Data Mining - Analysis White Papers
Sustainable Operation and Management of Data Center Chillers Using Temporal Data Mining
Overview Data centers are a critical component of modern IT infrastructure but are also among the worst environmental offenders through their increasing energy usage and the resulting large carbon footprints. Efficient management of data centers, including power management, networking, and cooling infrastructure, is hence crucial to sustainability. In the absence of a "First-principles" approach to man-age these complex components and their interactions, data-driven approaches have become attractive and tenable. The paper presents a temporal data mining solution to model and optimize performance of data center chillers, a key component of the cooling infrastructure. It helps bridge raw, numeric, time-series information from sensor streams toward higher level characterizations of chiller behavior, suit-able for a data center engineer.
| Publisher | Association for Computing Machinery | File Format | |
|---|---|---|---|
| Date Published | July 2009 | ||
| Format | White Papers | ||
| Topics | |||
-
Did you find this white paper useful?
White Paper RSSBusiness Analytics and Optimization for the Intelligent Enterprise
DownloadBased on our survey of 225 business leaders worldwide, we found that enterprisesare operating with bigger blind spots and that they are making important decisionswithout access to the right information....
The Journey Along an Information-Led Transformation
A shift is underway from simple automation to business optimization, and information is at the center of it. Information, when aligned with your business strategy, holds the key todriving profitable...
Best Practices for Translating Customer Satisfaction into Revenue
Today's support organisations are focused on two top-level metrics: financial results and customer satisfaction. For most, it's easy to track financial performance, but customer satisfaction is akin to speaking a...
Support Strategies: Customer Experience Management
Customer experience is the most powerful tool available today for distinguishing your company from competitors ? each contact with the customer offers an opportunity for strengthening your relationships by delivering...
3 Strategies for Reducing IT Support Costs
As companies brace for more bumps in the economic downturn, many organisations are indiscriminately cutting costs. To ensure a seamless transition into the post-recession market, however, slashing and burning is...
