Demand-Response power management strategy using time shifting capabilities


Abstract:

Energy efficiency is an important concern in the operation and deployment of the communications networks and cloud computing services, and due to the rising energy consumption, demand-response strategies are envisioned as promising alternatives. Despite the fact that many works have been proposed to improve the energy efficiency, these techniques and mechanisms do not consider the dynamic behavior of the energy generation or the possibility of rescheduling the energy loads according to the amount of available energy, moreover these proposals are mostly focused on reducing energy consumption. In this context, this paper presents a novel strategy in which the data centers, at the core of the network infrastructure, services and innovations, perform the power management by fostering the cooperation of consumers to adapt the energy demands to the available power. In this demand-response approach, data centers as power managers, are responsible for executing algorithms that allows to obtain the optimal scheduling of tasks in time. This proactive bkp_redistribution of demands aims to maximize the full available power utilization and minimize power waste. The proposed strategy is developed to find the exact solution using brute force algorithms based on a combinatorial algorithm, in order to be able to develop future heuristics for practical implementations. Simulations results validate its performance, while demonstrating improvements in the use of power and in the execution of tasks.

Año de publicación:

2018

Keywords:

  • Demand Response
  • Energy efficiency
  • energy management
  • Green data centers
  • Exact optimal solution

Fuente:

scopusscopus
googlegoogle

Tipo de documento:

Conference Object

Estado:

Acceso restringido

Áreas de conocimiento:

  • Energía
  • Energía
  • Energía

Áreas temáticas:

  • Física aplicada
  • Economía de la tierra y la energía