Towards an energy-efficient Data Center Network based on deep reinforcement learning

Y Wang, Y Li, T Wang, G Liu - Computer networks, 2022 - Elsevier
Abstract Data Center Network (DCN) plays a crucial role in orchestrating the physical or
virtual resources in data centers to meet the requirements of Internet of Things and Cloud …

Performance-aware energy saving for data center networks

M Al-Tarazi, JM Chang - IEEE Transactions on Network and …, 2019 - ieeexplore.ieee.org
Today's data center networks (DCNs) tend to have tens to hundreds of thousands of servers
that provide massive and sophisticated services. The architectural design of DCNs are …

Achieving energy efficiency in data centers using an artificial intelligence abstraction model

T Wang, Y Xia, J Muppala… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Today's data center networks are usually over-provisioned for peak workloads. This leads to
a great waste of energy since in practice traffic rarely ever hits peak capacity resulting in the …

Efficient techniques for energy saving in data center networks

Z Chkirbene, A Gouissem, R Hadjidj, S Foufou… - Computer …, 2018 - Elsevier
Data centers are constructed with a huge number of network devices to support the
expanding cloud based services. These devices are used to achieve the highest …

PTNet: An efficient and green data center network

E Baccour, S Foufou, R Hamila, Z Tari… - Journal of Parallel and …, 2017 - Elsevier
In recent years, data centers have witnessed an exponential growth for hosting hundreds of
thousands of servers as well as to accommodating a very large demand for resources. To …

A general framework for performance guaranteed green data center networking

T Wang, Y Xia, J Muppala, M Hamdi… - 2014 IEEE Global …, 2014 - ieeexplore.ieee.org
From the perspective of resource allocation and routing, this paper aims to save as much
energy as possible in data center networks. We present a general framework, based on the …

Network-aware energy saving multi-objective optimization in virtualized data centers

M Al-Tarazi, JM Chang - Cluster Computing, 2019 - Springer
With the current growth of data centers, improving energy saving is becoming more
important to cloud service providers. The data centers architectural design and the …

Achieving energy efficiency in data centers with a performance-guaranteed power aware routing

E Baccour, S Foufou, R Hamila, Z Tari - Computer Communications, 2017 - Elsevier
Nowadays, data centers are designed to offer the highest performance in case of high traffic
load and peak utilisation of the network. However, in a realistic data center environment, the …

[图书][B] Energy Efficiency in Data Centers and Clouds

S Namasudra, H Sarbazi-Azad - 2016 - books.google.com
Advances in Computers carries on a tradition of excellence, presenting detailed coverage of
innovations in computer hardware, software, theory, design, and applications. The book …

Communication-awareness for energy-efficiency in datacenters

SM Nabavinejad, M Goudarzi - Advances in Computers, 2016 - Elsevier
With the proliferation of cloud computing concept, the datacenters, as the basic infrastructure
for cloud computing, have gained an ever-growing attention during the last decade. Energy …