1 / 2

Marina Zapater – marina@die.upm.es

c a m p u s. Thermal-aware optimization techniques for energy minimization in Data Centers. MONCLOA. ArTeCS , Universidad Complutense Madrid LSI Group , Universidad Politécnica de Madrid. GLOBAL CHANGE AND NEW ENERGIES CLUSTER. Proactive and reactive thermal-aware optimization techniques

dennis
Télécharger la présentation

Marina Zapater – marina@die.upm.es

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

  1. c a m p u s Thermal-aware optimization techniques for energy minimization in Data Centers MONCLOA ArTeCS, Universidad Complutense Madrid LSI Group, Universidad Politécnica de Madrid GLOBAL CHANGE AND NEW ENERGIES CLUSTER • Proactive and reactive thermal-awareoptimization techniques • Currently at the resource manager level • Holistic approach: computing and cooling resources • Application-awarereness, workload profiling and heterogeneity Marina Zapater – marina@die.upm.es

  2. Researchoverview and currentissues • Analysis of the computational and cooling resources: acquire knowledge of the data center. • Wireless sensor network (temperature, energy, air pressure…) • Servers internal sensors • Application-profiling information • Decision-making in a reactive and proactive way: • Allocate both computing and cooling resources • Anomaly detection (hotspot detection) • Reliability enhancement • Until now: task profiling, heterogeneous servers, MILP optimization algorithms for RM (Slurm) • GA, SA… even SMT solvers? • Current issues: lack of real scenarios – Data centers • Thermal/Power model creation and validation issues.

More Related