Gerardo Rubino

Orcid: 0000-0002-1712-0477

According to our database1, Gerardo Rubino authored at least 151 papers between 1983 and 2024.

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Bibliography

2024
Multi-Agent Deep Reinforcement Learning for Resilience Optimization in 5G RAN.
CoRR, 2024

A Self-Organizing Clustering System for Unsupervised Distribution Shift Detection.
Proceedings of the International Joint Conference on Neural Networks, 2024

Robust Implementation of Permutation Monte Carlo for Network Reliability Estimation.
Proceedings of the L Latin American Computer Conference, 2024

2023
Evolutionary Echo State Network: A neuroevolutionary framework for time series prediction.
Appl. Soft Comput., September, 2023

Reliability Estimation for Stochastic Flow Networks With Dependent Arcs.
IEEE Trans. Reliab., 2023

Towards an Analytical Tool to Support Planning of 400ZR+-Enabled IPoWDM Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Measuring 5G-RAN Resilience Using Coverage and Quality of Service Indicators.
Proceedings of the NOMS 2023, 2023

A GRASP-Based Algorithm for Virtual Network Embedding.
Proceedings of the IEEE Symposium on Computers and Communications, 2023

2022
Resilience analysis and quantification method for 5G-Radio Access Networks.
Proceedings of the 13th International Conference on Network of the Future, 2022

Experimental Analysis on Dissimilarity Metrics and Sudden Concept Drift Detection.
Proceedings of the Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022, 2022

Evolutionary Echo State Network: evolving reservoirs in the Fourier space.
Proceedings of the International Joint Conference on Neural Networks, 2022

2021
Efficient importance sampling for large sums of independent and identically distributed random variables.
Stat. Comput., 2021

MonGNN: A neuroevolutionary-based solution for 5G network slices monitoring.
Proceedings of the 46th IEEE Conference on Local Computer Networks, 2021

A network tomography approach for anomaly localization in Service Function Chaining.
Proceedings of the International Symposium on Networks, Computers and Communications, 2021

Toward Operative QoE Models using Virtual Multimedia IP-based Streaming Services.
Proceedings of the 24th Conference on Innovation in Clouds, 2021

On the use of machine learning and network tomography for network slices monitoring.
Proceedings of the 22nd IEEE International Conference on High Performance Switching and Routing, 2021

Mobile traffic forecasting using a combined FFT/LSTM strategy in SDN networks.
Proceedings of the 22nd IEEE International Conference on High Performance Switching and Routing, 2021

KRS: Kubernetes Resource Scheduler for resilient NFV networks.
Proceedings of the IEEE Global Communications Conference, 2021

Evolving reservoir weights in the frequency domain.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020
How much the wavelength dimensioning methods and a tightened QoS provision impact on the dynamic WDM optical networks capacity?
Opt. Switch. Netw., 2020

A comprehensive analytical framework for VoD services in hybrid CDN-P2P systems.
J. Netw. Comput. Appl., 2020

A Fault-Tolerance Solution to Any Set of Failure Scenarios on Dynamic WDM Optical Networks With Wavelength Continuity Constraints.
IEEE Access, 2020

On the Use of Graph Neural Networks for Virtual Network Embedding.
Proceedings of the 2020 International Symposium on Networks, Computers and Communications, 2020

FEAL: A source routing Framework for Efficient Anomaly Localization.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

TOM: a self-trained Tomography solution for Overlay networks Monitoring.
Proceedings of the IEEE 17th Annual Consumer Communications & Networking Conference, 2020

2019
On the Marshall-Olkin Copula Model for Network Reliability Under Dependent Failures.
IEEE Trans. Reliab., 2019

Efficient Estimation of Stochastic Flow Network Reliability.
IEEE Trans. Reliab., 2019

On the performance analysis of distributed caching systems using a customizable Markov chain model.
J. Netw. Comput. Appl., 2019

Estimating the number of contending IoT devices in 5G networks: Revealing the invisible.
Trans. Emerg. Telecommun. Technol., 2019

Unicast Inference of Additive Metrics in General Network Topologies.
Proceedings of the 27th IEEE International Symposium on Modeling, 2019

