影响的第二组代码元素。交叉路口模块计算第一组代码元素与第二组代码元素之间的交点。事务标识符基于属于该交集的公共代码元素识别可能受特定配置更改影响的某个事务。

4. 发明授权

US09069904B1 Ranking runs of test scenarios based on number of different organizations executing a transaction 有权
标题翻译：根据执行交易的不同组织的数量排列测试场景的运行
公开(公告)号：US09069904B1
公开(公告)日：2015-06-30
申请号：US14141887
申请日：2013-12-27
申请人： Panaya Ltd.
发明人： Yossi Cohen , Mati Cohen , Nurit Dor , Dror Weiss
IPC分类号： G06F9/44 , G06F11/36
CPC分类号： G06F11/3688 , G06F8/30 , G06F11/3672
摘要： System, method, and non-transitory medium for ranking runs of test scenarios belonging to a cluster. Runs by users on software systems that belong to different organizations are clustered to clusters of similar runs. The runs involve executing transactions instantiated from transaction types. A first processor receives a selection of a certain transaction type, and calculates a first number of different organizations associated with users that ran test scenarios involving execution of a transaction instantiated from the certain transaction type. A second processor receives a selection of a certain cluster from the clusters and calculates, based on runs belonging to the certain cluster, a second number of different organizations associated with users that ran certain test scenarios involving execution of a transaction instantiated from the certain transaction type. A ranking module ranks runs of test scenarios belonging to the certain cluster according to the first and the second numbers.
摘要翻译：系统，方法和非暂时性介质，用于排列属于集群的测试场景的运行。属于不同组织的软件系统上的用户运行集群到类似运行的集群。运行涉及执行从事务类型实例化的事务。第一处理器接收特定事务类型的选择，并计算与运行涉及执行从特定事务类型实例化的事务的测试场景的用户相关联的第一数量的不同组织。第二处理器从集群接收特定集群的选择，并且基于属于特定集群的运行来计算与运行某些测试场景的用户相关联的第二数量的不同组织，该组合包括从某个事务类型实例化的事务的执行。排序模块根据第一和第二数量排列属于某个群集的测试场景的运行。

5. 发明申请

US20130041886A1 METHODS FOR CALCULATING A COMBINED IMPACT ANALYSIS REPOSITORY 有权
标题翻译：计算组合影响分析报告的方法
公开(公告)号：US20130041886A1
公开(公告)日：2013-02-14
申请号：US13651419
申请日：2012-10-14
申请人： Panaya Ltd.
发明人： Yossi Cohen , Mati Cohen , Nurit Dor , Dror Weiss , Roy Armoni
IPC分类号： G06F17/30
CPC分类号： G06F17/30306 , G06F11/3604
摘要： Methods for accessing impact analysis repositories and transaction-refinement index for each of the impact analysis repositories. According to the obtained transaction-refinement index, associating the combined repository with information from the most transaction refined impact analysis repository. Associating the combined repository with information from the less transaction refined impact analysis repository in the case of a request to insert or delete a table record for tables that do not contain any impacted transaction in the more transaction refined impact analysis repository. And associating the combined repository with information from the less transaction refined impact analysis repository in the case of a request to update a table record for table columns that do not contain any impacted transaction in the more transaction refined impact analysis repository.
摘要翻译：访问每个影响分析存储库的影响分析存储库和事务细化索引的方法。根据获得的交易细化指数，将组合的存储库与来自大多数事务处理的影响分析存储库的信息相关联。在更多事务处理的影响分析存储库中，对于不包含任何受影响的事务的表的插入或删除表记录的请求的情况，将组合的存储库与来自较少事务处理的影响分析存储库的信息相关联。并且在更新事务处理优化的影响分析存储库中不包含任何受影响的事务的表列更新表记录的请求的情况下，将组合的存储库与来自较少事务处理的影响分析存储库的信息相关联。

