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optical networks, network optimization, machine learning, hydro-informatics
Uruguay

Activities

Employment (3)

Universidad de la República Uruguay: Montevideo, Montevideo, UY

2017-12 to present | Professor (Computer Science - Electrical Engineering)
Employment
Source: Self-asserted source
A. Castro

University of California Davis: Davis, CA, US

2015-01 to 2017-11 | Postdoctoral Scholar (Electrical and Computer Engineering)
Employment
Source: Self-asserted source
A. Castro

Universitat Politècnica de Catalunya: Barcelona, Catalunya, ES

2008-09 to 2014-12 | Research Assistant (Computer Architecture)
Employment
Source: Self-asserted source
A. Castro

Education and qualifications (3)

Universitat Politècnica de Catalunya: Barcelona, Catalunya, ES

2011 to 2014 | PhD. Computer Science (Computer Architecture)
Education
Source: Self-asserted source
A. Castro

Universitat Politècnica de Catalunya: Barcelona, Catalunya, ES

2009 to 2010 | MSc. Computer Architecture, Networks and Systems (Computer Architecture)
Education
Source: Self-asserted source
A. Castro

Universidad de la República Uruguay: Montevideo, Montevideo, UY

2008 | MEng. Computer Science (College of Engineering)
Education
Source: Self-asserted source
A. Castro

Works (50 of 92)

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Adaptive End-to-End Monitoring Framework for Heterogeneous 5G and Beyond Networks

2024-12-09 | Conference paper
Contributors: Leandro Alfonso; Nicolás Rivoir; Lucas Inglés; Claudina Rattaro; Alberto Castro
Source: check_circle
Crossref

Enhancing environmental data imputation: A physically-constrained machine learning framework

Science of The Total Environment
2024-05 | Journal article
Contributors: Marcos Pastorini; Rafael Rodríguez; Lorena Etcheverry; Alberto Castro; Angela Gorgoglione
Source: check_circle
Crossref

A Stormwater Management Framework for Predicting First Flush Intensity and Quantifying its Influential Factors

Water Resources Management
2023 | Journal article
Contributors: Russo, Cosimo; Castro, Alberto; Gioia, Andrea; Iacobellis, Vito; Gorgoglione, Angela
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Coordination of Radio Access and Optical Transport

International Conference on Optical Network Design and Modeling, ONDM
2023 | Journal article
Contributors: Barzegar, Sima; Wang, Shaoxuan; Ruiz, Marc; Velasco, Luis; Richart, Matias; Castro, Alberto
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Deep learning methods for intra-day cloudiness prediction using geostationary satellite images in a solar forecasting framework

Solar Energy
2023-09 | Journal article
Contributors: Franco Marchesoni-Acland; Andrés Herrera; Franco Mozo; Ignacio Camiruaga; Alberto Castro; Rodrigo Alonso-Suárez
Source: check_circle
Crossref

Assessing influential rainfall–runoff variables to simulate daily streamflow using random forest

Hydrological Sciences Journal
2023-09-10 | Journal article
Contributors: Federico Vilaseca; Alberto Castro; Christian Chreties; Angela Gorgoglione
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Crossref

Improving the sediment and nutrient first-flush prediction and ranking its influencing factors: An integrated machine-learning framework

Journal of Hydrology
2023-01 | Journal article
Contributors: Cosimo Russo; Alberto Castro; Andrea Gioia; Vito Iacobellis; Angela Gorgoglione
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Crossref

Simulación del proceso precipitación-escorrentía con paso diario: comparación de los modelos GR4J, SWAT y random forest

Ribagua
2023-01-02 | Journal article
Contributors: Federico Vilaseca; Santiago Narbondo; Christian Chreties; Alberto Castro; Angela Gorgoglione
Source: check_circle
Crossref

First Flush Occurrence Prediction and Ranking of Its Influential Variables in Urban Watersheds: Evaluation of XGBoost and SHAP Techniques

2022 | Book chapter
Contributors: Angela Gorgoglione; Cosimo Russo; Andrea Gioia; Vito Iacobellis; Alberto Castro
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Sibyl: a Framework for Evaluating the Implementation of Routing Protocols in Fat-Trees

IEEE NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM, VOLS 1 AND 2
2022 | Journal article
Contributors: Caiazzi, Tommaso; Scazzariello, Mariano; Alberro, Leonardo; Ariemma, Lorenzo; Castro, Alberto; Grampin, Eduardo; Di Battista, Giuseppe
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A stormwater management framework for predicting first flush intensity and quantifying its influential factors

2022-07-12 | Preprint
Contributors: Cosimo Russo; Alberto Castro; Andrea Gioia; Vito Iacobellis; Angela Gorgoglione
Source: check_circle
Crossref

A stormwater management framework for predicting first flush intensity and quantifying its influential factors

2022-02-03 | Preprint
Contributors: Cosimo Russo; Alberto Castro; Andrea Gioia; Vito Iacobellis; Angela Gorgoglione
Source: check_circle
Crossref

