Data center energy consumption modeling: A survey

M Dayarathna, Y Wen, R Fan - IEEE Communications surveys …, 2015 - ieeexplore.ieee.org
Data centers are critical, energy-hungry infrastructures that run large-scale Internet-based
services. Energy consumption models are pivotal in designing and optimizing energy …

A review of data centers energy consumption and reliability modeling

KMU Ahmed, MHJ Bollen, M Alvarez - IEEE access, 2021 - ieeexplore.ieee.org
Enhancing the efficiency and the reliability of the data center are the technical challenges for
maintaining the quality of services for the end-users in the data center operation. The energy …

A review of power consumption models of servers in data centers

C Jin, X Bai, C Yang, W Mao, X Xu - applied energy, 2020 - Elsevier
This study provides an overview of power consumption models of servers in data centers.
The server is the basic unit of both power and heat flow paths; therefore, its power …

Maximizing throughput of overprovisioned hpc data centers under a strict power budget

O Sarood, A Langer, A Gupta… - SC'14: Proceedings of the …, 2014 - ieeexplore.ieee.org
Building future generation supercomputers while constraining their power consumption is
one of the biggest challenges faced by the HPC community. For example, US Department of …

Online user allocation in mobile edge computing environments: A decentralized reactive approach

C Wu, Q Peng, Y Xia, Y Ma, W Zheng, H Xie… - Journal of Systems …, 2021 - Elsevier
As a newly emerging computing paradigm, mobile edge computing (MEC) can energize
novel mobile applications, especially the ultra-latency-sensitive ones, by providing powerful …

Broadcast on demand: Efficient and timely dissemination of data in mobile environments

P Xuan, S Sen, O Gonzalez… - … Third IEEE Real …, 1997 - ieeexplore.ieee.org
The demand for efficient scalable and cost effective mobile information access systems is
rapidly growing. Radiofrequency broadcast plays a major role in mobile computing, and …

[HTML][HTML] Prediction of overall energy consumption of data centers in different locations

Y Zhang, J Liu - Sensors, 2022 - mdpi.com
The use of big data leads to higher demands for hyperscale data centers (HDCs) in terms of
the scale and quantity required for data storage and processing. Before the construction of …

Performance and energy aware cluster-level scheduling of compute-intensive jobs with unknown service times

S Zikos, HD Karatza - Simulation Modelling Practice and Theory, 2011 - Elsevier
In this paper we examine three local resource allocation policies, which are based on
shortest queue, in a cluster with heterogeneous servers. Two of them are optimized for …

Predictable GPUs frequency scaling for energy and performance

K Fan, B Cosenza, B Juurlink - … of the 48th International Conference on …, 2019 - dl.acm.org
Dynamic voltage and frequency scaling (DVFS) is an important solution to balance
performance and energy consumption, and hardware vendors provide management …

Coordinated optimal scheduling of integrated energy system for data center based on computing load shifting

J Wang, H Deng, Y Liu, Z Guo, Y Wang - Energy, 2023 - Elsevier
High-efficiency uninterruptable power supplies and sustainable energy systems are
essential to realize data centers more sustainable and environmentally friendly. Considering …