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Listar por autor "Moltó Martínez, Germán"

Mostrando ítems 1-20 de 138

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A Cloud framework for Problem-Based Learning on Grid Computing

Segrelles Quilis, José Damián; Moltó, Germán; Blanquer Espert, Ignacio (Elsevier, 2021-09)

[EN] Training on Grid technologies has traditionally used existing Grid infrastructures to implement the hands-on education activities. However, these infrastructures are insufficient to develop all training skills as they ...
A Cloud-Based Framework for Machine Learning Workloads and Applications

Lopez Garcia, Alvaro; Marco De Lucas, Jesús; Antonacci, Marica; Zu Castell, Wolfgang; David, Mario; Hardt, Marcus; Lloret Iglesias, Lara; Moltó, Germán; Plociennik, Marcin; Tran, Viet; Alic, Andrei Stefan; Caballer Fernández, Miguel; Campos Plasencia, Isabel; Costantini, Alessandro; Dlugolinsky, Stefan (Institute of Electrical and Electronics Engineers, 2020-01-06)

[EN] In this paper we propose a distributed architecture to provide machine learning practitioners with a set of tools and cloud services that cover the whole machine learning development cycle: ranging from the models ...
A customer loyalty program using blockchain

Alghamdi, Osama (Universitat Politècnica de València, 2021-01-07)

[EN] The use of blockchain is increasing rapidly in all sectors, since the advantages of this technology helps companies solve certain problems, and also keeps the information privacy of the users and makes them trust the ...
A framework and a performance assessment for serverless MapReduce on AWS Lambda

Giménez-Alventosa, Vicent; Moltó, Germán; Caballer Fernández, Miguel (Elsevier, 2019-08)

[EN] MapReduce is one of the most widely used programming models for analysing large-scale datasets, i.e. Big Data. In recent years, serverless computing and, in particular, Functions as a Service (FaaS) has surged as an ...
A platform to deploy customized scientific virtual infrastructures on the cloud

Caballer Fernández, Miguel; Segrelles Quilis, José Damián; Moltó, Germán; Blanquer Espert, Ignacio (Wiley: 12 months, 2015-11)

This paper presents a software platform to dynamically deploy complex scientific virtual computing infrastructures, on top of Infrastructure as a Service (IaaS) Clouds. The platform orchestrates different services to ...
A replicated information system to enable dynamic collaborationsin the Grid

Torres Serrano, Erik; Moltó Martínez, Germán; Segrelles Quilis, José Damián; Blanquer Espert, Ignacio; Hernández García, Vicente (Wiley-Blackwell, 2012)

The main advantage of Grid computing over other distributed computing paradigms is its capability to coordinate the access to data and resources in a virtual multi-institutional environment. To this end, the information ...
A review of Internet of Things: qualifying technologies and boundless horizon

Goel, Shalini Sharma; Goel, Anubhav; Kumar, Mohit; Moltó, Germán (Springer, 2021-01-11)

[EN] Internet of Things (IoT) is a new buzzword in information technology where real-world physical objects are made smart by integrating them with internet-enabled technologies. The things can sense information around ...
A Self-managed Mesos Cluster for Data Analytics with QoS Guarantees

López-Huguet, Sergio; Pérez-González, Alfonso María; Calatrava Arroyo, Amanda; Alfonso Laguna, Carlos De; Caballer Fernández, Miguel; Moltó, Germán; Blanquer Espert, Ignacio (Elsevier, 2019)

[EN] This article describes the development of an automated configuration of a software platform for Data Analytics that supports horizontal and vertical elasticity to guarantee meeting a specific deadline. It specifies ...
A serverless gateway for event-driven machine learning inference in multiple clouds

Naranjo-Delgado, Diana María; Risco, Sebastián; Moltó, Germán; Blanquer Espert, Ignacio (John Wiley & Sons, 2023-08-15)

[EN] Serverless computing and, in particular, the functions as a service model has become a convincing paradigm for the development and implementation of highly scalable applications in the cloud. This is due to the ...
A service-oriented architecture for scientific computing on cloud infrastructures

Moltó, Germán; Calatrava Arroyo, Amanda; Hernández García, Vicente (Springer Verlag (Germany), 2013)