6. 发明申请

US20170109670A1 Crowd-Based Patterns for Identifying Executions of Business Processes 审中-公开
公开(公告)号：US20170109670A1
公开(公告)日：2017-04-20
申请号：US15391868
申请日：2016-12-28
申请人： Panaya Ltd.
发明人： Nir Marcu , Avichay Libeskind Mulyan , Doron Tauber , Shir Uziely , Alexandra Zhmudyak , Nurit Dor
IPC分类号： G06Q10/06 , G06Q10/08
CPC分类号： G06Q10/0631 , G06F8/30 , G06F11/3409 , G06F11/3672 , G06F11/368 , G06F11/3696 , G06Q10/087
摘要： Described herein are systems, methods, and computer programs that may be utilized to identify executions of Business Processes (BPs) utilizing crowd-based patterns of the BPs. In one embodiment, each pattern of a BP is generated based on sequences corresponding to executions of the BP, which are associated with first and second organizations, respectively. A sequence parser module is configured to receive one or more streams of steps performed during interactions with an instance of a software system, which belongs to another organization, and to select, from among the one or more streams, candidate sequences of steps. A distance calculator module calculates distances between the candidate sequences and the patterns based on alignments of the candidate sequences and the patterns. An assignment module utilizes the distances to assign at least some of the candidate sequences with identifiers of the BPs.

7. 发明申请

US20160210224A1 Generating a test scenario template from runs of test scenarios belonging to different organizations 有权
标题翻译：从属于不同组织的测试场景的运行生成测试场景模板
公开(公告)号：US20160210224A1
公开(公告)日：2016-07-21
申请号：US15067225
申请日：2016-03-11
申请人： Panaya Ltd.
发明人： Yossi Cohen , Mati Cohen , Nurit Dor , Dror Weiss
IPC分类号： G06F11/36
CPC分类号： G06F11/3684 , G06F8/30 , G06F9/44589 , G06F11/3672 , G06F11/368 , G06F11/3696
摘要： System, method, and non-transitory computer-readable medium for generating a test scenario template from runs of test scenarios run on software systems belonging to different organizations, including: clustering the runs to clusters comprising similar runs of test scenarios; selecting from the clusters a certain cluster comprising a first run of a first test scenario and a second run of a second test scenario belonging to different organizations. At least 95% of values used in the first run of the first test scenario are provided automatically by a test script. And generating a test scenario template representing the certain cluster, wherein the test scenario template identifies a transaction used in the first and second runs, and possible values for running the transaction.
摘要翻译：用于从属于不同组织的软件系统上运行的测试场景运行生成测试场景模板的系统，方法和非暂时计算机可读介质，包括：将运行集群到包括相似运行测试场景的集群; 从群集中选择包括第一测试场景的第一次运行和属于不同组织的第二测试场景的第二次运行的特定群集。第一个测试场景的第一次运行中使用的值中至少有95％由测试脚本自动提供。并生成表示某个集群的测试场景模板，其中测试场景模板标识在第一次和第二次运行中使用的事务以及运行该事务的可能值。

8. 发明授权

US09311224B1 Manipulating a test based on a subset of similar divergent routes from different organizations 有权
标题翻译：基于来自不同组织的类似分歧路线的子集来操作测试
公开(公告)号：US09311224B1
公开(公告)日：2016-04-12
申请号：US14142769
申请日：2013-12-28
申请人： Panaya Ltd.
发明人： Yossi Cohen , Mati Cohen , Nurit Dor , Dror Weiss
IPC分类号： G06F11/00 , G06F11/36
CPC分类号： G06F11/3688 , G06F11/368 , G06F11/3684 , G06Q10/00
摘要： System, method, and non-transitory medium for utilizing routes followed by runs of test scenarios to manipulate a test scenario template. Runs of test scenarios run by users belonging to different organizations on software systems associated with the different organizations are analyzed to identify routes that the runs follows; the identified routes may be stored in a database. A route retriever receives a certain template route belonging to a test scenario template and retrieves from the database divergent routes that diverge from the template route. A subset selector selects from the divergent routes a subset of divergent routes that are similar to each other. A template manipulator manipulates the test scenario template according to the subset if the size of the subset reaches a predetermined threshold.
摘要翻译：系统，方法和非暂时性介质，用于利用路由，随后运行测试场景来操纵测试场景模板。分析运行属于不同组织的用户在与不同组织相关联的软件系统上运行的测试场景，以识别运行遵循的路由; 所识别的路由可以存储在数据库中。路由检索器接收属于测试场景模板的某个模板路由，并从数据库中检索出与模板路由不一致的发散路由。子集选择器从发散路由中选择彼此相似的发散路由的子集。如果子集的大小达到预定阈值，则模板操纵器根据该子集操纵测试场景模板。

