公开(公告)号：US20140324760A1

公开(公告)日：2014-10-30

申请号：US13874254

申请日：2013-04-30

Applicant: HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.

Inventor： Manish MARWAH ,  Martin Arlitt ,  Amip J. Shah ,  Cullen E. Bash

IPC: G06N7/00

CPC classification number: G06N7/005

Abstract: According to an example, synthetic time series data generation may include receiving empirical meter data for a plurality of users, and using the empirical meter data to estimate parameters of a Markov chain. The Markov chain may be used to generate the synthetic time series data having statistical properties similar to the statistical properties of the empirical meter data.

Abstract translation: 根据示例，合成时间序列数据生成可以包括接收多个用户的经验表数据，并且使用经验计量器数据来估计马尔可夫链的参数。 马尔可夫链可用于产生具有与经验仪表数据的统计特性相似的统计特性的合成时间序列数据。

公开(公告)号：US20140215053A1

公开(公告)日：2014-07-31

申请号：US13755768

申请日：2013-01-31

Applicant: Hewlett-Packard Development Company, L.P.

Inventor： Manish Marwah ,  Gowtham Bellala ,  Amip J. Shah ,  Cullen E. Bash ,  Martin Arlitt

IPC: H04L12/26

CPC classification number: H04L12/28 ,  G05B2219/23289 ,  G06F9/4498

Abstract: In an implementation, a method for managing an entity may include establishing of a framework for characterization of the entity, in which the framework abstracts operation of the entity to a state machine. In addition, each state in the state machine may be characterized in terms of distributions of a performance metric associated with the entity. The method may also include implementing of the framework for characterization of the entity to manage the entity.

Abstract translation: 在实现中，用于管理实体的方法可以包括建立用于表征实体的框架，其中框架将实体的操作抽象到状态机。 此外，状态机中的每个状态可以根据与该实体相关联的性能度量的分布来表征。 该方法还可以包括实现用于表征实体以管理该实体的框架。