A novel traffic prediction method using machine learning for energy efficiency in service provider networks

F Rau, I Soto, D Zabala-Blanco, C Azurdia-Meza, M Ijaz… - Sensors, 2023 - mdpi.com
This paper presents a systematic approach for solving complex prediction problems with a
focus on energy efficiency. The approach involves using neural networks, specifically …

Green multi-stage upgrade for bundled-links SDN/OSPF-ECMP networks

L Hiryanto, S Soh, KW Chin, DS Pham… - ICC 2021-IEEE …, 2021 - ieeexplore.ieee.org
This paper considers the problem of upgrading a legacy network into a Software Defined
Network (SDN) over multiple stages and maximizing energy saving (ES) in the resulting …

Adaptive Frame Coalescing in Energy Efficient Ethernet with Model Predictive Control and Queuing Theory

O Gursoy, N Akar - IEEE Transactions on Green …, 2024 - ieeexplore.ieee.org
Frame coalescing is a well-established technique which manages the low power idle (LPI)
mode supported by energy efficient Ethernet (EEE) interfaces. Frame coalescing enables …

Multi-path routing in green multi-stage upgrade for bundled-links SDN/OSPF-ECMP networks

L Hiryanto, S Soh, KW Chin, DS Pham… - IEEE …, 2021 - ieeexplore.ieee.org
This paper considers the novel problem of upgrading a legacy network into a Software
Defined Network (SDN) over multiple stages and saving energy in the upgraded network, or …

Implementing energy saving algorithms for ethernet link aggregates with ONOS

P Fondo-Ferreiro, M Rodríguez-Pérez… - … on Software Defined …, 2018 - ieeexplore.ieee.org
During the last few years, there has been plenty of research for reducing energy
consumption in telecommunication infrastructure. However, many of the proposals remain …

Green Multistage Upgrade of Switches and Controllers for Bundled-Links SDNs

H Lely, S Soh, KW Chin, DS Pham… - IEEE Access, 2022 - ieeexplore.ieee.org
The switches in legacy networks perform both control and data forwarding operations. In
contrast, in a software defined network (SDN), a controller is responsible for network control …

Matching SDN and legacy networking hardware for energy efficiency and bounded delay

P Fondo-Ferreiro, M Rodríguez-Pérez… - Sensors, 2018 - mdpi.com
Both economic and environmental costs are driving much research in the area of the energy
efficiency of networking equipment. This research has produced a great amount of …

Modeling energy saving mechanism for green routers

GR Liu, P Lin, MK Awad - IEEE Transactions on Green …, 2018 - ieeexplore.ieee.org
The rapidly growing energy consumption of the Internet core network has been a growing
concern. In this respect, we have proposed a distributed and load adaptive energy saving …

Green multi-stage upgrade for bundled-link SDNs with budget constraint

L Hiryanto, S Soh, KW Chin… - 2019 29th International …, 2019 - ieeexplore.ieee.org
Upgrading a legacy network into a Software Defined Network (SDN) in stages, and
minimizing the energy consumption of a network are now of great interests to operators. To …

M/M/1 model of Energy-Efficient Ethernet with byte-based coalescing

N Maksić, M Bjelica - Annals of Telecommunications, 2020 - Springer
Communication networks have been recognized as substantial energy consumer. However,
the ubiquity of Ethernet links provides opportunity for energy savings with Energy-Efficient …