公开(公告)号：US20090327172A1

公开(公告)日：2009-12-31

申请号：US12163295

申请日：2008-06-27

申请人： Yan Liu ,  Michael Zhihe Z. Jiang ,  John C. Strassner ,  Jing Zhang

发明人： Yan Liu ,  Michael Zhihe Z. Jiang ,  John C. Strassner ,  Jing Zhang

IPC分类号： G06F15/18

CPC分类号： G06N20/00

摘要： A method, information processing system, and network select machine learning algorithms for managing autonomous operations of network elements. A state (404) of at least one problem (406) and at least one context associated with the problem are received as input. A machine learning algorithm (118) is selected (410) based on the problem and context of the problem that have been received. The machine learning algorithm (118) that has been selected is outputted to an autonomic controller.

摘要翻译： 一种用于管理网络元件自主操作的方法，信息处理系统和网络选择机器学习算法。 接收至少一个问题（406）的状态（404）和与该问题相关联的至少一个上下文作为输入。 基于已经接收到的问题的问题和上下文，选择机器学习算法（118）（410）（410）。 已经选择的机器学习算法（118）被输出到自主控制器。

公开(公告)号：US08019838B2

公开(公告)日：2011-09-13

申请号：US12124560

申请日：2008-05-21

申请人： Michael Zhihe Z Jiang ,  Yan Liu ,  John C. Strassner ,  Jing Zhang

发明人： Michael Zhihe Z Jiang ,  Yan Liu ,  John C. Strassner ,  Jing Zhang

IPC分类号： G06F15/177

CPC分类号： H04L41/0806 ,  H04L41/0823 ,  H04L41/0893

摘要： A system, method, and information processing system for managing a configuration of a network device. A current state associated with at least one network device (104) is determined (206). A set of commands (118) available for the current state of the network device (104) is retrieved (208). A next state associated with a current command is determined (216) for each command in the set of commands (118). A transition from the current state to the next state is created (218, 222) in response to determining a next state associated with a current command. A transition is determined to have been created for each command in the set of commands (118). An extended finite state machine (120) is created that includes at least the current state, the next state, and the transition for each of the commands in the set of commands (118).

摘要翻译： 一种用于管理网络设备的配置的系统，方法和信息处理系统。 确定与至少一个网络设备（104）相关联的当前状态（206）。 检索可用于网络设备（104）的当前状态的一组命令（118）（208）。 对于命令集（118）中的每个命令确定与当前命令相关联的下一状态（216）。 响应于确定与当前命令相关联的下一状态，创建从当前状态到下一状态的转变（218,222）。 确定为命令集（118）中的每个命令创建了一个转换。 创建扩展有限状态机（120），其至少包括在该组命令（118）中的每个命令的当前状态，下一状态和转换。