Network planning with deep reinforcement learning
Network planning is critical to the performance, reliability and cost of web services. This
problem is typically formulated as an Integer Linear Programming (ILP) problem. Today's …
problem is typically formulated as an Integer Linear Programming (ILP) problem. Today's …
[HTML][HTML] Optimization of multiple PON deployment costs and comparison between GPON, XGPON, NGPON2 and UDWDM PON
In this paper we propose an optimization framework for multiple deployment of PON in a
wide region with very large number of users, with different bit rate demands, serviced by …
wide region with very large number of users, with different bit rate demands, serviced by …
Optimal virtual machine placement in large-scale cloud systems
In this work, we focus on the problem of virtual machines (VMs) placement in geographically
distributed data centers. We consider communicating VMs assigned to data centers that are …
distributed data centers. We consider communicating VMs assigned to data centers that are …
Optical network resource management supporting physical layer reconfiguration
K Ishii, A Takefusa, S Namiki, T Kudoh - Journal of Lightwave …, 2019 - opg.optica.org
To cope with the capacity increase and diversification of information services, enhancing
efficiency, flexibility, and agility in optical transport networks is becoming increasingly …
efficiency, flexibility, and agility in optical transport networks is becoming increasingly …
Topology Bench: systematic graph-based benchmarking for core optical networks
Topology Bench is a comprehensive topology dataset designed to accelerate benchmarking
studies in optical networks. The dataset, focusing on core optical networks, comprises …
studies in optical networks. The dataset, focusing on core optical networks, comprises …
Cost-efficient fiber connection topology design for metropolitan area WDM networks
In this paper, we provide some analytical insights into physical architectures that can serve
as benchmarks for designing a cost-efficient WDM metropolitan area network (MAN). For …
as benchmarks for designing a cost-efficient WDM metropolitan area network (MAN). For …
Exploiting relocation to reduce network dimensions of resilient optical grids
J Buysse, M De Leenheer, C Develder… - 2009 7th International …, 2009 - ieeexplore.ieee.org
Optical grids are widely deployed to solve complex problems we are facing today. An
important aspect of the supporting network is resiliency ie the ability to overcome network …
important aspect of the supporting network is resiliency ie the ability to overcome network …
Providing resiliency for optical grids by exploiting relocation: A dimensioning study based on ILP
J Buysse, M De Leenheer, B Dhoedt… - Computer …, 2011 - Elsevier
Grids use a form of distributed computing to tackle complex computational and data
processing problems scientists are presented with today. When designing an (optical) …
processing problems scientists are presented with today. When designing an (optical) …
Attack-aware resource planning and sparse monitor placement in optical networks
D Monoyios, K Manousakis, C Christodoulou… - Optical Switching and …, 2018 - Elsevier
This work presents joint optimization algorithms for lightpath establishment as well as sparse
placement of optical performance monitoring (OPM) equipment in optical networks. OPMs …
placement of optical performance monitoring (OPM) equipment in optical networks. OPMs …
A near-optimal solution approach for the multi-hop traffic grooming problem
A Balma, NB Hadj-Alouane… - Journal of Optical …, 2011 - opg.optica.org
In this paper we consider a capacity sizing and routing problem in synchronous digital
hierarchy/wavelength division multiplexing networks with nodes having switching …
hierarchy/wavelength division multiplexing networks with nodes having switching …