A tool based on traffic traces and stochastic monotonicity to analyze data centers and their energy consumption

Journal Title: EAI Endorsed Transactions on Energy Web - Year 2016, Vol 3, Issue 10

Abstract

We present a tool to study the trade-off between energy consumption and performance evaluation. The tool uses real traffic traces to model arrivals, and it allows to consider general discrete arrival processes. Some servers are switched on (resp. off) if the monitored QoS becomes less (resp. more) than the { up} (resp. { down}) threshold. A set of threshold couples and the cost function taking into account both the performance measure and the energy consumption are provided by the user. The tool determines the best one for this cost function among the analyzed scenarios. Our method is numerically based but it takes into account some stochastic properties of the model to speed up the computation.

Authors and Affiliations

Marziyeh Bayati, Mohammed Dahmoune, Jean-Michel Fourneau, Nihal Pekergin, Dimitrios Vekris

Keywords

Related Articles

Research on Clothing Product Reviews Mining Based on the Maximum Entropy

this paper excavated the review theme of clothing products by method of association rules, and built a maximum entropy model for the reviews classification. Then this paper did experimental verification to large-scale cl...

Simulation Modes Of Relay Protection Devices In Networks With Insulated Neutral

This program was developed as a universal model of typical devices for protecting electrical networks with insulated neutral. Imitation experiments are executed by the design of working operating and emergency modes. It...

Estimation Of Electrical Equipment Service

This article examines the possibility of determining the indicators for the qual-ification of personnel servicing electrical installations based on statistical data based on the frequency and duration of the work carried...

Design and Simulation of a Low-Actuation-Voltage MEMS Switch

This paper presents a low-actuation-voltage micro-electro-mechanical system (MEMS) capacitive shunt switch which has a very large bandwidth (4 GHz to 24 GHz). In this work, the isolation of MEMS switch is improved by add...

Solar Tilt Angle Optimization of PV Systems for Different Case Studies

The evolution of solar photovoltaic systems (PV) in the last decade has been marvellous around the world. This growing in using of PV technique hinge on the electrical load profile that required to be covered and the rat...

Download PDF file
  • EP ID EP45156
  • DOI http://dx.doi.org/10.4108/eai.14-12-2015.2262652
  • Views 254
  • Downloads 0

How To Cite

Marziyeh Bayati, Mohammed Dahmoune, Jean-Michel Fourneau, Nihal Pekergin, Dimitrios Vekris (2016). A tool based on traffic traces and stochastic monotonicity to analyze data centers and their energy consumption. EAI Endorsed Transactions on Energy Web, 3(10), -. https://europub.co.uk/articles/-A-45156