Roberto Proietti

Orcid: 0000-0001-6378-7005

According to our database1, Roberto Proietti authored at least 86 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Quantum Wrapper Networking.
IEEE Commun. Mag., 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

Demonstration of Quantum Channel Monitoring via Quantum Wrappers.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

MAESTRO: MAke-bEfore-break StraTegy for Reconfiguration in Optical Datacenters.
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

Automating Optical Network Fault Management with Machine Learning.
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

Machine-Learning-Aided Dynamic Reconfiguration in Optical DC/HPC Networks (Invited).
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
Cooperative Learning for Disaggregated Delay Modeling in Multidomain Networks.
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

HTA: A Scalable High-Throughput Accelerator for Irregular HPC Workloads.
Proceedings of the High Performance Computing - 36th International Conference, 2021

Reconfigurable Optical Datacom Networks by Self-supervised Learning.
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

Performance Studies of 3D-Hyper-FleX-LION for HPC Applications.
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

Flex-LIONS: A Silicon Photonic Bandwidth-Reconfigurable Optical Switch Fabric.
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

Evol-TL: Evolutionary Transfer Learning for QoT Estimation in Multi-Domain Networks.
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

Building Autonomic Elastic Optical Networks with Deep Reinforcement Learning.
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
Soft Failure Localization During Commissioning Testing and Lightpath Operation.
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

mmWave Beamforming using Photonic Signal Processing for Future 5G Mobile Systems.
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
Software Defined Elastic Optical Networks for Cloud Computing.
IEEE Netw., 2017

Meeting the Requirements to Deploy Cloud RAN Over Optical Networks.
JOCN, 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

Bit-parallel all-to-all and flexible AWGR-based optical interconnects.
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

Photonic Interconnects for Interposer-based 2.5D/3D Integrated Systems on a Chip.
Proceedings of the Second International Symposium on Memory Systems, 2016

2015
Hi-LION: Hierarchical Large-Scale Interconnection Optical Network With AWGRs [Invited].
JOCN, 2015

3D elastic optical networking in the temporal, spectral, and spatial domains.
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


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

Adaptive Spectrum Control and Management in Elastic Optical Networks.
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

All-optical phase conjugation using a 90 degree optical hybrid and nested SOA-MZIs.
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
Buffering and Flow Control in Optical Switches for High Performance Computing.
JOCN, 2011

2010
DOS: a scalable optical switch for datacenters.
Proceedings of the 2010 ACM/IEEE Symposium on Architecture for Networking and Communications Systems, 2010


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