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Listar por palabra clave "Edge computing"

Mostrando ítems 1-20 de 35

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A high-performance IoT solution to reduce frost damages in stone fruits

Guillén-Navarro, Miguel A.; Martínez-España, Raquel; López, Belén; Cecilia-Canales, José María (John Wiley & Sons, 2021-01-25)

[EN] Agriculture is one of the key sectors where technology is opening new opportunities to break up the market. The Internet of Things (IoT) could reduce the production costs and increase the product quality by providing ...
A LoRa-based protocol for connecting IoT edge computing nodes to provide small-data-based services

Nakamura, Kiyoshy; Manzoni, Pietro; Redondi, Alessandro; Longo, Edoardo; Zennaro, Marco; Cano, Juan-Carlos; Tavares De Araujo Cesariny Calafate, Carlos Miguel (Elsevier, 2022-07)

[EN] Data is becoming increasingly personal. Individuals regularly interact with a variety of structured data, ranging from SQLite databases on the phone to personal sensors and open government data. The ¿digital traces ...
A Repository of Method Fragments for Agent-Oriented Development of Learning-Based Edge Computing Systems

García-Magariño, Iván; Nasralla, Moustafa M.; Lloret, Jaime (Institute of Electrical and Electronics Engineers, 2021-02)

[EN] The upcoming avenue of IoT, with its massive generated data, makes it really hard to train centralized systems with machine learning in real time. This problem can be addressed with learning-based edge computing systems ...
A Time-Driven Data Placement Strategy for a Scientific Workflow Combining Edge Computing and Cloud Computing

Lin, Bing; Zhu, Fangning; Zhang, Jianshan; Chen, Jiaqing; Chen, Xing; Xiong, Naixue N.; Lloret, Jaime (Institute of Electrical and Electronics Engineers, 2019-07)

[EN] Compared to traditional distributed computing environments such as grids, cloud computing provides a more cost-effectiveway to deploy scientificworkflows. Each task of a scientific workflow requires several large ...
AI-enabled autonomous drones for fast climate change crisis assessment

Hernández, Daniel; Cano, Juan-Carlos; Silla, Federico; Tavares De Araujo Cesariny Calafate, Carlos Miguel; Cecilia-Canales, José María (Institute of Electrical and Electronics Engineers, 2022-05-15)

[EN] Climate change is one of the greatest challenges for modern societies. Its consequences, often associated with extreme events, have dramatic results worldwide. New synergies between different disciplines, including ...
An Efficient Deep Learning Framework for Intelligent Energy Management in IoT Networks

Han, Tao; Muhammad, Khan; Hussain, Tanveer; Lloret, Jaime; Baik, Sung Wook (Institute of Electrical and Electronics Engineers, 2021-03-01)

[EN] Green energy management is an economical solution for better energy usage, but the employed literature lacks focusing on the potentials of edge intelligence in controllable Internet of Things (IoT). Therefore, in this ...
Analysis Design and Implementation of Artificial Intelligence Techniques in Edge Computing Environments

Hernández Vicente, Daniel (Universitat Politècnica de València, 2023-03-27)

[ES] Edge Computing es un modelo de computación emergente basado en acercar el procesamiento a los dispositivos de captura de datos en las infraestructuras Internet of things (IoT). Edge computing mejora, entre otras cosas, ...
Arquitectura de sistema 5G distribuido para la virtualización de aplicaciones de Industria 4.0 y Edge computing

Fernández Sierra, Andrea (Universitat Politècnica de València, 2021-10-11)

[ES] El objetivo principal del Trabajo Fin de Máster es analizar posibles arquitecturas 5G para un caso real de Industria 4.0 en la fábrica de Ford de Valencia. Se trabajará con una arquitectura en la que el plano de usuario ...
ASSIST-IoT: A Modular Implementation of a Reference Architecture for the Next Generation Internet of Things

Szmeja, Pawel; Fornés-Leal, Alejandro; Lacalle-Úbeda, Ignacio; Palau Salvador, Carlos Enrique; Ganzha, Maria; Pawlowski, Wieslaw; Paprzycki, Marcin; Schabbink, Johan (MDPI AG, 2023-02)

[EN] Next Generation Internet of Things (NGIoT) addresses the deployment of complex, novel IoT ecosystems. These ecosystems are related to different technologies and initiatives, such as 5G/6G, AI, cybersecurity, and data ...
Augmented semi-supervised learning for salient object detection with edge computing

Yu, Chengjin; Zhang, Yanping; Mukherjee, Mithun; Lloret, Jaime (Institute of Electrical and Electronics Engineers, 2022-06)

