Browsing by Author "Sengupta, Souvik"Més informació

Now showing items 1-8 of 8

    • Adaptive learning-based resource management strategy in fog-to-cloud 

      Sengupta, Souvik (Universitat Politècnica de Catalunya, 2020-10-20)
      Doctoral thesis
      Open Access
      Technology in the twenty-first century is rapidly developing and driving us into a new smart computing world, and emerging lots of new computing architectures. Fog-to-Cloud (F2C) is among one of them, which emerges to ...

    • An architectural schema for performance prediction using machine learning in the fog-to-cloud paradigm 

      Sengupta, Souvik; García Almiñana, Jordi; Masip Bruin, Xavier; Prieto González, Andrés (2019)
      Conference report
      Open Access
      The Fog-to-Cloud (F2C) paradigm is emerging to both provide higher functional efficiency for latency-sensitive services and also help modern computing systems to be more intelligent. As it is still in its infancy, the ...

    • An architecture for resource management in a fog-to-cloud framework 

      Sengupta, Souvik; García Almiñana, Jordi; Masip Bruin, Xavier (Springer, 2018)
      Conference report
      Restricted access - publisher's policy
      Fog-to-cloud (F2C) platforms provide an excellent framework for the efficient resource management in the context of smart cities. In such a scenario, a vast number of heterogeneous resources, including computing devices ...

    • Collaborative learning-based schema for predicting resource usage and performance in F2C paradigm 

      Sengupta, Souvik; García Almiñana, Jordi; Masip Bruin, Xavier (Institute of Electrical and Electronics Engineers (IEEE), 2020)
      Conference report
      Restricted access - publisher's policy
      Better resource utilization is a continuous demand for smart computing paradigm. Fog-to-Cloud (F2C) is emerging to satisfy that need. Adopting machine-learning (ML) techniques help F2C to priorly forecast system resource ...

    • Essentiality of managing the resource information in the coordinated fog-to-cloud paradigm 

      Sengupta, Souvik; García Almiñana, Jordi; Masip Bruin, Xavier (2019-12-26)
      Article
      Open Access
      Fog-to-cloud (F2C) computing is an emerging computational platform. By combing the cloud, fog, and IoT, it provides an excellent framework for managing and coordinating the resources in any smart computing domain. Efficient ...

    • Essentiality of resource and service-task characterization in the coordinated fog-to-cloud paradigm 

      Sengupta, Souvik; García Almiñana, Jordi; Masip Bruin, Xavier (Institute of Electrical and Electronics Engineers (IEEE), 2018)
      Conference report
      Restricted access - publisher's policy
      Fog-to-Cloud (F2C) computing is an emerging computational platform. By combing three existing computing platform layers (i.e., cloud, fog, and IoT), F2C provides an excellent framework for managing and coordinating the ...

    • SFDDM: a secure distributed database management in combined fog-to-cloud systems 

      Sengupta, Souvik; Kahvazadeh, Sarang; Masip Bruin, Xavier; García Almiñana, Jordi (Institute of Electrical and Electronics Engineers (IEEE), 2019)
      Conference report
      Open Access
      Technological revolutions have greatly increased the use of IoT devices for our daily life. Driving the fact that everything surrounding us is getting connected what turns into an unstoppable increase in the amount of data ...

    • Taxonomy and resource modeling in combined fog-to-cloud systems 

      Sengupta, Souvik; García Almiñana, Jordi; Masip Bruin, Xavier (2018)
      Conference report
      Restricted access - publisher's policy
      As the technology is rapidly evolving, the society as a whole is gradually surrounding by the Internet. In such a high connectivity scenario, the recently coined IoT concept becomes a commodity driving data generation rate ...