Orchestrating the development lifecycle of machine learning-based IoT applications: A taxonomy and survey
Machine Learning (ML) and Internet of Things (IoT) are complementary advances: ML
techniques unlock the potential of IoT with intelligence, and IoT applications increasingly …
techniques unlock the potential of IoT with intelligence, and IoT applications increasingly …
Cloud topology and orchestration using TOSCA: A systematic literature review
J Bellendorf, ZÁ Mann - Service-Oriented and Cloud Computing: 7th IFIP …, 2018 - Springer
Abstract Topology and Orchestration Specification for Cloud Applications (TOSCA) is a
standard for specifying the topology of cloud applications, their deployment on cloud …
standard for specifying the topology of cloud applications, their deployment on cloud …
TOSCAdata: Modeling data pipeline applications in TOSCA
The serverless platform allows a customer to effectively use cloud resources and pay for the
exact amount of used resources. A number of dedicated open source and commercial cloud …
exact amount of used resources. A number of dedicated open source and commercial cloud …
TOSCA4QC: two modeling styles for TOSCA to automate the deployment and orchestration of quantum applications
Quantum computing introduces a new computing paradigm that promises to solve problems
that cannot be solved by classical computers efficiently. Thus, quantum applications will be …
that cannot be solved by classical computers efficiently. Thus, quantum applications will be …
Modeling and automated deployment of serverless applications using tosca
The serverless computing paradigm brings multiple benefits to application developers who
are interested in consuming computing resources as services without the need to manage …
are interested in consuming computing resources as services without the need to manage …
Specification of cloud topologies and orchestration using TOSCA: a survey
J Bellendorf, ZÁ Mann - Computing, 2020 - Springer
Abstract Topology and Orchestration Specification for Cloud Applications (TOSCA) is an
OASIS standard for specifying the topology of cloud applications, their deployment on …
OASIS standard for specifying the topology of cloud applications, their deployment on …
Evidence of power-law behavior in cognitive IoT applications
The motivations induced due to the presence of scale-free characteristics of neural systems
governed by the well-known power-law distribution of neuronal activities have led to its …
governed by the well-known power-law distribution of neuronal activities have led to its …
Models for internet of things environments—a survey
AC Franco da Silva, P Hirmer - Information, 2020 - mdpi.com
Today, the Internet of Things (IoT) is an emerging topic in research and industry. Famous
examples of IoT applications are smart homes, smart cities, and smart factories. Through …
examples of IoT applications are smart homes, smart cities, and smart factories. Through …
Fog computing out of the box: Dynamic deployment of fog service containers with TOSCA
S Basak, SN Srirama - International Journal of Network …, 2024 - Wiley Online Library
The conventional cloud‐centric Internet of Things (IoT) application fails to meet the latency
requirement of time‐critical applications. The idea of edge and fog computing arrived to …
requirement of time‐critical applications. The idea of edge and fog computing arrived to …
Fog computing out of the box with FOGDEFT framework: A case study
SN Srirama, S Basak - 2022 IEEE 15th International …, 2022 - ieeexplore.ieee.org
Fog computing is the key technology to overcome the limitation of cloud computing in the
domain of IoT applications. The service placement in the nearest fog devices drastically …
domain of IoT applications. The service placement in the nearest fog devices drastically …