Server power consumption management system based on data mining

Abstract

The invention provides a server power consumption management system based on data mining. The server power consumption management system comprises a state database, a power consumption control strategy base, a state monitoring device, an analyzer, a planner, a power consumption controller, a server power consumption management information interface, a human-computer interaction interface and other components. The state monitoring device, the analyzer, the planner, the power consumption controller and the power consumption control strategy base are the core of the server power consumption management system, and a complete monitoring-analyzing-planning-execution controlling loop is formed. Compared with the prior art, the server power consumption management system based on data mining solves the problems that an existing server power consumption management system can only achieve power consumption management through a manual pre-definition strategy, power consumption management strategy selecting errors can possibly exist, adaptability to system configuration or outside environment changing is bad, management complexity is high and the like.

Description

technical field [0001] The invention relates to the technical field of computer servers, in particular to a server power consumption management system based on data mining. Background technique [0002] Since the Copenhagen World Climate Conference, building a low-carbon society has become a global consensus. In the information industry under the guidance of low-carbon goals, green computing shows the power consumption-oriented environment-friendly computing system construction mode, which has a very wide range of application prospects, and its development and application will bring benefits to all aspects of human life and production areas have profound effects. Server energy-saving technology, as a branch of green computing research field, is attracting more and more attention from academia and industry. [0003] The academic community has carried out relevant research in the research directions of power consumption modeling, power consumption evaluation, and power consu...

AI Technical Summary

Problems solved by technology

[0005] To sum up, the current research on the direction of server power management technology has made preliminary progress, but these studies only consider the characteristics of a single level of the system, such as the processor, operating system, compiler, application program, etc., and cannot describe the hardware A comprehensive energy efficiency model between , system, and application; at the same time, there is still a lack of high-precision, fine-grained runtime power consumption measurement methods and evolution mechanisms for system power consumption control strategies

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