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Browsing Articles (Departament de Tecnologies de la Informació i les Comunicacions) by Author "Dustdar, Schahram"

Browsing Articles (Departament de Tecnologies de la Informació i les Comunicacions) by Author "Dustdar, Schahram"

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  • Yang, Yang; Dustdar, Schahram; Shu, Hongfeng (Institute of Electrical and Electronics Engineers (IEEE), 2023)
    Mobile communication standards were developed for enhancing transmission and network performance by using more radio resources and improving spectrum and energy efficiency. How to effectively address diverse user requirements ...
  • Lachner, Clemens; Laufer, Jan; Dustdar, Schahram; Pohl, Klaus (Institute of Electrical and Electronics Engineers (IEEE), 2022)
    The design, development, deployment, and operation of a distributed Video Analytics Pipeline (VAP) at the edge of the network is highly complex. In the domain of adaptive systems, several solutions are proposed in literature ...
  • Motlagh, Naser Hossein; Lovén, Lauri; Cao, Jacky; Liu, Xiaoli; Nurmi, Petteri; Dustdar, Schahram; Tarkoma, Sasu; Su, Xiang (Institute of Electrical and Electronics Engineers (IEEE), 2022)
    This article contributes a research vision for using edge computing to deliver the computing infrastructure for emerging smart megacities, with use cases, key requirements, and reflections on the state of the art. We also ...
  • Tsigkanos, Christos; Bersani, Marcello M.; Frangoudis, Pantelis A.; Dustdar, Schahram (Institute of Electrical and Electronics Engineers (IEEE), 2022)
    Complex distributed systems such as the ones induced by Internet of Things (IoT) deployments, are expected to operate in compliance to their requirements. This can be checked by inspecting events flowing throughout the ...
  • Vila, Marc; Casamayor Pujol, Víctor; Dustdar, Schahram; Teniente, Ernest (Elsevier, 2022)
    There are billions of devices worldwide deployed, connected, and communicating to other systems. Sensors and actuators, which can be stationary or movable devices. These Edge devices are considered part of the Internet of ...
  • Wen, Zhenyu; Hu, Haozhen; Yang, Renyu; Qian, Bian; Sham, Ringo W.H.; Rui, Sun; Xu, Jie; Patel, Pankesh; Rana, Omer; Dustdar, Schahram; Ranjan, Rajiv (Institute of Electrical and Electronics Engineers (IEEE), 2022)
    A platform for orchestrating networked machine learning (ML) applications over distributed environments is described. ML applications are transformed into automated pipelines that manage the whole application lifecycle and ...
  • Sun, Shengtao; Dustdar, Schahram; Ranjan, Rajiv; Morgan, Graham; Dong, Yusen; Wang, Lizhe (Institute of Electrical and Electronics Engineers (IEEE), 2022)
    With the significant improvements in Earth observation (EO) technologies, remote sensing (RS) data exhibit the typical characteristics of Big Data. Propelled by the powerful feature extraction capabilities of intelligent ...
  • Siddiqui, Shahbaz; Hameed, Sufian; Shah, Syed Attique; Ahmad, Ijaz; Aneiba, Adel; Draheim, Dirk; Dustdar, Schahram (Institute of Electrical and Electronics Engineers (IEEE), 2022)
    Internet of Things (IoT) is characterized as one of the leading actors for the next evolutionary stage in the computing world. IoT-based applications have already produced a plethora of novel services and are improving the ...
  • Murturi, Ilir; Egyed, Adam; Dustdar, Schahram (Institute of Electrical and Electronics Engineers (IEEE), 2022)
    The convergence between AI planning techniques and the Internet of Things (IoT) can solve various operational and business challenges. However, IoT systems’ stringent requirements such as latency and scalability have ...

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