Blar i SINTEF Open på forfatter "Dautov, Rustem"

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    • Bridging the Gap Between Java and Python in Mobile Software Development to Enable MLOps 

      Dautov, Rustem; Husom, Erik Johannes; Gonidis, Fotis; Papatzelos, Spyridon; Malamas, Nikolaos (Chapter; Peer reviewed, 2022)
      The role of Machine Learning (ML) engineers in mobile development has become increasingly important in recent years, as more and more business-critical mobile applications depend on AI components. Many development teams ...

    • Context-Aware Digital Twins to Support Software Management at the Edge 

      Dautov, Rustem; Song, Hui (Chapter, 2023)
      With millions of connected edge gateways, there is a pressing challenge of remote maintenance of containerised software components after the initial release. To support remote update operations, edge software providers ...

    • The DYNABIC approach to resilience of critical infrastructures 

      Rios, Erkuden; Iturbe, Eider; Rego, Angel; Ferry, Nicolas; Tigli, Jean-Yves; Lavirotte, Stephane; Rocher, Gérald; Nguyen, Phu Hong; Song, Hui; Dautov, Rustem; Mallouli, Wissam; Cavalli, Ana Rosa (Chapter, 2023)
      With increasing interdependencies and evolving threats, maintaining operational continuity in critical systems has become a significant challenge. This paper presents the DYNABIC (Dynamic business continuity of critical ...

    • Function-as-a-Service for the Cloud-to-Thing Continuum: A Systematic Mapping Study 

      da Silva Oliveira, Bárbara; Ferry, Nicolas; Song, Hui; Dautov, Rustem; Barišić, Ankica; da Rocha, Atslands Rego (Chapter, 2023)
      Until recently, Internet of Things applications were mainly seen as a means to gather sensor data for further processing in the Cloud. Nowadays, with the advent of Edge and Fog Computing, digital services are dragged closer ...

    • An inclusive Lifecycle Approach for IoT Devices Trust and Identity Management 

      Loupos, Konstantinos; Niavis, Harris; Michalopoulos, Fotis; Misiakoulis, George; Skarmeta, Antonio F.; García, Jesús; Palomares, Angel; Song, Hui; Dautov, Rustem; Giampaolo, Francesca; Mancilla, Rosella; Costantino, Francesca; Van Landuyt, Dimitri; Michiels, Sam; More, Stefan; Xenakis, Christos; Bampatsikos, Michail; Politis, Ilias; Krilakis, Konstantinos; Syvridis, Dimitris (Chapter, 2023)
      ERATOSTHENES is an EC, co-funded, research project strongly considering modern security challenges in the domain of Internet of Things in mind of their huge penetration into our day to day lives. There are a series of ...

    • Machine Learning for Fatigue Detection using Fitbit Fitness Trackers 

      Husom, Erik Johannes; Dautov, Rustem; Nedisan Videsjorden, Adela; Gonidis, Fotis; Papatzelos, Spyridon; Malamas, Nikolaos (Chapter, 2022)
      Fatigue can be a pre-cursor to many illnesses and injuries, and cause fatal work-related incidents. Fatigue detection has been traditionally performed in lab conditions with stationary medical-grade diagnostics equipment ...

    • Model-based Continuous Deployment of SIS 

      Ferry, Nicolas; Song, Hui; Dautov, Rustem; Nguyen, Phu Hong; Chauvel, Franck (Chapter; Peer reviewed, 2021)
      This chapter is organized as follows. Section 4.2 provides an overview of the current state of the art and of the practice for the automatic deployment of SIS. Section 4.3 introduces our solutions for the automatic deployment ...

    • Model-based fleet deployment in the IoT–edge–cloud continuum 

      Song, Hui; Dautov, Rustem; Ferry, Nicolas; Solberg, Arnor; Fleurey, Franck (Peer reviewed; Journal article, 2022)
      With the increasing computing and networking capabilities, IoT devices and edge gateways have become part of a larger IoT–edge–cloud computing continuum, where processing and storage tasks are distributed across the whole ...

    • Software-based, Intelligent Energy Optimization Methods for Green IoT 

      Goknil, Arda; Song, Hui; Dautov, Rustem; Yildirim, K. Sinan (SINTEF Rapport;2021:01423, Research report, 2021)
      Internet of Things (IoT) has the potential to support a more sustainable world by digitalizing various daily-life tasks and industrial processes. On the other hand, the global energy consumption of IoT devices is already ...

    • Towards a Model-Based Serverless Platform for the Cloud-Edge-IoT Continuum 

      Ferry, Nicolas; Dautov, Rustem; Song, Hui (Chapter, 2022)
      One of the most prominent implementations of the serverless programming model is Function-as-a-Service (FaaS). Using FaaS, application developers provide source code of serverless functions, typically describing only parts ...

    • Towards a Sustainable IoT with Last-Mile Software Deployment 

      Dautov, Rustem; Song, Hui; Ferry, Nicolas (Chapter, 2021)
      Billions of sensor-enabled IoT devices generate extreme amounts of e- waste. Because of the low cost and short lifespan of electronic components, it is often more convenient for consumers to buy a new device instead of ...

    • Towards MLOps in Mobile Development with a Plug-in Architecture for Data Analytics 

      Dautov, Rustem; Husom, Erik Johannes; Gonidis, Fotis (Chapter, 2022)
      Smartphones are increasingly used as universal IoT gateways collecting data from connected sensors in a wide range of industrial applications. With the increasing computing capabilities, they are used not just for simple ...