Albert Cabellos-Aparicio

Orcid: 0000-0001-9329-7584

Affiliations:
  • Polytechnic University of Catalonia


According to our database1, Albert Cabellos-Aparicio authored at least 172 papers between 2002 and 2023.

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Bibliography

2023
RouteNet-Fermi: Network Modeling With Graph Neural Networks.
IEEE/ACM Trans. Netw., December, 2023

Publish/Subscribe Functionality for the Locator/ID Separation Protocol (LISP).
RFC, August, 2023

RiskNet: Neural Risk Assessment in Networks of Unreliable Resources.
J. Netw. Syst. Manag., July, 2023

Bayesian inference of spatial and temporal relations in AI patents for EU countries.
Scientometrics, June, 2023

Workload Characterization and Traffic Analysis for Reconfigurable Intelligent Surfaces Within 6G Wireless Systems.
IEEE Trans. Mob. Comput., May, 2023

MAGNNETO: A Graph Neural Network-Based Multi-Agent System for Traffic Engineering.
IEEE Trans. Cogn. Commun. Netw., April, 2023

Graph Neural Networks for Communication Networks: Context, Use Cases and Opportunities.
IEEE Netw., 2023

Building a Graph-based Deep Learning network model from captured traffic traces.
CoRR, 2023

Topological Graph Signal Compression.
CoRR, 2023

GraphCC: A Practical Graph Learning-based Approach to Congestion Control in Datacenters.
CoRR, 2023

Leveraging Spatial and Temporal Correlations for Network Traffic Compression.
CoRR, 2023

Multi-channel Medium Access Control Protocols for Wireless Networks within Computing Packages.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Detecting Contextual Network Anomalies with Graph Neural Networks.
Proceedings of the 2nd on Graph Neural Networking Workshop 2023, 2023

Topological Network Traffic Compression.
Proceedings of the 2nd on Graph Neural Networking Workshop 2023, 2023

Atom: Neural Traffic Compression with Spatio-Temporal Graph Neural Networks.
Proceedings of the 2nd on Graph Neural Networking Workshop 2023, 2023

Enhancing 5G Radio Planning with Graph Representations and Deep Learning.
Proceedings of the 3rd ACM Workshop on 5G and Beyond Network Measurements, 2023

2022
Locator/ID Separation Protocol Security (LISP-SEC).
RFC, October, 2022

Locator/ID Separation Protocol (LISP) Control Plane.
RFC, October, 2022

The Locator/ID Separation Protocol (LISP).
RFC, October, 2022

An Architectural Introduction to the Locator/ID Separation Protocol (LISP).
RFC, October, 2022

Multiwideband Terahertz Communications Via Tunable Graphene-Based Metasurfaces in 6G Networks: Graphene Enables Ultimate Multiwideband THz Wavefront Control.
IEEE Veh. Technol. Mag., 2022

Unveiling the potential of Graph Neural Networks for robust Intrusion Detection.
SIGMETRICS Perform. Evaluation Rev., 2022

Proximal Policy Optimization with Graph Neural Networks for Optimal Power Flow.
CoRR, 2022

A Reflection on the Organic Growth of the Internet Protocol Stack.
CoRR, 2022

RouteNet-Erlang: A Graph Neural Network for Network Performance Evaluation.
CoRR, 2022

Digital Twin Network: Opportunities and Challenges.
CoRR, 2022

Deep reinforcement learning meets graph neural networks: Exploring a routing optimization use case.
Comput. Commun., 2022

Building a Digital Twin for network optimization using Graph Neural Networks.
Comput. Networks, 2022

ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning.
Comput. Networks, 2022

Network Digital Twin: Context, Enabling Technologies, and Opportunities.
IEEE Commun. Mag., 2022

Accelerating Deep Reinforcement Learning for Digital Twin Network Optimization with Evolutionary Strategies.
Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022

RouteNet-Erlang: A Graph Neural Network for Network Performance Evaluation.
Proceedings of the IEEE INFOCOM 2022, 2022

FlowDT: A Flow-Aware Digital Twin for Computer Networks.
Proceedings of the IEEE International Conference on Acoustics, 2022

Unveiling the potential of graph neural networks for BGP anomaly detection.
Proceedings of the 1st International Workshop on Graph Neural Networking, 2022

