Roberto Proietti
Orcid: 0000-0001-6378-7005
According to our database1,
Roberto Proietti
authored at least 90 papers
between 2010 and 2024.
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Bibliography
2024
Environmental Surveillance through Machine Learning-Empowered Utilization of Optical Networks.
Sensors, May, 2024
Earthquake Early Warning through Terrestrial Optical Networks: A Bi-GRU Attention Model Approach on SOP Data.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024
HPC Systems with Reconfigurable Optical Networks: Performance and Energy Consumption Exploration.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024
Proceedings of the 24th International Conference on Transparent Optical Networks, 2024
2023
Detection and Localization of Metropolitan Anthropic Activities by SOP Monitoring of IM-DD Optical Data Channels.
Proceedings of the International Conference on Photonics in Switching and Computing, 2023
Experimental Assessment of Reversibility-Aware Deep Reinforcement Learning for Optical Data Center Network Reconfiguration.
Proceedings of the International Conference on Optical Network Design and Modeling, 2023
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023
Detection, Localization and Emulation of Environmental Activities Using SOP Monitoring of IMDD Optical Data Channels.
Proceedings of the 23rd International Conference on Transparent Optical Networks, 2023
2022
SL-Hyper-FleX: a cognitive and flexible-bandwidth optical datacom network by self-supervised learning [Invited].
JOCN, 2022
IEEE Commun. Mag., 2022
LLM: Realizing Low-Latency Memory by Exploiting Embedded Silicon Photonics for Irregular Workloads.
Proceedings of the High Performance Computing - 37th International Conference, 2022
Proceedings of the International Conference on Optical Network Design and Modeling, 2022
Which can Accelerate Distributed Machine Learning Faster: Hybrid Optical/Electrical or Optical Reconfigurable DCN?
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022
Multi-Cluster Reconfiguration with Traffic Prediction in Hyper-Flex-LION Architecture.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022
Photonic Interferometric Imager with monolithic silicon CMOS photonic integrated circuits.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022
When Task Scheduling Meets Flexible-bandwidth Optical Interconnects: A Cross-layer Resource Orchestration Design.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022
2021
IEEE Trans. Netw. Serv. Manag., 2021
A Multi-Task-Learning-Based Transfer Deep Reinforcement Learning Design for Autonomic Optical Networks.
IEEE J. Sel. Areas Commun., 2021
Performance studies of evolutionary transfer learning for end-to-end QoT estimation in multi-domain optical networks [Invited].
JOCN, 2021
Machine-learning-aided cognitive reconfiguration for flexible-bandwidth HPC and data center networks [Invited].
JOCN, 2021
Izhikevich-Inspired Optoelectronic Neurons with Excitatory and Inhibitory Inputs for Energy-Efficient Photonic Spiking Neural Networks.
CoRR, 2021
Proceedings of the High Performance Computing - 36th International Conference, 2021
Proceedings of the OptSys '21: Proceedings of the ACM SIGCOMM 2021 Workshop on Optical Systems, 2021
Energy-efficient and Scalable Data Centers with Flexible Bandwidth SiPh All-to-All Fabrics.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021
Machine-Learning-Aided Bandwidth and Topology Reconfiguration for Optical Data Center Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021
Analysis of the Hardware Imprecisions for Scalable and Compact Photonic Tensorized Neural Networks.
Proceedings of the European Conference on Optical Communication, 2021
First Demonstration of Monolithic Silicon Photonic Integrated Circuit 32×32 Thin-CLOS AWGR for All-to-All Interconnections.
Proceedings of the European Conference on Optical Communication, 2021
2020
ERON: an energy-efficient and elastic RF-optical architecture for mmWave 5G radio access networks.
JOCN, 2020
IEICE Trans. Commun., 2020
Architecture and performance studies of 3D-Hyper-FleX-LION for reconfigurable all-to-all HPC networks.
Proceedings of the International Conference for High Performance Computing, 2020
Towards Self-Driving Optical Networking with Reinforcement Learning and Knowledge Transferring.
Proceedings of the 2020 International Conference on Optical Network Design and Modeling, 2020
Integrated SiPh Flex-LIONS Module for All-to-All Optical Interconnects with Bandwidth Steering.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020
Wavelength-Space Domain High-Throughput Artificial Neural Networks by Parallel Photoelectric Matrix Multiplier.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020
Exploiting Multi-Task Learning to Achieve Effective Transfer Deep Reinforcement Learning in Elastic Optical Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020
2019
On Incentive-Driven VNF Service Chaining in Inter-Datacenter Elastic Optical Networks: A Hierarchical Game-Theoretic Mechanism.
IEEE Trans. Netw. Serv. Manag., 2019
Experimental Demonstration of Machine-Learning-Aided QoT Estimation in Multi-Domain Elastic Optical Networks with Alien Wavelengths.
JOCN, 2019
Enabling Scalable Disintegrated Computing Systems With AWGR-Based 25D Interconnection Networks.
JOCN, 2019
DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks.
CoRR, 2019
IEEE Commun. Mag., 2019
Flex-LIONS: A Scalable Silicon Photonic Bandwidth-Reconfigurable Optical Switch Fabric.
