Master in Innovation and Research in Informatics - MIRI: Enviaments recents

Ara es mostren els items 13-24 de 454

    • Implementing spatio-temporal GNN in IGNNITION 

      Torres i Garzo, Carles (Universitat Politècnica de Catalunya, 2023-10-18)
      Projecte Final de Màster Oficial
      Accés obert
      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 ...

    • Experimental evaluation of a Machine Learning (ML)-based flow admission control policy for the clean-slate Recursive InterNetwork Architecture 

      Bonet Arnaiz, Guillem (Universitat Politècnica de Catalunya, 2023-10-18)
      Projecte Final de Màster Oficial
      Accés obert
      The Recursive InterNetwork Architecture (RINA) was presented as a clean-slate architecture to solve the current shortcomings of the current Internet architecture. In parallel, the Routenet Graph Neural Network (GNN) is ...

    • Services to support simulation workflows for next generation aircraft structures 

      Cecco, Riccardo (Universitat Politècnica de Catalunya, 2023-10-17)
      Projecte Final de Màster Oficial
      Accés obert
      Realitzat a/amb:   Barcelona Supercomputing Center
      In the intricate and rapidly advancing domain of aerospace engineering, the task of designing and manufacturing next-generation aircraft structures stands as a monumental challenge. The aerospace industry, with its relentless ...

    • Comparing deep learning models in terms of prediction and explainability in time series forecasting 

      Azparrent Estela, Carol Jhasmin (Universitat Politècnica de Catalunya, 2023-10-17)
      Projecte Final de Màster Oficial
      Accés obert
      In the realm of time-series forecasting, deriving meaningful predictions from historical trends and patterns presents a significant challenge. Traditional methods, while showcasing certain capabilities, often encounter ...

    • Deployment automation and allocation strategies for distributed data analytics workflows over edge-to-cloud continuum infrastructures 

      Martínez Acón, Oriol (Universitat Politècnica de Catalunya, 2023-10-17)
      Projecte Final de Màster Oficial
      Accés obert
      Realitzat a/amb:   Barcelona Supercomputing Center
      L'Internet of Things produeix grans quantitats de dades a punt per ser analitzades, però les aproximacions tradicionals de Cloud Computing s'estan quedant curtes. L'Edge Computing, reforçada per la tecnologia 5G, ofereix ...

    • Design and implementation of a WASM-based process execution service for a distributed-systems middleware 

      Solabarrieta Roman, Mikel (Universitat Politècnica de Catalunya, 2023-10-18)
      Projecte Final de Màster Oficial
      Accés obert
      Distributed applications present a different set of challenges from their centralized counterparts, such as consensus, clustering, or message propagation. Wetware is a distributed systems middleware that provides a unified ...

    • Container-based deployment strategies on heterogeneous edge-to-cloud computing infrastructures 

      Cañete Garrucho, Alba (Universitat Politècnica de Catalunya, 2023-10-17)
      Projecte Final de Màster Oficial
      Accés obert
      Realitzat a/amb:   Barcelona Supercomputing Center
      In recent years, edge computing has refined data management and analytics by facilitating real-time processing closer to data sources, significantly reducing latency and bandwidth utilization. In conjunction with cloud ...

    • Benchmarking vector accelerators with an automotive application 

      Petrovic, Matej (Universitat Politècnica de Catalunya, 2023-06-29)
      Projecte Final de Màster Oficial
      Accés obert
      This project focuses on the development and optimization of an automotive radar application.The project aims to generate a functional version of the application in collaboration with Infineon Germany. The implementation ...

    • Towards Cache-Coherent Chiplet-Based Architectures with Wireless Interconnects 

      Arya, Nitish (Universitat Politècnica de Catalunya, 2023-06-29)
      Projecte Final de Màster Oficial
      Accés obert
      Cache-coherent chiplet-based architectures have gained significant attention due to their potential for scalability and improved performance in modern computing systems. However, the interconnects in such architectures ...

    • Extension and improvement of a PCIe-based FPGA environment for testing HPC architectures 

      Querol De Porras, Andrea (Universitat Politècnica de Catalunya, 2023-06-29)
      Projecte Final de Màster Oficial
      Accés obert
      The European Processor Initiative (EPI) is a European project that performs research to advance High-Performance Computing (HPC) through the development of European technology. EPI aims at the development of a general-purpose ...

    • A framework for energy communities management: smart electric vehicle charging stations 

      Cases Freixenet, Marcel (Universitat Politècnica de Catalunya, 2023-06-28)
      Projecte Final de Màster Oficial
      Accés restringit per acord de confidencialitat
      Energy distribution flow through the general grid has traditionally been hierarchical and unidirectional from generation agents to customers. However, contemporary changes in the conception of energy uses have led to the ...

    • Contactless polygraph 

      Mori Yukie Kimura, Milena (Universitat Politècnica de Catalunya, 2023-06-28)
      Projecte Final de Màster Oficial
      Accés obert
      The constant transformation of our surroundings often goes unnoticed, but it occurs nonetheless. Imperceptibly, our skin undergoes slight color changes as our hearts beat, and our heads subtly move with each breath. While ...