Survivability in Optical Networks: A Solution for the Wavelength Continuity Constraint Case.
Proceedings of the 9th Latin-American Symposium on Dependable Computing, 2019

2018
An efficient resource allocation scheme for VoD services over window-based P2P networks.
Multim. Tools Appl., 2018

A perception-oriented Markov model of loss incidents observed over VoIP networks.
Comput. Commun., 2018

Optimal Transmission Thresholds for QoS Guarantees in WSNs.
Proceedings of the 14th ACM International Symposium on QoS and Security for Wireless and Mobile Networks, 2018

A Versatile Markov Chain Model for the Performance Analysis of CCN Caching Systems.
Proceedings of the IEEE Global Communications Conference, 2018

2017
Performance Analysis of Cluster Formation in Wireless Sensor Networks.
Sensors, 2017

Factorization and exact evaluation of the source-terminal diameter-constrained reliability.
Networks, 2017

A Window-Based, Server-Assisted P2P Network for VoD Services with QoE Guarantees.
Mob. Inf. Syst., 2017

Blocking Evaluation and Wavelength Dimensioning of Dynamic WDM Networks Without Wavelength Conversion.
JOCN, 2017

Alternate paths for multiple fault tolerance on Dynamic WDM Optical Networks.
Proceedings of the 18th IEEE International Conference on High Performance Switching and Routing, 2017

Transmission Probability Strategies for Cluster-Based Event-Driven Wireless Sensor Networks.
Proceedings of the 2017 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2017

An evolutionary controllers' placement algorithm for reliable SDN networks.
Proceedings of the 13th International Conference on Network and Service Management, 2017

2016
Capacitated m Ring Star Problem under Diameter Constrained Reliability.
Electron. Notes Discret. Math., 2016

A Tutorial about Random Neural Networks in Supervised Learning.
CoRR, 2016

Relay-based multipoint content delivery for wireless users in an information-centric network.
Comput. Networks, 2016

Approximate Zero-Variance Importance Sampling for static network reliability estimation with node failures and application to rail systems.
Proceedings of the Winter Simulation Conference, 2016

Calibrating a dependent failure model for computing reliabilities in telecommunication networks.
Proceedings of the Winter Simulation Conference, 2016

Calibrating a Dependent Failure Model for Computing Reliabilites on Telecommunication Networks.
Proceedings of the II Spring School on Networks 2016, 2016

Network utility problem and easy reliability polynomials.
Proceedings of the 2016 8th International Workshop on Resilient Networks Design and Modeling (RNDM), 2016

Factorization theory in diameter constrained reliability.
Proceedings of the 2016 8th International Workshop on Resilient Networks Design and Modeling (RNDM), 2016

Dynamic Adaptive Access Barring Scheme For Heavily Congested M2M Networks.
Proceedings of the 19th ACM International Conference on Modeling, 2016

Hierarchical clustering for an efficient controllers' placement in software defined networks.
Proceedings of the 2016 Global Information Infrastructure and Networking Symposium, 2016

Highly reliable stochastic flow network reliability estimation.
Proceedings of the XLII Latin American Computing Conference, 2016

A control theoretic strategy for intelligent interface selection in heterogeneous network environments.
Proceedings of the 13th IEEE Annual Consumer Communications & Networking Conference, 2016

Applying nonlinear optimal control strategy for the access management of MTC devices.
Proceedings of the 13th IEEE Annual Consumer Communications & Networking Conference, 2016

2015
Balanced and Approximate Zero-Variance Recursive Estimators for the Network Reliability Problem.
ACM Trans. Model. Comput. Simul., 2015

Conditional Monte Carlo With Intermediate Estimations for Simulation of Markovian Systems.
Proceedings of the XLI Latin American Computer Conference - Selected Papers, 2015

On the robustness of fishman's bound-based method for the network reliability problem.
Proceedings of the 2015 Winter Simulation Conference, 2015

Sensitivity analysis of echo state networks for forecasting pseudo-periodic time series.
Proceedings of the 7th International Conference of Soft Computing and Pattern Recognition, 2015

