Recent Submissions

  • An NIDS for known and zero-day anomalies 

    Hussain, Ayaz; Aguiló Gost, Francisco de Asis L.; Simó Mezquita, Ester; Marín Tordera, Eva; Masip Bruin, Xavier (Institute of Electrical and Electronics Engineers (IEEE), 2023)
    Conference report
    Open Access
    Rapid development in the network infrastructure has resulted in sophisticated attacks which are hard to detect using typical network intrusion detection systems (NIDS). There is a strong need for efficient NIDS to detect ...
  • Machine learning-based recovery of thermophysical information from velocity data in supercritical fluids turbulence 

    Masclans Serrat, Núria; Vázquez-Novoa, Fernando; Bernades, Marc; Badia Sala, Rosa Maria; Jofre Cruanyes, Lluís (European Research Community on Flow, Turbulence, and Conbustion (ERCOFTAC), 2023)
    Conference report
    Open Access
    Recent research has shown the possibility to achieve microconfined turbulence utilizing supercritical fluids under high-pressure transcritical conditions. This has generated increasing interest in the hybrid nature of the ...
  • Data prefetching on in-order processors 

    Ortega Carrasco, Cristobal; García Flores, Víctor; Moreto Planas, Miquel; Casas Guix, Marc; Rositoru, Roxana (Institute of Electrical and Electronics Engineers (IEEE), 2018)
    Conference report
    Open Access
    Low-power processors have attracted attention due to their energy-efficiency. A large market, such as the mobile one, relies on these processors for this very reason. Even High Performance Computing (HPC) systems are ...
  • Reflexiones sobre el diseño de una asignatura de educación en el grado de ingeniería informática 

    López Sánchez, Raúl; López Álvarez, David; Fernández Ruzafa, José (Universidad de Granada, 2023)
    Conference lecture
    Open Access
    La informática es una de las áreas de conocimiento que más rápido están cambiando. Estos cambios requieren una formación continua, especializada y adaptativa. Más allá de las salidas profesionales como docente en enseñanza ...
  • Diseño de investigaciones cualitativas en el entorno de educación en informática: guía y estudio bibliográfico 

    López Álvarez, David (Universidad de Granada, 2023)
    Conference report
    Open Access
    Las personas que realizan investigaciones en educación de la ingeniería informática han recibido un tipo de formación científica que suele provocar un sesgo hacia las investigaciones de tipo cuantitativo. Sin embargo, las ...
  • SafeLS: An open source implementation of a lockstep NOEL-V RISC-V core 

    Sarraseca Julian, Marcel; Alcaide Portet, Sergi; Fuentes Díaz, Francisco Javier; Rodríguez Rivas, Juan Carlos; Chang, Feng; Lasfar, Ilham; Canal Corretger, Ramon; Cazorla Almeida, Francisco Javier; Abella Ferrer, Jaume (Institute of Electrical and Electronics Engineers (IEEE), 2023)
    Conference report
    Open Access
    Microcontrollers running safety-critical applications with high integrity requirements must provide appropriate safety measures to manage random hardware faults. For instance, automotive safety regulations (e.g., ISO26262) ...
  • Hierarchical management of extreme-scale task-based applications 

    Lordan Gomis, Francesc; Puigdemunt Schmolling, Gabriel; Vergés Boncompte, Pere; Conejero Bañón, Francisco Javier; Ejarque Artigas, Jorge; Badia Sala, Rosa Maria (Springer Cham, 2023)
    Conference report
    Restricted access - publisher's policy
    The scale and heterogeneity of exascale systems increment the complexity of programming applications exploiting them. Task-based approaches with support for nested tasks are a good-fitting model for them because of the ...
  • Scalable random forest with data-parallel computing 

    Vázquez-Novoa, Fernando; Conejero Bañón, Francisco Javier; Tatu, Cristian; Badia Sala, Rosa Maria (Springer Cham, 2023)
    Conference report
    Restricted access - publisher's policy
    In the last years, there has been a significant increment in the quantity of data available and computational resources. This leads scientific and industry communities to pursue more accurate and efficient Machine Learning ...
  • Sign language translation from instructional videos 

    Tarrés Benet, Laia; Gallego Olsina, Gerard Ion; Cardoso Duarte, Amanda; Torres Viñals, Jordi; Giró Nieto, Xavier (Computer Vision Foundation, 2023)
    Conference report
    Open Access
    The advances in automatic sign language translation (SLT) to spoken languages have been mostly benchmarked with datasets of limited size and restricted domains. Our work advances the state of the art by providing the first ...
  • Towards spatial multiplexing in wireless networks within computing packages 

    Rodríguez Galán, Fátima Yolanda; de Santana, Elana Pereira; Bolívar, Peter Haring; Abadal Cavallé, Sergi; Alarcón Cot, Eduardo José (Association for Computing Machinery (ACM), 2022)
    Conference lecture
    Open Access
    Wireless Networks-on-Chip (WNoCs) are regarded as a disruptive alternative to conventional interconnection networks at the chip scale, yet limited by the relatively low aggregate bandwidth of such wireless networks. Hence, ...
  • DynAMO: Improving parallelism through dynamic placement of atomic memory operations 

    Soria Pardos, Víctor; Armejach Sanosa, Adrià; Mück, Tiago; Suárez Gracía, Dario; Joao, Jose A.; Rico, Alejandro; Moreto Planas, Miquel (Association for Computing Machinery (ACM), 2023)
    Conference report
    Open Access
    With increasing core counts in modern multi-core designs, the overhead of synchronization jeopardizes the scalability and efficiency of parallel applications. To mitigate these overheads, modern cache-coherent protocols ...
  • OpenCAL++: An object-oriented architecture for transparent parallel execution of cellular automata models 

    Giordano, Andrea; D'Ambrosio, Donato; Macri, Davide; Rongo, Rocco; Utrera Iglesias, Gladys Miriam; Gil, Marisa; Spataro, William (Institute of Electrical and Electronics Engineers (IEEE), 2023)
    Conference report
    Open Access
    Cellular Automata (CA) models, initially studied by John von Neumann, have been developed by numerous researchers and applied in both academic and scientific fields. Thanks to their local and independent rules, simulations ...

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