Fast Traffic Engineering by Gradient Descent with Learned Differentiable Routing.
Proceedings of the 18th International Conference on Network and Service Management, 2022

Scale up your In-Memory Accelerator: Leveraging Wireless-on-Chip Communication for AIMC-based CNN Inference.
Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

2021
Radiation Pattern Prediction for Metasurfaces: A Neural Network-Based Approach.
Sensors, 2021

IGNNITION: Bridging the Gap between Graph Neural Networks and Networking Systems.
IEEE Netw., 2021

Scaling Graph-based Deep Learning models to larger networks.
CoRR, 2021

ENERO: Efficient Real-Time Routing Optimization.
CoRR, 2021

The graph neural networking challenge: a worldwide competition for education in AI/ML for networks.
Comput. Commun. Rev., 2021

Wide Area Network Autoscaling for Cloud Applications.
Proceedings of the NAI'21: Proceedings of the ACM SIGCOMM 2021 Workshop on Network-Application Integration, 2021

IGNNITION: fast prototyping of graph neural networks for communication networks.
Proceedings of the SIGCOMM '21: ACM SIGCOMM 2021 Conference, 2021

Decentralised Internet Infrastructure: Securing Inter-Domain Routing (DEMO).
Proceedings of the 2021 IEEE Conference on Computer Communications Workshops, 2021

Is Machine Learning Ready for Traffic Engineering Optimization?
Proceedings of the 29th IEEE International Conference on Network Protocols, 2021

A Control Plane for WireGuard.
Proceedings of the 30th International Conference on Computer Communications and Networks, 2021

Towards Real-Time Routing Optimization with Deep Reinforcement Learning: Open Challenges.
Proceedings of the 22nd IEEE International Conference on High Performance Switching and Routing, 2021

2020
Engineer the Channel and Adapt to it: Enabling Wireless Intra-Chip Communication.
IEEE Trans. Commun., 2020

RouteNet: Leveraging Graph Neural Networks for Network Modeling and Optimization in SDN.
IEEE J. Sel. Areas Commun., 2020

Immersive Interconnected Virtual and Augmented Reality: A 5G and IoT Perspective.
J. Netw. Syst. Manag., 2020

Error Analysis of Programmable Metasurfaces for Beam Steering.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2020

Digital Metasurface Based on Graphene: An Application to Beam Steering in Terahertz Plasmonic Antennas.
CoRR, 2020

SD-Access: Practical Experiences in Designing and Deploying Software Defined Enterprise Networks.
CoRR, 2020

Applying Graph-based Deep Learning To Realistic Network Scenarios.
CoRR, 2020

Scalability Analysis of Programmable Metasurfaces for Beam Steering.
IEEE Access, 2020

Preventing Route Leaks using a Decentralized Approach.
Proceedings of the 2020 IFIP Networking Conference, 2020

Preventing Route Leaks using a Decentralized Approach: An Experimental Evaluation.
Proceedings of the 28th IEEE International Conference on Network Protocols, 2020

SD-access: practical experiences in designing and deploying software defined enterprise networks.
Proceedings of the CoNEXT '20: The 16th International Conference on emerging Networking EXperiments and Technologies, 2020

2019
Routing in optical transport networks with deep reinforcement learning.
JOCN, 2019

Deep Reinforcement Learning meets Graph Neural Networks: An optical network routing use case.
CoRR, 2019

Exploration of Intercell Wireless Millimeter-Wave Communication in the Landscape of Intelligent Metasurfaces.
IEEE Access, 2019

Decentralized Trust in the Inter-Domain Routing Infrastructure.
IEEE Access, 2019

Unveiling the potential of Graph Neural Networks for network modeling and optimization in SDN.
Proceedings of the 2019 ACM Symposium on SDN Research, 2019

Challenging the generalization capabilities of Graph Neural Networks for network modeling.
Proceedings of the ACM SIGCOMM 2019 Conference Posters and Demos, 2019

Routing Based on Deep Reinforcement Learning in Optical Transport Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

Workload Characterization of Programmable Metasurfaces.
Proceedings of the Sixth Annual ACM International Conference on Nanoscale Computing and Communication, 2019

ABSense: Sensing Electromagnetic Waves on Metasurfaces via Ambient Compilation of Full Absorption.
Proceedings of the Sixth Annual ACM International Conference on Nanoscale Computing and Communication, 2019