[EN] Salient object detection (SOD) from raw sensor images in the edge networks can effectively speed up the decision-making process in the complex environments, because it simulates the mechanism of human attention to ...
BODOQUE: An Energy-Efficient Flow Monitoring System for Ephemeral Streams

Arratia-Uribe, Benjamín Andrés; Prades, Javier; Peña-Haro, Salvador; Cecilia-Canales, José María; Manzoni, Pietro (Association for Computing Machinery (ACM), 2023-10-26)

[EN] Effective environmental monitoring is crucial for managing global environmental challenges and providing the necessary data for Environmental Intelligence (EI). This discipline involves the integration of data from ...
Cloud-Native Workload Orchestration at the Edge: A Deployment Review and Future Directions

Vañó, Rafael; Lacalle, Ignacio; Sowinski, Piotr; S-Julián, Raúl; Palau Salvador, Carlos Enrique (MDPI AG, 2023-02)

[EN] Cloud-native computing principles such as virtualization and orchestration are key to transferring to the promising paradigm of edge computing. Challenges of containerization, operative models and scarce availability ...
Deadline-Aware Fair Scheduling for Offloaded Tasks in Fog Computing With Inter-Fog Dependency

Mukherjee, Mithun; Guo, Mian; Lloret, Jaime; Iqbal, Razi; Zhang, Qi (Institute of Electrical and Electronics Engineers, 2020-02)

[EN] A fundamental problem in fog computing networks is how to schedule the deadline-aware offloaded tasks that directly arrive from the end-users and via other fog nodes. The computational resource allocation becomes more ...
Desarrollo de un prototipo de reconocimiento de gestos para robots conectados 5G

Ibáñez Zamora, Iván (Universitat Politècnica de València, 2021-10-09)

[ES] 5G, la nueva generación de redes móviles, no sólo representa un enorme salto en el plano de las comunicaciones móviles y en el exponencial avance del llamado IoT (conexión de dispositivos, sensores etc.) ofreciendo ...
Desarrollo de una plataforma basada en el SOM KV260 para la validación y diseño digital de algoritmos de procesado de imagen en tiempo real para cámaras de profundidad.

Pascual Folch, Jordi (Universitat Politècnica de València, 2024-10-10)

[ES] photonicSENS fabrica cámaras que proporcionan una imagen de colores convencional junto con una imagen de profundidad de la escena con alta precisión y en tiempo real. Hasta ahora, el procesado de la imagen del sensor ...
Design and implementation of simulation tools, protocols and architectures to support service platforms on vehicular networks

Báguena Albaladejo, Miguel (Universitat Politècnica de València, 2017-07-18)

Products related with Intelligent Transportation Systems (ITS) are becoming a reality on our roads. All car manufacturers are starting to include Internet access in their vehicles and to integrate smartphones directly ...
Diseño de un protocolo de descubrimiento de servicios y intercambio de mensajes basado en coreografía para sistemas empotrados distribuidos en el "Edge" de la arquitectura IoT

Palanca Barrio, Senén Melquíades (Universitat Politècnica de València, 2021-10-22)

[ES] Este documento presenta una solución bajo el paradigma de Internet de las Cosas (IoT) que permite el descubrimiento de microservicios distribuidos en la capa Edge de la arquitectura IoT. La capa Edge de la arquitectura ...
Diseño de un sistema de mensajería instantánea para redes comunitarias

Nakamura Pinto, Miguel Kiyoshy (Universitat Politècnica de València, 2022-10-31)

[ES] Cerca de 3.000 millones de personas en todo el mundo no pueden aprovechar ni siquiera los servicios de conectividad más básicos, ya que la mayoría de ellas viven en zonas rurales o países en vías de desarrollo. Incluso ...
Edge computing and iot analytics for agile optimization in intelligent transportation systems

Peyman, Mohammad; Copado, Pedro J.; Tordecilla, Rafael D.; do C. Martins, Leandro; Xhafa, Fatos; Juan, Angel A. (MDPI AG, 2021-10)

[EN] With the emergence of fog and edge computing, new possibilities arise regarding the data-driven management of citizens' mobility in smart cities. Internet of Things (IoT) analytics refers to the use of these technologies, ...
Evaluation of Clustering Algorithms on GPU-Based Edge Computing Platforms

Cecilia-Canales, José María; Cano, Juan-Carlos; Morales-García, Juan; Llanes, Antonio; Imbernón, Baldomero (MDPI AG, 2020-11)

[EN] Internet of Things (IoT) is becoming a new socioeconomic revolution in which data and immediacy are the main ingredients. IoT generates large datasets on a daily basis but it is currently considered as "dark data", ...