Proceedings of the 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC), 2019
Experimental Demonstration of mmWave Multi-Beam Forming by SiN Photonic Integrated Circuits for Elastic RF-Optical Networking.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019
Multi-Agent Deep Reinforcement Learning in Cognitive Inter-Domain Networking with Multi-Broker Orchestration.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019
2018
JOCN, 2018
Experimental Demonstration of a 64-Port Wavelength Routing Thin-CLOS System for Data Center Switching Architectures.
JOCN, 2018
Leveraging Mixed-Strategy Gaming to Realize Incentive-Driven VNF Service Chain Provisioning in Broker-Based Elastic Optical Inter-Datacenter Networks.
JOCN, 2018
Knowledge-Based Autonomous Service Provisioning in Multi-Domain Elastic Optical Networks.
IEEE Commun. Mag., 2018
Experimental Demonstration of Cognitive Provisioning and Alien Wavelength Monitoring in Multi-domain EON.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018
First Demonstration of FPGA-based Hitless Flexible Receiver with Blind Modulation Format Identification.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018
The First Testbed Demonstration of Cognitive End-to-End Optical Service Provisioning with Hierarchical Learning across Multiple Autonomous Systems.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018
Deep-RMSA: A Deep-Reinforcement-Learning Routing, Modulation and Spectrum Assignment Agent for Elastic Optical Networks.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018
Towards Energy-Efficient High-Throughput Photonic NoCs for 2.5D Integrated Systems: A Case for AWGRs.
Proceedings of the Twelfth IEEE/ACM International Symposium on Networks-on-Chip, 2018
AWGR-based optical processor-to-memory communication for low-latency, low-energy vault accesses.
Proceedings of the International Symposium on Memory Systems, 2018
Experimental Demonstration of Flex-LIONS for Reconfigurable All-to-All Optical Interconnects.
Proceedings of the European Conference on Optical Communication, 2018
On Real-Time and Self-Taught Anomaly Detection in Optical Networks Using Hybrid Unsupervised/Supervised Learning.
Proceedings of the European Conference on Optical Communication, 2018
2017
Survey of Photonic Switching Architectures and Technologies in Support of Spatially and Spectrally Flexible Optical Networking [Invited].
JOCN, 2017
Low-loss on-chip prism-waveguide coupler to high-Q micro-resonator and optical frequency comb generation.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017
Experimental assessment of degradation-triggered reconfiguration in optically interconnected cloud-RAN.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017
Design and Evaluation of AWGR-Based Photonic NoC Architectures for 2.5D Integrated High Performance Computing Systems.
Proceedings of the 2017 IEEE International Symposium on High Performance Computer Architecture, 2017
Experimental Demonstration of Elastic RF-Optical Networking (ERON) for 5G mm-wave Systems.
Proceedings of the European Conference on Optical Communication, 2017
Fast and Hitless Topology Management of AWGR-Based Optical Networking for Data Centers.
Proceedings of the European Conference on Optical Communication, 2017
Leveraging Deep Learning to Achieve Knowledge-based Autonomous Service Provisioning in Broker-based Multi-Domain SD-EONs with Proactive and Intelligent Predictions of Multi-Domain Traffic.
Proceedings of the European Conference on Optical Communication, 2017
2016
Elastic Optical Networking by Dynamic Optical Arbitrary Waveform Generation and Measurement.
JOCN, 2016
Experimental demonstration of heterogeneous cross stratum broker for scientific applications.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016
Proceedings of the Second International Symposium on Memory Systems, 2016
2015
Hi-LION: Hierarchical Large-Scale Interconnection Optical Network With AWGRs [Invited].
JOCN, 2015
IEEE Commun. Mag., 2015
Field trial of broker-based multi-domain software-defined heterogeneous wireline-wireless-optical networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2015
2014
Software defined elastic optical networking in temporal, spectral, and spatial domains.
Photonic Netw. Commun., 2014
Demonstration of orbital angular momentum state conversion using two hybrid 3D photonic integrated circuits.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2014
Scalable and distributed optical interconnect architecture based on AWGR for HPC and data centers.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2014
A novel SDN enabled hybrid optical packet/circuit switched data centre network: The LIGHTNESS approach.
Proceedings of the European Conference on Networks and Communications, 2014
Demonstration of scalable, flat, and high-throughput data center architecture based on arrayed waveguide grating routers.
Proceedings of the European Conference on Optical Communication, 2014
Experimental demonstration of dynamic flexible bandwidth optical data center network with all-to-all interconnectivity.
Proceedings of the European Conference on Optical Communication, 2014
2013
All-optical packet/circuit switching-based data center network for enhanced scalability, latency, and throughput.
IEEE Netw., 2013
IEEE J. Sel. Areas Commun., 2013
Spectrum defragmentation algorithms for elastic optical networks using hitless spectrum retuning techniques.
Proceedings of the 2013 Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), 2013
Proceedings of the 2013 Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), 2013
Demonstration of multi-channel hitless defragmentation with fast auto-tracking coherent RX LOs.
Proceedings of the 2013 Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), 2013
Scalability and performance of a distributed AWGR-based all-optical token interconnect architecture.
Proceedings of the 2013 Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), 2013
Elastic optical networking and low-latency high-radix optical switches for future cloud computing.
Proceedings of the International Conference on Computing, Networking and Communications, 2013
2011
JOCN, 2011
2010
Proceedings of the 2010 ACM/IEEE Symposium on Architecture for Networking and Communications Systems, 2010