Fault Tolerance in Programmable Metasurfaces: The Beam Steering Case.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Opportunistic Beamforming in Wireless Network-on-Chip.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Feature Engineering for Deep Reinforcement Learning Based Routing.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Distributed Access Control with Blockchain.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Towards more realistic network models based on Graph Neural Networks.
Proceedings of the 15th International Conference on emerging Networking EXperiments and Technologies, 2019

2018
OrthoNoC: A Broadcast-Oriented Dual-Plane Wireless Network-on-Chip Architecture.
IEEE Trans. Parallel Distributed Syst., 2018

Modeling the EM Field Distribution within a Computer Chip Package.
CoRR, 2018

Securing the Control-plane Channel and Cache of Pull-based ID/LOC Protocols.
CoRR, 2018

SDN for End-Nodes: Scenario Analysis and Architectural Guidelines.
CoRR, 2018

Terahertz Dielectric Resonator Antenna Coupled to Graphene Plasmonic Dipole.
CoRR, 2018

Medium Access Control in Wireless Network-on-Chip: A Context Analysis.
IEEE Commun. Mag., 2018

A machine learning-based approach for virtual network function modeling.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference Workshops, 2018

MAC-oriented programmable terahertz PHY via graphene-based Yagi-Uda antennas.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

Understanding the Modeling of Computer Network Delays using Neural Networks.
Proceedings of the 2018 Workshop on Big Data Analytics and Machine Learning for Data Communication Networks, 2018

Channel Characterization for Chip-scale Wireless Communications within Computing Packages.
Proceedings of the Twelfth IEEE/ACM International Symposium on Networks-on-Chip, 2018

IPchain: Securing IP Prefix Allocation and Delegation with Blockchain.
Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018

Millimeter-Wave Propagation within a Computer Chip Package.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018



ALLIANCE Project: Architecting a Knowledge-Defined 5G-Enabled Network Infrastructure.
Proceedings of the 2018 20th International Conference on Transparent Optical Networks (ICTON), 2018

2017
Study of hybrid and pure plasmonic terahertz antennas based on graphene guided-wave structures.
Nano Commun. Networks, 2017

A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization.
CoRR, 2017

Programmable Overlays via OpenOverlayRouter.
IEEE Commun. Mag., 2017

Global State, Local Decisions: Decentralized NFV for ISPs via Enhanced SDN.
IEEE Commun. Mag., 2017

Knowledge-Defined Networking.
Comput. Commun. Rev., 2017

Computing and Communications for the Software-Defined Metamaterial Paradigm: A Context Analysis.
IEEE Access, 2017

Graphene-Based terahertz antennas for area-constrained applications.
Proceedings of the 40th International Conference on Telecommunications and Signal Processing, 2017

Machine learning-based network modeling: An artificial neural network model vs a theoretical inspired model.
Proceedings of the Ninth International Conference on Ubiquitous and Future Networks, 2017

2016
Locator/ID Separation Protocol (LISP) Impact.
RFC, April, 2016

Scalability of Broadcast Performance in Wireless Network-on-Chip.
IEEE Trans. Parallel Distributed Syst., 2016

An Analytical Model for Loc/ID Mappings Caches.
IEEE/ACM Trans. Netw., 2016

Pulse interspersing in static multipath chip environments for Impulse Radio communications.
Nano Commun. Networks, 2016

Area Model and Dimensioning Guidelines of Multisource Energy Harvesting for Nano-Micro Interface.
IEEE Internet Things J., 2016

On the Scalability of Energy in Wireless RF Powered Internet of Things.
IEEE Commun. Lett., 2016

Characterization and modeling of multicast communication in cache-coherent manycore processors.
Comput. Electr. Eng., 2016

Surveying of Pure and Hybrid Plasmonic Structures Based on Graphene for Terahertz Antenna.
Proceedings of the 3rd ACM International Conference on Nanoscale Computing and Communication, 2016

A MAC protocol for Reliable Broadcast Communications in Wireless Network-on-Chip.
Proceedings of the 9th International Workshop on Network on Chip Architectures, 2016

An all-digital receiver for low power, low bit-rate applications using simultaneous wireless information and power transmission.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

On signaling power: Communications over wireless energy.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

SUNSET: Sustainable network infrastructure enabling the future Digital Society.
Proceedings of the 18th International Conference on Transparent Optical Networks, 2016

