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  • An automotive case study on the limits of approximation for object detection 

    Caro Roca, Martí; Tabani, Hamid; Abella Ferrer, Jaume; Moll Echeto, Francisco de Borja; Morancho Llena, Enrique; Canal Corretger, Ramon; Altet Sanahujes, Josep; Calomarde Palomino, Antonio; Cazorla Almeida, Francisco Javier; Rubio Romano, Antonio; Fontova Muste, Pau; Fornt Mas, Jordi (2023-05)
    Article
    Restricted access - publisher's policy
    The accuracy of camera-based object detection (CBOD) built upon deep learning is often evaluated against the real objects in frames only. However, such simplistic evaluation ignores the fact that many unimportant objects ...

  • Deep-learning based detection for cyber-attacks in IoT networks: A distributed attack detection framework 

    Jullian Parra, Olivia; Otero Calviño, Beatriz; Rodríguez Luna, Eva; Gutiérrez Escobar, Norma; Antona Pizà, Héctor; Canal Corretger, Ramon (Springer Nature, 2023-02-04)
    Article
    Open Access
    The widespread use of smart devices and the numerous security weaknesses of networks has dramatically increased the number of cyber-attacks in the internet of things (IoT). Detecting and classifying malicious traffic is ...

  • A survey of machine and deep learning methods for privacy protection in the Internet of things 

    Rodríguez Luna, Eva; Otero Calviño, Beatriz; Canal Corretger, Ramon (Multidisciplinary Digital Publishing Institute (MDPI), 2023-01-21)
    Article
    Open Access
    Recent advances in hardware and information technology have accelerated the proliferation of smart and interconnected devices facilitating the rapid development of the Internet of Things (IoT). IoT applications and services ...

  • A Real-Time Error Detection (RTD) architecture and its use for reliability and post-silicon validation for F/F based memory arrays 

    Sazeides, Yiannakis; Bramnik, Arkady; Gabor, Ron; Canal Corretger, Ramon (Institute of Electrical and Electronics Engineers (IEEE), 2022-04-01)
    Article
    Open Access
    This work proposes in-situ Real-Time Error Detection (RTD): embedding hardware in a memory array for detecting a fault in the array when it occurs, rather than when it is read. RTD breaks the serialization between data ...

  • A reference architecture for cloud-edge meta-operating systems enabling cross-domain, data-intensive, ML-assisted applications: architectural overview and key concepts 

    Trakadas, Panagiotis; Masip Bruin, Xavier; Facca, Federico M.; Spantideas, Sotirios T.; Giannopoulos, Anastasios; Kapsalis, Nikolaos C.; Martins, Rui; Bosani, Enrica; Ramon Balasch, Joan; González Prats, Raül; Ntroulias, George; Lyridis, Dimitrios V. (Multidisciplinary Digital Publishing Institute (MDPI), 2022-11-21)
    Article
    Open Access
    Future data-intensive intelligent applications are required to traverse across the cloudto-edge-to-IoT continuum, where cloud and edge resources elegantly coordinate, alongside sensor networks and data. However, current ...

  • Cybersecurity in ict supply chains: Key challenges and a relevant architecture 

    Masip Bruin, Xavier; Marín Tordera, Eva; Ruiz Jiménez, Francisco José; Jukan, Admela; Trakadas, Panagiotis; Cernivec, Ales; Lioy, Antonio; Lopez, Diego; Santos, Henrique; Gonos, Antonis; Silva, Ana; Soriano Díaz, José; Kalogiannis, Grigorios (2021-09-01)
    Article
    Open Access
    The specific demands of supply chains built upon large and complex IoT systems, make it a must to design a coordinated framework for cyber resilience provisioning, intended to guarantee trusted supply chains of ICT systems, ...

  • Managing the cloud continuum: lessons learnt from a real fog-to-cloud deployment 

    Masip Bruin, Xavier; Marín Tordera, Eva; Sánchez López, Sergio; García Almiñana, Jordi; Jukan, Admela; Juan Ferrer, Ana; Queralt Calafat, Anna; Salis, Antonio; Bartoli, Andrea; Cankar, Matija; Cordeiro, Cristovao; Jensen, Jens; Kennedy, John D. (2021-05-01)
    Article
    Open Access
    The wide adoption of the recently coined fog and edge computing paradigms alongsideconventional cloud computing creates a novel scenario, known as the cloud continuum, whereservices may benefit from the overall set of ...

  • The dilating method to obtain dense cayley digraphs on finite abelian groups 

    Aguiló Gost, Francisco de Asis L.; Fiol Mora, Miquel Àngel; Pérez Mansilla, Sonia (2021-01-01)
    Article
    Open Access
    A geometric method for obtaining an infinite family of Cayley digraphs of constant density on finite abelian groups is presented. The method works for any given degree d ≥ 2, and it is based on consecutive dilates of a ...

  • Data-flow driven optimal tasks distribution for global heterogeneous systems 

    García Almiñana, Jordi; Aguiló Gost, Francisco de Asis L.; Asensio Garcia, Adrian; Simó Mezquita, Ester; Zaragoza Monroig, M. Luisa; Masip Bruin, Xavier (Elsevier, 2021-07)
    Article
    Open Access
    As a result of advances in technology and highly demanding users expectations, more and more applications require intensive computing resources and, most importantly, high consumption of data distributed throughout the ...

  • On the optimality of concurrent container clusters scheduling over heterogeneous smart environments 

    Asensio Garcia, Adrian; Masip Bruin, Xavier; García Almiñana, Jordi; Sánchez López, Sergio (Elsevier, 2021-05-01)
    Article
    Open Access
    Smart environments rely on the cloud for most computation activities; however, leveraging the availability of resources at the edge could complement the cloud capabilities to provide a resources continuum spectrum that ...

  • Towards user-centric, switching cost-aware fog node selection strategies 

    Rejiba, Zeineb; Masip Bruin, Xavier; Marín Tordera, Eva (Elsevier, 2021-04-01)
    Article
    Open Access
    In order to address high latency issues that may arise when executing timecritical applications at the cloud side, the novel fog computing paradigm has emerged, thus enabling the execution of such applications within ...

  • Dootrips: a CO2-neutral global transportation system based on collaboration 

    Rosello, Adrian; García Almiñana, Jordi; Ros, Jordi (2014)
    Article
    Open Access
    With more than 30 million articles in 287 languages, Wikipedia allows volunteers from around the world make contributions towards the creation of the most complete encyclopedia ever written by ...

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