Autonomous Resource Assignment for Optimal Utilization in Optical Data Centre Infrastructures

A Pagès, JB Caro, F Agraz, S Spadaro - Photonics in Switching and …, 2021 - opg.optica.org
Conference title, upper and lower case, bolded, 18 point type, centered Page 1
Autonomous Resource Assignment for Optimal Utilization in Optical Data Centre …

Network-aware compute and memory allocation in optically composable data centers with deep reinforcement learning and graph neural networks

Z Shabka, G Zervas - Journal of Optical Communications and …, 2023 - opg.optica.org
Composable data center architectures promise a means of pooling resources remotely
within data centers, allowing for both more flexibility and resource efficiency underlying the …

Optimisation for Optical Data Centre Switching and Networking with Artificial Intelligence

Z Shabka - 2023 - discovery.ucl.ac.uk
Cloud and cluster computing platforms have become standard across almost every domain
of business, and their scale quickly approaches $\mathbf {O}(10^ 6) $ servers in a single …

On the challenges of optical disaggregated data center networking for ML/AI applications

S Spadaro, A Pagès, F Agraz - Next-Generation Optical …, 2024 - spiedigitallibrary.org
The rising of applications with intense requirements in data volumes, storage space and
CPU/GPU utilization, such as Machine Learning/Artificial Intelligence (ML/AI) applications …

Efficient resource allocation for data centers with dynamic optical network infrastructure

K Kontodimas - 2023 - didaktorika.gr
We investigate resource orchestration in a data center interconnection network, which relies
on hybrid electro-optical top-of-rack switches to interconnect servers over multi-wavelength …

Resource orchestration in SDN-based future optical data centres

S Spadaro, A Pagès, F Agraz… - … on Optical Network …, 2016 - ieeexplore.ieee.org
Data center (DC) infrastructures are a key element for nowadays Internet and cloud services.
Due to the increase of traffic that DCs have to manage, optical-based network architectures …

Virtual infrastructures as a service enabling converged optical networks and data centres

JF Riera, A Tzanakaki, AF Antonescu… - Optical Switching and …, 2014 - Elsevier
Cloud computing service emerged as an essential component of the Enterprise IT
infrastructure. Migration towards a full range and large-scale convergence of Cloud and …

Machine Learning Assisted Optical Network Resource Scheduling in Data Center Networks

H Guo, C Wang, Y Tang, Y Zhu, J Wu, Y Zuo - … IFIP Conference on Optical …, 2019 - Springer
Parallel computing allows us to process incredible amounts of data in a timely manner by
distributing the workload across multiple nodes and executing computation simultaneously …

Cloudnetsim++: A toolkit for data center simulations in omnet++

AW Malik, K Bilal, K Aziz, D Kliazovich… - 2014 11th Annual …, 2014 - ieeexplore.ieee.org
With the availability of low cost, on demand, and pay-as-you-go model based utility
computing services offered by clouds, multiple businesses consider moving their services to …

On the benefits of optical disaggregated datacentre infrastructures for machine learning applications

F Agraz Bujan, S Spadaro - … (ECOC 2023): 1-5 Oct. 2023, 2023 - upcommons.upc.edu
ML applications present time varying requirements that should be accounted for an
optimized deployment. We evaluate the benefits of disaggregated DC infrastructures for …