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 …

Containerized microservices orchestration and provisioning in cloud computing: A conceptual framework and future perspectives

A Saboor, MF Hassan, R Akbar, SNM Shah, F Hassan… - Applied Sciences, 2022 - mdpi.com
Cloud computing is a rapidly growing paradigm which has evolved from having a monolithic
to microservices architecture. The importance of cloud data centers has expanded …

Data-driven flexibility assessment for internet data center towards periodic batch workloads

Y Cao, M Cheng, S Zhang, H Mao, P Wang, C Li… - Applied Energy, 2022 - Elsevier
Considering its unique operational and power consumption characteristics, internet data
center (IDC) has been intensively investigated as a promising candidate to provide flexibility …

A taxonomy and survey of power models and power modeling for cloud servers

W Lin, F Shi, W Wu, K Li, G Wu… - ACM Computing Surveys …, 2020 - dl.acm.org
Due to the increasing demand of cloud resources, the ever-increasing number and scale of
cloud data centers make their massive power consumption a prominent issue today …

Workload management for air-cooled data centers: An energy and exergy based approach

R Gupta, H Moazamigoodarzi, SM MirhoseiniNejad… - Energy, 2020 - Elsevier
The energy required to cool an air-cooled data center (DC) contributes significantly to the
cost of operation, which is further exacerbated due to a poor choice of cooling architecture …

An artificial neural network approach to power consumption model construction for servers in cloud data centers

W Lin, G Wu, X Wang, K Li - IEEE Transactions on Sustainable …, 2019 - ieeexplore.ieee.org
The power consumption estimation or prediction of cloud servers is the basis of energy-
aware scheduling to realize energy saving in cloud datacenters. The existing works are …

Enabling rank-based distribution of microservices among containers for green cloud computing environment

A Saboor, AK Mahmood, AH Omar, MF Hassan… - Peer-to-Peer Networking …, 2022 - Springer
Microservices architecture is a functional software design methodology that promises the
redefinition of the architectural style that aims to create a single application as a suite of tiny …

Analyzing the impact of cpu pinning and partial cpu loads on performance and energy efficiency

A Podzimek, L Bulej, LY Chen… - 2015 15th IEEE/ACM …, 2015 - ieeexplore.ieee.org
While workload collocation is a necessity to increase energy efficiency of contemporary multi-
core hardware, it also increases the risk of performance anomalies due to workload …