公开(公告)号：US20130097138A1

公开(公告)日：2013-04-18

申请号：US13274918

申请日：2011-10-17

申请人： Omer BARKOL ,  Shahar GOLAN ,  Ruth BERGMAN ,  Yifat FELDER ,  Arik SITYON ,  Mohammed J. ZAKI ,  Pranay ANCHURI

发明人： Omer BARKOL ,  Shahar GOLAN ,  Ruth BERGMAN ,  Yifat FELDER ,  Arik SITYON ,  Mohammed J. ZAKI ,  Pranay ANCHURI

IPC分类号： G06F17/30

CPC分类号： G06F16/24544

摘要： A method for discovering representative composite configuration item (CI) patterns in an IT system that includes a plurality of configuration items may include data mining a graph representing the IT system to extract extended frequent composite CI patterns. The method may also include clustering the extended frequent composite CI patterns into clusters based on similarity between the maximal frequent composite CI patterns. The method may further include extracting a representative composite CI pattern for each of the clusters, and using an output device, outputting the representative composite CI pattern for each of the clusters.

摘要翻译： 用于发现包括多个配置项的IT系统中的代表性复合配置项（CI）模式的方法可以包括数据挖掘表示IT系统的图，以提取扩展的频繁复合CI模式。 该方法还可以包括基于最大频率复合CI模式之间的相似度将扩展的频繁复合CI模式聚类成簇。 该方法还可以包括提取用于每个簇的代表性复合CI模式，并且使用输出装置，输出每个簇的代表性复合CI模式。

公开(公告)号：US10540354B2

公开(公告)日：2020-01-21

申请号：US13274918

申请日：2011-10-17

申请人： Omer Barkol ,  Shahar Golan ,  Ruth Bergman ,  Yifat Felder ,  Arik Sityon ,  Mohammed J. Zaki ,  Pranay Anchuri

发明人： Omer Barkol ,  Shahar Golan ,  Ruth Bergman ,  Yifat Felder ,  Arik Sityon ,  Mohammed J. Zaki ,  Pranay Anchuri

IPC分类号： G06F16/2453

摘要： A method for discovering representative composite configuration item (CI) patterns in an IT system that includes a plurality of configuration items may include data mining a graph representing the IT system to extract extended frequent composite CI patterns. The method may also include clustering the extended frequent composite CI patterns into clusters based on similarity between the maximal frequent composite CI patterns. The method may further include extracting a representative composite CI pattern for each of the clusters, and using an output device, outputting the representative composite CI pattern for each of the clusters.