This paper describes a service-oriented architecture that eases the process of scientific application deployment and execution in IaaS Clouds, with a focus on High Throughput Computing applications. The system integrates ...
A Visual Dashboard to Track Learning Analytics for Educational Cloud Computing

Naranjo, Diana M.; Prieto, José Ramón; Moltó, Germán; Calatrava Arroyo, Amanda (MDPI AG, 2019-07-01)

[EN] Cloud providers such as Amazon Web Services (AWS) stand out as useful platforms to teach distributed computing concepts as well as the development of Cloud-native scalable application architectures on real-world ...
Abstracción en el acceso a la información de equipos médicos mediante analizadores léxicos y sintácticos y encapsulación de protocolos

Minuesa Cuenca, Víctor Miguel (Universitat Politècnica de València, 2010-12-22)
Accelerated serverless computing based on GPU virtualization

Naranjo-Delgado, Diana María; Risco, Sebastián; Alfonso Laguna, Carlos De; Pérez-González, Alfonso María; Blanquer Espert, Ignacio; Moltó, Germán (Elsevier, 2020-05)

[EN] This paper introduces a platform to support serverless computing for scalable event-driven data processing that features a multi-level elasticity approach combined with virtualization of GPUs. The platform supports ...
Advanced Elastic Platforms for High Throughput Computing on Container-based and Serverless Infrastructures

Pérez González, Alfonso María (Universitat Politècnica de València, 2020-06-15)

[ES] El principal objetivo de esta tesis es ofrecer a los usuarios científicos un modo de crear y ejecutar aplicaciones sin servidor (i.e. serverless) altamente paralelas, dirigidas por eventos y orientadas al procesado ...
Agriluk 2.0: El buscador de la agricultura

Blázquez Calderón, Adrián; Manrique Domingo, Daniel (Universitat Politècnica de València, 2013-11-25)

En este Proyecto Final de Carrera, se detallan el análisis, diseño e implementación de una aplicación web que mediante el uso de búsquedas, permita al usuario disponer de cualquier información agrícola que necesite. De ...
An economic and energy-aware analysis of the viability of outsourcing clustercomputing to a cloud

Alfonso Laguna, Carlos de; Caballer Fernández, Miguel; Alvarruiz Bermejo, Fernando; Moltó, Germán (Elsevier, 2013-03)

This paper compares the total cost of ownership of a physical cluster with the cost of a virtual cloudbased cluster. For that purpose, cost models for both a physical cluster and a cluster on a cloud have been developed. ...
An Online Virtual Laboratory of Electricity

Gómez-Tejedor, José Antonio; Moltó, Germán; Barros Vidaurre, Carlos Alberto (IGI Global, 2008)

[EN] In this article, we describe a Java-based virtual laboratory, accessible via the Internet by means of a Web browser. This remote laboratory enables the students to build both direct and alternating current circuits. ...
Analíticas Visuales para la Auto-Regulación del Aprendizaje de Cloud Computing Mediante una Plataforma Web Serverless

Palacios Lartain, Josu (Universitat Politècnica de València, 2022-10-21)

[ES] Con el propósito de mejorar las analíticas visuales para la autorregulación del aprendizaje de Cloud Computing y la reducción de gastos durante este proceso, este proyecto pretende colaborar en la implementación ...
Análisis de factores de diagnóstico en informes radiológicos del proceso clínico diagnóstico de cáncer de mama mediante MapReduce

Loor Maspons, Luis Enrique (Universitat Politècnica de València, 2016-06-21)

[EN] Nowadays hospitals store a large amount of radiology reports in different Radiology Information Systems (RIS) from different modalities, such as ultrasound, MRI scans, CT scans, mammograms, Xrays, etc. These reports ...
Análisis de Herramientas Software para el Ciclo de Vida de un Proyecto de Big Data

Mata Llorca, Manuel (Universitat Politècnica de València, 2020-09-08)

[ES] Este Trabajo Fin de Master consiste, por una parte, en el análisis de un subconjunto de herramientas informáticas del ecosistema de Apache Hadoop orientadas a cubrir el ciclo de vida completo de un proyecto de Big ...