Energy consumption analysis using node similarity

US9053438B2 · kind B2 · utility

Assignee

• HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P. · US

Inventors

• Manish Marwah · Palo Alto, US
• Geoff Lyon · Menlo Park, US
• Martha Lyons · Sunnyvale, US
• Chandrakant Patel · Fremont, US
• Cullen E. Bash · San Francisco, US

Key dates

• Filing date: Jul 24, 2011
• Grant date: Jun 9, 2015
• Expiry date: Jun 7, 2033

Classification

• Technology area (CPC G): Physics
• CPC primary: G06Q50/06
• WIPO field: IT methods for management
• WIPO sector: Electrical engineering

Abstract

Systems and methods of analyzing energy consumption using node similarity are disclosed. An example of a method may be carried out by program code stored on non-transient computer-readable medium and executed by a processor. The method includes assigning a similarity score to a plurality of nodes using at least one of: domain based rules, attribute based similarity metrics, and machine learning. The method also includes identifying a similar node from the plurality of nodes, for a node under consideration, based on the similarity score. The method also includes determining energy consumption of the node under consideration based on energy consumption of the similar node.