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 …

Resource management in clouds: Survey and research challenges

B Jennings, R Stadler - Journal of Network and Systems Management, 2015 - Springer
Resource management in a cloud environment is a hard problem, due to: the scale of
modern data centers; the heterogeneity of resource types and their interdependencies; the …

[PDF][PDF] 虚拟化云计算平台的能耗管理

叶可江, 吴朝晖, 姜晓红, 何钦铭 - 2012 - cjc.ict.ac.cn
摘要数据中心的高能耗是一个亟待解决的问题. 近年来, 虚拟化技术和云计算模式快速发展起来,
因其具有资源利用率高, 管理灵活, 可扩展性好等优点, 未来的数据中心将广泛采用虚拟化技术和 …

Energy-efficient adaptive resource management for real-time vehicular cloud services

M Shojafar, N Cordeschi… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Providing real-time cloud services to Vehicular Clients (VCs) must cope with delay and
delay-jitter issues. Fog computing is an emerging paradigm that aims at distributing small …

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 …

Where is the energy spent inside my app? Fine Grained Energy Accounting on Smartphones with Eprof

A Pathak, YC Hu, M Zhang - Proceedings of the 7th ACM european …, 2012 - dl.acm.org
Where is the energy spent inside my app? Despite the immense popularity of smartphones
and the fact that energy is the most crucial aspect in smartphone programming, the answer …

Machine learning (ML)-centric resource management in cloud computing: A review and future directions

T Khan, W Tian, G Zhou, S Ilager, M Gong… - Journal of Network and …, 2022 - Elsevier
Cloud computing has rapidly emerged as a model for delivering Internet-based utility
computing services. Infrastructure as a Service (IaaS) is one of the most important and …

Cloud computing: Survey on energy efficiency

T Mastelic, A Oleksiak, H Claussen, I Brandic… - Acm computing surveys …, 2014 - dl.acm.org
Cloud computing is today's most emphasized Information and Communications Technology
(ICT) paradigm that is directly or indirectly used by almost every online user. However, such …

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 …

Workload forecasting and energy state estimation in cloud data centres: ML-centric approach

T Khan, W Tian, S Ilager, R Buyya - Future Generation Computer Systems, 2022 - Elsevier
Resource management in data centres continues to be a critical problem due to increased
infrastructure complexity and dynamic workload conditions. Workload and energy …