Power and Effectiveness in Queueing Systems.
Proceedings of the Quantitative Evaluation of Systems, 12th International Conference, 2015

Recursive Variance Reduction method in stochastic monotone binary systems.
Proceedings of the 7th International Workshop on Reliable Networks Design and Modeling, 2015

Multiple Access Class Barring Factors Algorithm for M2M Communications in LTE-advanced Networks.
Proceedings of the 18th ACM International Conference on Modeling, 2015

YouSOS: A victim-centered multimedia SOS emergency framework.
Proceedings of the 2nd International Conference on Information and Communication Technologies for Disaster Management, 2015

Control theory based interface selection mechanism in Fixed-Mobile Converged network.
Proceedings of the 16th IEEE International Conference on High Performance Switching and Routing, 2015

Experimental Analysis of a Hybrid Reservoir Computing Technique.
Proceedings of the Hybrid Intelligent Systems, 2015

2014
Efficient estimation of distance-dependent metrics in edge-failing networks.
Int. Trans. Oper. Res., 2014

A Full Characterization of Irrelevant Components in Diameter Constrained Reliability.
CoRR, 2014

Irrelevant Components and Exact Computation of the Diameter Constrained Reliability.
CoRR, 2014

Content dissemination in wireless networks exploiting relaying and information-centric architectures.
Proceedings of the 10th International Conference on Heterogeneous Networking for Quality, 2014

Residual energy-based transmission schemes for event reporting wireless sensor networks.
Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014

PTPv2-based network load estimation and its application to QoE monitoring for Over-the-Top services.
Proceedings of the 5th International Conference on Information, 2014

Quality-driven optimal SLA selection for enterprise cloud communications.
Proceedings of the IEEE International Conference on Communications, 2014

2013
On computing the 2-diameter -constrained <i>K</i> -reliability of networks.
Int. Trans. Oper. Res., 2013

Static Network Reliability Estimation via Generalized Splitting.
INFORMS J. Comput., 2013

Monte Carlo estimation of diameter-constrained network reliability conditioned by pathsets and cutsets.
Comput. Commun., 2013

A more powerful random neural network model in supervised learning applications.
Proceedings of the 2013 International Conference on Soft Computing and Pattern Recognition, 2013

Fluid Limit for the Machine Repairman Model with Phase-Type Distributions.
Proceedings of the Quantitative Evaluation of Systems - 10th International Conference, 2013

A perceptually sensitive Markovian model of packet loss processes during voip conversations.
Proceedings of the 2013 9th International Wireless Communications and Mobile Computing Conference, 2013

Connections analysis of voice traffic over MANETs and their impact on delay variation.
Proceedings of the 2013 IEEE Symposium on Computers and Communications, 2013

Using metaheuristics for planning resilient and cost-effective multilayer networks.
Proceedings of the 5th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2013

Modeling of network delay variation in packet voice communications on mobile ad-hoc networks.
Proceedings of IEEE International Conference on Communications, 2013

Priority scheme for window-based video-on-demand transmission on BitTorrent-like Peer-to-Peer networks.
Proceedings of IEEE International Conference on Communications, 2013

An Experimental Analysis of Reservoir Parameters of the Echo State Queueing Network Model.
Proceedings of the Innovations in Bio-inspired Computing and Applications, 2013

Window-based streaming Video-on-Demand transmission on BitTorrent-like Peer-to-Peer networks.
Proceedings of the 10th IEEE Consumer Communications and Networking Conference, 2013

Echo State Queueing Network: A new reservoir computing learning tool.
Proceedings of the 10th IEEE Consumer Communications and Networking Conference, 2013

2012
Single-sided Real-time PESQ Score Estimation
CoRR, 2012

Quality of Experience of VoIP Service: A Survey of Assessment Approaches and Open Issues.
IEEE Commun. Surv. Tutorials, 2012

A new simulation method based on the RVR principle for the rare event network reliability problem.
Ann. Oper. Res., 2012

A Monte Carlo sampling plan for estimating diameter-dependent network parameters.
Proceedings of the 4th International Congress on Ultra Modern Telecommunications and Control Systems, 2012

