Now showing items 21-40 of 66

    • Diffusion-based physical channel Identification for Molecule Nanonetworks 

      Garralda Torres, Nora (Universitat Politècnica de Catalunya, 2011-04-27)
      Master thesis
      Open Access
      Català: El treball és una exploració del canal de difusió molecular per nanoredes moleculars, en el qual s'identifica la resposta impulsional i en freqüència del canal, es comprova la seva linealitat i invariància i ...
    • Enabling knowledge-defined networks : deep reinforcement learning, graph neural networks and network analytics 

      Suárez-Varela Macià, José Rafael (Universitat Politècnica de Catalunya, 2020-06-26)
      Doctoral thesis
      Open Access
      Significant breakthroughs in the last decade in the Machine Learning (ML) field have ushered in a new era of Artificial Intelligence (AI). Particularly, recent advances in Deep Learning (DL) have enabled to develop a new ...
    • Enabling the internet of things through energy harvesting : a circuit-aware system synthesis-oriented analysis approach 

      Gomez Cid-Fuentes, Raül (Universitat Politècnica de Catalunya, 2016-07-22)
      Doctoral thesis
      Open Access
      Powering wireless sensors has become a key challenge to enable the Internet of Things vision. A common approach to achieve this is to use Energy Harvesting. By means of this technology, sensors have access to an unlimited ...
    • Exploring alternatives to policy search 

      Güemes Palau, Carlos (Universitat Politècnica de Catalunya, 2022-01-28)
      Master thesis
      Open Access
      Covenantee:   Universitat de Barcelona / Universitat Rovira i Virgili
      The field of Reinforcement Learning (RL) has been receiving much attention during the last few years as a new paradigm to solve complex problems. However, one of the main issues with the current state of the art is their ...
    • Framework for fast prototyping of graph neural networks 

      Pujol Perich, David (Universitat Politècnica de Catalunya, 2020-06-21)
      Bachelor thesis
      Open Access
      Al llarg dels últims anys, hem pogut comprovar el gran potencial que tenen les Graph Neural Networks (GNN) al aplicar-se a una gran varietat de problemes que es formalitzen en forma de grafs (e.g xarxes de telecomunicacions, ...
    • Implementación avanzada del protocolo Fast Handover para Mobile IPv6 

      Martín Fernández, Javier (Universitat Politècnica de Catalunya, 2007-02-19)
      Master thesis (pre-Bologna period)
      Open Access
      La palabra “Movilidad” en el contexto de las nuevas tecnologías de la información y de las telecomunicaciones, se refiere a la capacidad de comunicación, entretenimiento y trabajo desde cualquier sitio y dispositivo. ...
    • Implementing spatio-temporal GNN in IGNNITION 

      Torres i Garzo, Carles (Universitat Politècnica de Catalunya, 2023-10-18)
      Master thesis
      Open Access
      GNNITIOn is a powerful library that allows the user to generate quick GNNs without needing to learn to use the deep learning libraries. STGNNs (Spati-Temporal GNNs) are a variation of the GNN that takes into account the ...
    • Integració de la llibreria Intel DPDK a LISPmob 

      Murtra Buil, Aleix (Universitat Politècnica de Catalunya, 2015-06-30)
      Bachelor thesis
      Open Access
      Covenantee:   Cisco Systems
      L'objectiu d'aquest projecte és crear un mòdul per a LISPmob que el farà capaç de processar un nombre de paquets més alt que LISPmob sense aquest mòdul. Per a aconseguir-ho, integrarem una llibreria de codi obert desenvolupada ...
    • Interfacing Open Overlay Router with Blockchain to secure the allocation and delegation of IP prefixes 

      Latif Martínez, Hamid (Universitat Politècnica de Catalunya, 2018-01-16)
      Bachelor thesis
      Open Access
      El proyecto pretende eliminar la dependencia de las Autoridades Certificadoras en el uso de los DDT de LISP mediante el uso de una BlockChain.
    • Knowledge-defined networking : a machine learning based approach for network and traffic modeling 