Experimentation Environments for Data Center Routing Protocols: A Comprehensive Review

Future Internet
2022-01-17 | Journal article
Contributors: Leonardo Alberro; Alberto Castro; Eduardo Grampin
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Crossref
grade
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Daily Rainfall-Runoff Modeling at Watershed Scale: A Comparison Between Physically-Based and Data-Driven Models

2021 | Book chapter
Contributors: Federico Vilaseca; Alberto Castro; Christian Chreties; Angela Gorgoglione
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Crossref
grade
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Routing in Fat Trees: a protocol analyzer for debugging and experimentation

IFIP/IEEE International Symposium on Integrated Network Management (IM)
2021 | Conference paper
Contributors: Lucero, Maximiliano; Parnizari, Agustina; Alberro, Leonardo; Castro, Alberto; Grampin, Eduardo
Source: check_circle
Web of Science Researcher Profile Sync

Water-Quality Data Imputation with a High Percentage of Missing Values: A Machine Learning Approach

Sustainability
2021-06-02 | Journal article
Contributors: Rafael Rodríguez; Marcos Pastorini; Lorena Etcheverry; Christian Chreties; Mónica Fossati; Alberto Castro; Angela Gorgoglione
Source: check_circle
Crossref

Water-Quality Data Imputation With High Percentage of Missing Values: A Machine Learning Approach

2021-05-06 | Other
Contributors: Rafael Rodriguez; Marcos Pastorini; Lorena Etcheverry; Christian Chreties; Mónica Fossati; Alberto Castro; Angela Gorgoglione
Source: check_circle
Crossref
grade
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A Comparison of Linear and Non-Linear Machine Learning Techniques (PCA and SOM) for Characterizing Urban Nutrient Runoff

Sustainability
2021-02-14 | Journal article
Contributors: Angela Gorgoglione; Alberto Castro; Vito Iacobellis; Andrea Gioia
Source: check_circle
Crossref
grade
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Application of the Self-organizing Map (SOM) to Characterize Nutrient Urban Runoff

2020 | Book chapter
Contributors: Angela Gorgoglione; Alberto Castro; Andrea Gioia; Vito Iacobellis
Source: check_circle
Crossref
grade
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Large-Scale Internet User Behavior Analysis of a Nationwide K-12 Education Network Based on DNS Queries

2020 | Book chapter
Contributors: Alexis Arriola; Marcos Pastorini; Germán Capdehourat; Eduardo Grampín; Alberto Castro
Source: check_circle
Crossref
grade
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Near real-time estimation of end-to-end performance in converged fixed-mobile networks

Computer Communications
2020 | Journal article
Contributors: Bernal, Alvaro; Richart, Matias; Ruiz, Marc; Castro, Alberto; Velasco, Luis
Source: check_circle
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Overcoming Data Scarcity in Earth Science

Data
2020-01-01 | Journal article
Contributors: Angela Gorgoglione; Alberto Castro; Christian Chreties; Lorena Etcheverry
Source: check_circle
Crossref
grade
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Experimental Demonstration of Machine-Learning-Aided QoT Estimation in Multi-Domain Elastic Optical Networks with Alien Wavelengths

Journal of Optical Communications and Networking
2019 | Journal article
Contributors: Proietti, Roberto; Chen, Xiaoliang; Zhang, Kaiqi; Liu, Gengchen; Shamsabardeh, M.; Castro, Alberto; Velasco, Luis; Zhu, Zuqing; Ben Yoo, S. J.
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Deep-RMSA: A Deep-Reinforcement-Learning Routing, Modulation and Spectrum Assignment Agent for Elastic Optical Networks

2018 Optical Fiber Communications Conference and Exposition (OFC)
2018 | Conference paper
Source: Self-asserted source
A. Castro

Experimental demonstration of cognitive provisioning and alien wavelength monitoring in multi-domain EON

Optical Fiber Communication Conference
2018 | Conference paper
Source: Self-asserted source
A. Castro

Knowledge-Based Autonomous Service Provisioning in Multi-Domain Elastic Optical Networks

IEEE Communications Magazine
2018 | Journal article
Contributors: Chen, Xiaoliang; Proietti, Roberto; Lu, Hongbo; Castro, Alberto; Ben Yoo, S. J.
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Leveraging mixed-strategy gaming to realize incentive-driven VNF service chain provisioning in broker-based elastic optical inter-datacenter networks

IEEE/OSA Journal of Optical Communications and Networking
2018 | Journal article
Source: Self-asserted source
A. Castro

mmWave Beamforming using Photonic Signal Processing for Future 5G Mobile Systems

Optical Fiber Communication Conference
2018 | Conference paper
Source: Self-asserted source
A. Castro

Opportunities for AI/ML in Telecommunications Networks

Proceedings of the Latin American Networking Conference (lanc)
2018 | Journal article
Contributors: Castro, Alberto; Richart, Matias; Baliosian, Javier; Grampin, Eduardo
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Soft Failure Localization During Commissioning Testing and Lightpath Operation