A case study of perceived listening quality of temporally interrupted VoIP service.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

Quality of experience estimation for adaptive HTTP/TCP video streaming using H.264/AVC.
Proceedings of the 2012 IEEE Consumer Communications and Networking Conference (CCNC), 2012

2011
Approximate Zero-Variance Importance Sampling for Static Network Reliability Estimation.
IEEE Trans. Reliab., 2011

A study of artificial speech quality assessors of VoIP calls subject to limited bursty packet losses.
EURASIP J. Image Video Process., 2011

Levenberg - Marquardt Training Algorithms for Random Neural Networks.
Comput. J., 2011

Fluid Limits Applied to Peer to Peer Network Analysis.
Proceedings of the Eighth International Conference on Quantitative Evaluation of Systems, 2011

Self-Organizing Maps and Scale-Invariant Maps in Echo State Networks.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

On Kleinrock's Power Metric for Queueing Systems.
Proceedings of 20th International Conference on Computer Communications and Networks, 2011

A comparison study of automatic speech quality assessors sensitive to packet loss burstiness.
Proceedings of the 2011 IEEE Consumer Communications and Networking Conference, 2011

2010
Special Issue on "Quantitative Evaluation of Systems".
Perform. Evaluation, 2010

No-reference Quality of Experience monitoring in DVB-H networks.
Proceedings of the 2010 Wireless Telecommunications Symposium, 2010

Combination of conditional Monte Carlo and approximate zero-variance importance sampling for network reliability estimation.
Proceedings of the 2010 Winter Simulation Conference, 2010

Priority-Based Scheme for File Distribution in Peer-to-Peer Networks.
Proceedings of IEEE International Conference on Communications, 2010

2009
An Introduction to Monte Carlo Methods and Rare Event Simulation.
Proceedings of the QEST 2009, 2009

GoalBit: the first free and open source peer-to-peer streaming network.
Proceedings of the 5th International Latin American Networking Conference , 2009

A COP for cooperation in a P2P streaming protocol.
Proceedings of the International Conference on Ultra Modern Telecommunications, 2009

Markovian Models for Dependability Analysis.
Proceedings of the Rare Event Simulation using Monte Carlo Methods, 2009

Introduction to Rare Event Simulation.
Proceedings of the Rare Event Simulation using Monte Carlo Methods, 2009

Robustness Properties and Confidence Interval Reliability Issues.
Proceedings of the Rare Event Simulation using Monte Carlo Methods, 2009

Rare Event Analysis by Monte Carlo Techniques in Static Models.
Proceedings of the Rare Event Simulation using Monte Carlo Methods, 2009

2008
Automatic quality of experience measuring on video delivering networks.
SIGMETRICS Perform. Evaluation Rev., 2008

A robust P2P streaming architecture and its application to a high quality live-video service.
Electron. Notes Discret. Math., 2008

Quality assessment of interactive voice applications.
Comput. Networks, 2008

Optimal Quality-of-Experience Design for a P2P Multi-Source Video Streaming.
Proceedings of IEEE International Conference on Communications, 2008

A GRASP Algorithm Using RNN for Solving Dynamics in a P2P Live Video Streaming Network.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

Improving Perceived Streaming-Video Quality in High Speed Downlink Packet Access.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

2007
Estimating the probability of a rare event over a finite time horizon.
Proceedings of the Winter Simulation Conference, 2007

Video quality assurance in multi-source streaming techniques.
Proceedings of the 4th International IFIP/ACM Latin American Networking Conference, 2007

QoE Monitoring Platform for Video Delivery Networks.
Proceedings of the IP Operations and Management, 7th IEEE International Workshop, 2007

Multi-source Video Streaming Suite.
Proceedings of the IP Operations and Management, 7th IEEE International Workshop, 2007

Perceptual Quality in P2P Multi-Source Video Streaming Policies.
Proceedings of the Global Communications Conference, 2007