      Mestres Sugrañes, Albert (Universitat Politècnica de Catalunya, 2017-12-12)
      Doctoral thesis
      Open Access
      The research community has considered in the past the application of Machine Learning (ML) techniques to control and operate networks. A notable example is the Knowledge Plane proposed by D.Clark et al. However, such ...
    • Knowledge-Defined Networking: Modelització de la xarxa a través de l’aprenentatge automàtic i la inferència 

      Carner Marsal, Josep (Universitat Politècnica de Catalunya, 2016-06-29)
      Bachelor thesis
      Open Access
      Covenantee:   University of California, Berkeley
      En el projecte es defineix el Knowledge-Defined Networking, un paradigma de comunicació revolucionari creat entre la UPC, UC Berkeley i empreses com HP i CISCO que modela i optimitza la xarxa a través de l'aprenentatge ...
    • Learning complex games through self play - Pokémon battles 

      Llobet Sanchez, Miquel (Universitat Politècnica de Catalunya, 2018-06)
      Bachelor thesis
      Open Access
      En aquest projecte s'analitza la viabilitat d'utilitzar aprenentatge per reforç i "self- play" per entrenar un agent a jugar Batalles Pokémon. El joc és analitzat en detall i les seves propietats úniques són revelades. El ...
    • Leveraging graph neural networks for optimization and traffic compression in network digital twins 

      Almasan Puscas, Felician Paul (Universitat Politècnica de Catalunya, 2023-07-17)
      Doctoral thesis
      Open Access
      (English) In recent years, several industry sectors have adapted the Digital Twin (DT) paradigm to improve the performance of physical systems. This paradigm consists of leveraging computational methods to build high-fidelity ...
    • LISP-DDT sobre OpenOverlayRouter 

      Puigdemont Velasco, Ernest (Universitat Politècnica de Catalunya, 2018-01-24)
      Bachelor thesis
      Open Access
      Aquest projecte es basa en dissenyar i implementar la funcionalitat de LISP-DDT per a la plataforma OpenOverlayRouter(OOR). OOR és una implementació de codi obert per a crear xarxes de superposició programables, escrita ...
    • Mailnet per a dispositius mòbils 

      Moreno Garcia, Miquel (Universitat Politècnica de Catalunya, 2013-06-10)
      Master thesis (pre-Bologna period)
      Restricted access - confidentiality agreement
    • Multi-agent graph learning-based optimization and its applications to computer networks 

      Bernárdez Gil, Guillermo (Universitat Politècnica de Catalunya, 2024-03-15)
      Doctoral thesis
      Open Access
      (English) In the wake of a digital revolution, contemporary society finds itself entrenched in an era where network applications' demands surpass the capabilities of conventional network management solutions. This dissertation ...
    • Multi-User Ultra-Massive MIMO for very high frequency bands (mmWave and THz): a resource allocation problem 

      Rodrigo Muñoz, Santiago (Universitat Politècnica de Catalunya, 2018-04-02)
      Master thesis
      Open Access
      Covenantee:   Northeastern University
      A dynamic subarray allocation for multi-user massive MIMO systems working in very high frequency bands (mmWave and THz) is proposed as a promising technique to unleash the capacity limits in future cellular networks capable ...
    • N3SIM : Simulator for diffusion-based molecular communication in Nanonetworks 

      Pascual Mariñelarena, Ignacio (Universitat Politècnica de Catalunya, 2011-06-15)
      Master thesis (pre-Bologna period)
      Open Access
      English: Nanotechnology is enabling the development of devices in a scale ranging from one to a few hundred nanometers, known as nanomachines. How these nanomachines will communicate is still an open debate. Molecular ...
    • Network modeling using graph neural networks 

      Ferriol Galmés, Miquel (Universitat Politècnica de Catalunya, 2020-07)
      Master thesis
      Restricted access - confidentiality agreement
    • Next generation overlay networks : security, trust, and deployment challenges 

      Paillissé Vilanova, Jordi (Universitat Politècnica de Catalunya, 2021-07-23)
      Doctoral thesis
      Open Access
      Overlay networks are a technique to build a new network on top of an existing one. They are a key tool to add functionality to existing networks, and are used in different layers of the Internet stack for a wide variety ...