WiSync: An Architecture for Fast Synchronization through On-Chip Wireless Communication.
Proceedings of the Twenty-First International Conference on Architectural Support for Programming Languages and Operating Systems, 2016

2015
On the Area and Energy Scalability of Wireless Network-on-Chip: A Model-Based Benchmarked Design Space Exploration.
IEEE/ACM Trans. Netw., 2015

Scalability of the Channel Capacity in Graphene-Enabled Wireless Communications to the Nanoscale.
IEEE Trans. Commun., 2015

Time-Domain Analysis of Graphene-Based Miniaturized Antennas for Ultra-Short-Range Impulse Radio Communications.
IEEE Trans. Commun., 2015

Broadcast-Enabled Massive Multicore Architectures: A Wireless RF Approach.
IEEE Micro, 2015

On the scalability of LISP mappings caches.
Comput. Networks, 2015

An evolutionary path for the evolved packet system.
IEEE Commun. Mag., 2015

LISP: a southbound SDN protocol?
IEEE Commun. Mag., 2015

Multicast On-chip Traffic Analysis Targeting Manycore NoC Design.
Proceedings of the 23rd Euromicro International Conference on Parallel, 2015

Networking Challenges and Prospective Impact of Broadcast-Oriented Wireless Networks-on-Chip.
Proceedings of the 9th International Symposium on Networks-on-Chip, 2015

Scalability of Network Capacity in Nanonetworks Powered by Energy Harvesting.
Proceedings of the Second Annual International Conference on Nanoscale Computing and Communication, 2015

A Vertical Methodology for the Design Space Exploration of Graphene-enabled Wireless Communications.
Proceedings of the Second Annual International Conference on Nanoscale Computing and Communication, 2015

Location and identity privacy for LISP-MN.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Leveraging Deliberately Generated Interferences for Multi-Sensor Wireless RF Power Transmission.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014
Locator/Identifier Separation Protocol (LISP) Network Element Deployment Considerations.
RFC, April, 2014

Cooperative signal amplification for molecular communication in nanonetworks.
Wirel. Networks, 2014

N3Sim: Simulation framework for diffusion-based molecular communication nanonetworks.
Simul. Model. Pract. Theory, 2014

Energy Buffer Dimensioning Through Energy-Erlangs in Spatio-Temporal-Correlated Energy-Harvesting-Enabled Wireless Sensor Networks.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2014

Lcast: Software-defined inter-domain multicast.
Comput. Networks, 2014

Scalability-oriented multicast traffic characterization.
Proceedings of the Eighth IEEE/ACM International Symposium on Networks-on-Chip, 2014

LISP-ROAM: network-based host mobility with LISP.
Proceedings of the 9th ACM Workshop on Mobility in the Evolving Internet Architecture, 2014

Evaluating the Feasibility of Wireless Networks-on-Chip Enabled by Graphene.
Proceedings of the 2014 International Workshop on Network on Chip Architectures, 2014

Circuit area optimization in energy temporal sparse scenarios for multiple harvester powered systems.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

2013
LISP-MN: Mobile Networking Through LISP.
Wirel. Pers. Commun., 2013

Modeling and Exploiting the Relation Between Packet Losses and Hidden Traffic.
IEEE Wirel. Commun. Lett., 2013

DIRECT: A model for molecular communication nanonetworks based on discrete entities.
Nano Commun. Networks, 2013

Detection Techniques for Diffusion-based Molecular Communication.
IEEE J. Sel. Areas Commun., 2013

Graphene-enabled wireless communication for massive multicore architectures.
IEEE Commun. Mag., 2013

Area and laser power scalability analysis in photonic networks-on-chip.
Proceedings of the 17th International Conference on Optical Networking Design and Modeling, 2013

Stability metrics and criteria for path-vector routing.
Proceedings of the International Conference on Computing, Networking and Communications, 2013

Graphene-enabled Wireless Networks-on-Chip.
Proceedings of the First International Black Sea Conference on Communications and Networking, 2013

2012
Networking challenges and principles in diffusion-based molecular communication.
IEEE Wirel. Commun., 2012

fHA: A flexible and distributed Home Agent architecture for Mobile-IP based networks.
Inf. Sci., 2012