2006
Performance Analysis of a Header Compression Protocol: The ROHC Unidirectional Mode.
Telecommun. Syst., 2006

Special issue on the 7th International Conference on Industrial Logistics (ICIL 2005).
Int. Trans. Oper. Res., 2006

Controlling Multimedia QoS in the Future Home Network Using the PSQA Metric.
Comput. J., 2006

Evaluating Users' Satisfaction in Packet Networks Using Random Neural Networks.
Proceedings of the Artificial Neural Networks, 2006

2005
Sensitivity analysis of network reliability using monte carlo.
Proceedings of the 37th Winter Simulation Conference, Orlando, FL, USA, December 4-7, 2005, 2005

New measures of robustness in rare event simulation.
Proceedings of the 37th Winter Simulation Conference, Orlando, FL, USA, December 4-7, 2005, 2005

Bounded Relative Efficiency in Rare Event Simulation.
Proceedings of the 2005 IEEE/IPSJ International Symposium on Applications and the Internet Workshops (SAINT 2005 Workshops), 31 January, 2005

2004
Performance evaluation of real-time speech through a packet network: a random neural networks-based approach.
Perform. Evaluation, 2004

Finding Steiner trees with degree 1 terminal nodes.
IEICE Electron. Express, 2004

A GRASP algorithm with RNN based local search for designing a WAN access network.
Electron. Notes Discret. Math., 2004

Evaluating the Utility of Media-Dependent FEC in VoIP Flows.
Proceedings of the Quality of Service in the Emerging Networking Panorama: Fifth International Workshop on Quality of Future Internet Services, 2004

A New Approach for the Prediction of End-to-End Performance of Multimedia Streams.
Proceedings of the 1st International Conference on Quantitative Evaluation of Systems (QEST 2004), 2004

Bit-Level and Packet-Level, or Pollaczec-Khintchine Formulae Revisited.
Proceedings of the 1st International Conference on Quantitative Evaluation of Systems (QEST 2004), 2004

The FABRIC Project.
Proceedings of the Software Architecture, First European Workshop, 2004

2003
Network design with node connectivity constraints.
Proceedings of the LANC '03 IFIP / ACM Latin American Networking Conference 2003, 2003

Transient Probability Functions: A Sample Path Approach.
Proceedings of the Discrete Random Walks, 2003

2002
A study of real-time packet video quality using random neural networks.
IEEE Trans. Circuits Syst. Video Technol., 2002

MTTF Estimation using importance sampling on Markov models.
Monte Carlo Methods Appl., 2002

Evaluation of the Maximum Level Reached by a Queue Over a Finite Period.
Proceedings of the 2002 International Conference on Dependable Systems and Networks (DSN 2002), 2002

2001
Bound Computation of Dependability and Performance Measures.
IEEE Trans. Computers, 2001

FluidSim: a tool to simulate fluid models of high-speed networks.
Perform. Evaluation, 2001

Fluid Simulation of TCP Flows.
Proceedings of the Proceedings 11th GI/ITG Conference on Measuring, 2001

2000
On the application of accelerating simulation methods in network analysis.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2000

1999
Mutual Synergy between Web Caches.
Proceedings of the Internet Applications, 5th International Computer Science Conference, 1999

1998
A dynamic delayed acknowledgment mechanism to improve TCP performance for asymmetric links.
Proceedings of the Third IEEE Symposium on Computers and Communications (ISCC 1998), June 30, 1998

1997
Predicting Dependability Properties On-line.
Proceedings of the Sixteenth Symposium on Reliable Distributed Systems, 1997

1995
Interval Availability Analysis Using Denumerable Markov Processes: Application to Multiprocessor Subject to Breakdowns and Repair.
IEEE Trans. Computers, 1995

1993
Interval Availability Distribution Computation.
Proceedings of the Digest of Papers: FTCS-23, 1993

1992
Interval Availability Analysis Using Operational Periods.
Perform. Evaluation, 1992

1986
An approximation for a multiclass./M/1/FIFO queue imbedded in a closed Queueing Network.
J. Syst. Softw., 1986

1983
On the Existence and Uniqueness of the Homogeneous Network.
Proceedings of the Computer Performance and Reliability, 1983


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