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    • 4. 发明申请
    • SYSTEMS AND METHODS FOR AUTOMATICALLY GENERATING MESSAGE PROTOTYPES FOR ACCURATE AND EFFICIENT OPAQUE SERVICE EMULATION
    • 用于自动生成消息准则的系统和方法,用于精确和有效的OPAQUE服务仿真
    • US20150363215A1
    • 2015-12-17
    • US14535950
    • 2014-11-07
    • CA, INC.
    • Steven Cornelis VersteegMiao DuJean-Guy SchneiderJohn Collis GrundyJun Han
    • G06F9/455
    • G06F11/3664G06F11/3684
    • In a method of service emulation, a plurality of messages communicated between a system under test and a target system for emulation are recorded in a computer-readable memory. Ones of the messages are clustered to define a plurality of message clusters, and respective cluster prototypes are generated for the message clusters. The respective cluster prototypes include a commonality among the ones of the messages of the corresponding message clusters. One of the message clusters is identified as corresponding to a request from the system under test based on a comparison of the request with the respective cluster prototypes, and a response to the request for transmission to the system under test is generated based on the one of the message clusters that was identified. Related computer systems and computer program products are also discussed.
    • 在服务仿真的方法中,在被测系统和用于仿真的目标系统之间传送的多个消息被记录在计算机可读存储器中。 聚合消息的一部分以定义多个消息群集,并为消息群集生成相应的群集原型。 相应的集群原型包括相应消息集群的消息之间的通用性。 基于请求与相应的集群原型的比较,将消息集群中的一个标识为与来自被测系统的请求相对应,并且基于以下之一生成对发送到被测系统的请求的响应: 已识别的消息群集。 还讨论了相关的计算机系统和计算机程序产品。
    • 7. 发明申请
    • MACHINE LEARNING-DERIVED UNIVERSAL CONNECTOR
    • 机器学习通用连接器
    • US20160267170A1
    • 2016-09-15
    • US14656158
    • 2015-03-12
    • CA, INC.
    • Nathan Allin HastingsSteven Cornelis VersteegJohn Sinclair BirdXien Yao
    • G06F17/30G06N5/04H04L29/08
    • G06F17/30601G06N5/04H04L67/10H04L67/2819
    • In a computer-implemented method for endpoint management, a plurality of messages communicated between a target endpoint and a client are recorded, in a computer-readable memory. Ones of the messages are clustered into respective groups, where the respective groups correspond to respective operation types of the ones of the messages included therein. For the respective operation types, respective message structures used by the target endpoint are determined based on commonalities among the ones of the messages of the respective groups corresponding to the operation types. For one of the respective operation types, a request to the target endpoint is generated in accordance with a corresponding one of the respective message structures used by the target endpoint. Related computer systems and computer program products are also discussed.
    • 在用于端点管理的计算机实现的方法中,在计算机可读存储器中记录在目标端点和客户端之间传送的多个消息。 消息的聚集成各自的组,其中各个组对应于其中包括的消息的各个操作类型。 对于相应的操作类型,由目标端点使用的各个消息结构基于与操作类型相对应的各组的消息中的共同性来确定。 对于各个操作类型之一,根据目标端点使用的相应消息结构中的相应一个生成对目标端点的请求。 还讨论了相关的计算机系统和计算机程序产品。