9. 发明授权

US09201772B1 Sharing test scenarios among organizations while protecting proprietary data 有权
标题翻译：在保护专有数据的同时共享组织中的测试场景
公开(公告)号：US09201772B1
公开(公告)日：2015-12-01
申请号：US14141564
申请日：2013-12-27
申请人： Panaya Ltd.
发明人： Yossi Cohen , Mati Cohen , Nurit Dor , Dror Weiss
IPC分类号： G06F9/45 , G06F11/36 , G06F9/445
CPC分类号： G06F11/368 , G06F8/30 , G06F11/3672 , G06F11/3696
摘要： System, method, and non-transitory medium for generating a customized test scenario template based on runs of test scenarios run by users belonging to different organizations. Generating the test scenario template involves the steps of identifying runs of test scenarios run by the users on software systems that belong to the different organizations; clustering the runs to clusters of similar runs; and selecting from the clusters a certain cluster that includes runs associated with different organizations. The runs are used to generate a test scenario template that represents the certain cluster. Additionally, the template may have proprietary data removed from it, and the template may be customized by adding thereto proprietary data relevant to a certain user for whom the test scenario template is customized.
摘要翻译：用于根据不同组织的用户运行的测试场景的运行生成定制的测试场景模板的系统，方法和非暂时介质。生成测试场景模板包括以下步骤：识别用户在属于不同组织的软件系统上运行的测试场景; 将运行集中到类似运行的集群; 并从集群中选择一个包含与不同组织关联的运行的某个集群。这些运行用于生成表示某个集群的测试场景模板。此外，模板可以具有从其中移除的专有数据，并且可以通过向其中添加与为其定制测试场景模板的特定用户相关的专有数据来定制该模板。

10. 发明授权

US09134961B1 Selecting a test based on connections between clusters of configuration changes and clusters of test scenario runs 有权
标题翻译：根据配置更改集群和测试场景集群之间的连接选择测试
公开(公告)号：US09134961B1
公开(公告)日：2015-09-15
申请号：US14142771
申请日：2013-12-28
申请人： Panaya Ltd.
发明人： Yossi Cohen , Mati Cohen , Nurit Dor , Dror Weiss
IPC分类号： G06F9/44
CPC分类号： G06F9/44505 , G06F8/30 , G06F11/3688
摘要： Selecting a test scenario template relevant to a configuration change involves executing the following: receiving data indicative of configuration changes made to software systems; clustering the configuration changes into clusters of similar configuration changes; identifying runs of test scenarios run by users belonging to different organizations; clustering the runs to clusters of similar runs; generating connections between the clusters of similar configuration changes and the clusters of similar runs; weighting the connections based on the number of different organizations associated with the connections; receiving a certain configuration change of a certain software system; selecting a certain connection, weighted above a threshold, between a cluster of similar configuration changes, to which the certain configuration change corresponds, and a certain cluster of similar runs; and selecting a test scenario template representing the certain cluster of similar runs.
摘要翻译：选择与配置更改相关的测试场景模板涉及执行以下操作：接收指示对软件系统进行配置更改的数据; 将配置更改集中到类似配置更改的集群中; 识别属于不同组织的用户运行的测试场景的运行; 将运行集中到类似运行的集群; 生成类似配置更改的集群之间的连接以及类似运行的集群; 基于与连接相关联的不同组织的数量加权连接; 接收某一软件系统的某种配置更改; 在某个配置更改对应的类似配置更改的集群之间选择一个加权高于阈值的某个连接和某个相似运行的集群; 并选择表示相似运行的某些集群的测试场景模板。

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