Journal of Optical Communications and Networking
2018 | Journal article
Source: Self-asserted source
A. Castro

Brokered Orchestration for End-to-End Service Provisioning across Heterogeneous Multi-Operator Networks

International Conference on Transparent Optical Networks (ICTON)
2017 | Conference paper
Contributors: Velasco, Luis; Gifre, Lluis; Castro, Alberto
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Brokered-based Orchestration for Service Provisioning in Multi-domain Networks

Photonics in Switching
2017 | Conference paper
Source: Self-asserted source
A. Castro

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

Optical Communication (ECOC), 2017 European Conference on
2017 | Conference paper
Source: Self-asserted source
A. Castro

Meeting the Requirements to Deploy Cloud RAN Over Optical Networks

Journal of Optical Communications and Networking
2017 | Journal article
Source: Self-asserted source
A. Castro

Multi-Broker based Software-Defined Optical Networks

IEEE Photonics Conference (IPC)
2017 | Conference paper
Contributors: Chen, Xiaoliang; Zhu, Zuqing; Castro, Alberto; Proietti, Roberto; Yoo, S. J. B.
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Restoration in the Optical Layer

Provisioning, Recovery, and In-operation Planning in Elastic Optical Networks
2017 | Journal article
Source: Self-asserted source
A. Castro

Spectrum Defragmentation

Provisioning, Recovery, and In-operation Planning in Elastic Optical Networks
2017 | Journal article
Source: Self-asserted source
A. Castro

ARON: Application-Driven Reconfigurable Optical Networking for HPC Data Centers

ECOC 2016; 42nd European Conference on Optical Communication; Proceedings of
2016 | Conference paper
Source: Self-asserted source
A. Castro

Broker-based multi-task gaming to facilitate profit-driven network orchestration in multi-domain SD-EONs

Optical Fiber Communication Conference
2016 | Conference paper
Source: Self-asserted source
A. Castro

Brokered Orchestration for End-to-End Service Provisioning across Heterogeneous Multi-Operator (Multi-AS) Optical Networks

Journal of Lightwave Technology
2016 | Journal article
Contributors: Alberto Castro; Luis Velasco; Lluis Gifre; Cen Chen; Jie Yin; Zuqing Zhu; Roberto Proietti; S.J.B. Yoo
Source: check_circle
Crossref

Elastic Optical Networking by Dynamic Optical Arbitrary Waveform Generation and Measurement

Journal of Optical Communications and Networking
2016 | Journal article
Contributors: Proietti, Roberto; Qin, Chuan; Guan, Binbin; Fontaine, Nicolas K.; Feng, Shaoqi; Castro, Alberto; Scott, Ryan P.; Yoo, S. J. B.
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Experimental Demonstration of Heterogeneous Cross Stratum Broker for Scientific Applications

Optical Fiber Communication Conference
2016 | Conference paper
Source: Self-asserted source
A. Castro

Incentive-Driven Bidding Strategy for Brokers to Compete for Service Provisioning Tasks in Multi-Domain SD-EONs

Journal of Lightwave Technology
2016 | Journal article
Source: Self-asserted source
A. Castro

On-Demand Incremental Capacity Planning in Optical Transport Networks

Journal of Optical Communications and Networking
2016 | Journal article
Source: Self-asserted source
A. Castro

Software Defined Networking (SDN) in Optical Networks

Elastic Optical Networks
2016 | Book chapter
Source: Self-asserted source
A. Castro

Active PCE demonstration performing elastic operations and hitless defragmentation in flexible grid optical networks

Photonic Network Communications
2015 | Journal article
Source: Self-asserted source
A. Castro

Experimental Demonstration of Brokered Orchestration for end-to-end Service Provisioning and Interoperability across Heterogeneous Multi-Operator (Multi-AS) Optical Networks

Optical Communication (ECOC), 2015 European Conference on
2015 | Conference paper
Source: Self-asserted source
A. Castro

Multi-Broker based Market-Driven Service Provisioning in Multi-Domain SD-EONs in Noncooperative Game Scenarios

Optical Communication (ECOC), 2015 European Conference on
2015 | Conference paper
Source: Self-asserted source
A. Castro

Superfilter Technique in SDN-Controlled Elastic Optical Networks [Invited]

Journal of Optical Communications and Networking
2015 | Journal article
Source: Self-asserted source
A. Castro

Active PCE demonstration performing elastic operations and hitless defragmentation in flexible grid optical networks

2014 | Journal article
DOI:

10.1007/s11107-014-0464-0

EID:

2-s2.0-84905886053

Contributors: Paolucci, F.; Castro, A.; Fresi, F.; Imran, M.; Giorgetti, A.; Bhownik, B.B.; Berrettini, G.; Meloni, G.; Cugini, F.; Velasco, L. et al.
Source: Self-asserted source
A. Castro via Scopus - Elsevier
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