Analysis of Path-vector Routing Stability
CoRR, 2012

Stability Analysis of Path-vector Routing
CoRR, 2012

An Analytical Model for the LISP Cache Size.
Proceedings of the NETWORKING 2012, 2012

Quorum Sensing-enabled amplification for molecular nanonetworks.
Proceedings of IEEE International Conference on Communications, 2012

Implementing a BGP-free ISP core with LISP.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

Energy harvesting enabled wireless sensor networks: energy model and battery dimensioning.
Proceedings of the 7th International Conference on Body Area Networks, 2012

2011
Large-scale measurement experiments of P2P-TV systems insights on fairness and locality.
Signal Process. Image Commun., 2011

Path-vector routing stability analysis.
SIGMETRICS Perform. Evaluation Rev., 2011

Diffusion-based physical channel identification in molecular nanonetworks.
Nano Commun. Networks, 2011

Physical channel characterization for medium-range nanonetworks using flagellated bacteria.
Comput. Networks, 2011

Analysis of the impact of sampling on NetFlow traffic classification.
Comput. Networks, 2011

Exploring the Physical Channel of Diffusion-Based Molecular Communication by Simulation.
Proceedings of the Global Communications Conference, 2011

2010
Physical channel characterization for medium-range nanonetworks using catalytic nanomotors.
Nano Commun. Networks, 2010

LISP-TREE: A DNS Hierarchy to Support the LISP Mapping System.
IEEE J. Sel. Areas Commun., 2010

A collaborative P2P scheme for NAT Traversal Server discovery based on topological information.
Comput. Networks, 2010

CoreCast: How core/edge separation can help improving inter-domain live streaming.
Comput. Networks, 2010

An Experimental Evaluation of Packet-Level Measurements of Hidden Traffic Load.
Proceedings of the Wired/Wireless Internet Communications, 8th International Conference, 2010

Practical design constraints for measuring utilization in hybrid paths using delay measurements.
Proceedings of the 8th International Symposium on Modeling and Optimization in Mobile, Ad-Hoc and Wireless Networks (WiOpt 2010), May 31, 2010

Profile deformation of aggregated flows handled by premium and low priority services within the Géant network.
Proceedings of the 6th International Wireless Communications and Mobile Computing Conference, 2010

2009
Analysis of bandwidth measurement methodologies over WLAN systems
CoRR, 2009

fP2P-HN: A P2P-based route optimization architecture for mobile IP-based community networks.
Comput. Networks, 2009

Impact of transient CSMA/CA access delays on active bandwidth measurements.
Proceedings of the 9th ACM SIGCOMM Internet Measurement Conference, IMC 2009, Chicago, 2009

fP2P-HN: A P2P-Based Route Optimization Solution for Mobile IP and NEMO Clients.
Proceedings of IEEE International Conference on Communications, 2009

2008
Network Performance Assessment Using Adaptive Traffic Sampling.
Proceedings of the NETWORKING 2008, Ad Hoc and Sensor Networks, Wireless Networks, 2008

Measurement-based analysis of the performance of several wireless technologies.
Proceedings of the 16th IEEE Workshop on Local and Metropolitan Area Networks, 2008

2007
Mobility Agents: Avoiding the Signaling of Route Optimization on Large Servers.
Proceedings of the IEEE 18th International Symposium on Personal, 2007

A Flexible and Distributed Home Agent Architecture for Mobile IPv6-Based Networks.
Proceedings of the NETWORKING 2007. Ad Hoc and Sensor Networks, 2007

Load Balancing in Mobile IPv6's Correspondent Networks with Mobility Agents.
Proceedings of IEEE International Conference on Communications, 2007

2006
Enhanced Fast Handovers Using a Multihomed Mobile IPv6 Node.
Proceedings of the Next Generation Teletraffic and Wired/Wireless Advanced Networking, 2006

2005
Measurement Based Analysis of the Handover in a WLAN MIPv6 Scenario.
Proceedings of the Passive and Active Network Measurement, 6th International Workshop, 2005

Evaluation of the Fast Handover Implementation for Mobile IPv6 in a Real Testbed.
Proceedings of the Operations and Management in IP-Based Networks, 2005

2002
Verifying IP Meters from Sampled Measurements.
Proceedings of the Testing of Communicating Systems XIV, Applications to Internet Technologies and Services, Proceedings of the IFIP 14th International Conference on Testing Communicating Systems, 2002


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