Orchestrating the development lifecycle of machine learning-based IoT applications: A taxonomy and survey

B Qian, J Su, Z Wen, DN Jha, Y Li, Y Guan… - ACM Computing …, 2020 - dl.acm.org
Machine Learning (ML) and Internet of Things (IoT) are complementary advances: ML
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 …

TOSCAdata: Modeling data pipeline applications in TOSCA

CK Dehury, P Jakovits, SN Srirama, G Giotis… - Journal of Systems and …, 2022 - Elsevier
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 …

TOSCA4QC: two modeling styles for TOSCA to automate the deployment and orchestration of quantum applications

K Wild, U Breitenbücher, L Harzenetter… - 2020 IEEE 24th …, 2020 - ieeexplore.ieee.org
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 …

Modeling and automated deployment of serverless applications using tosca

M Wurster, U Breitenbücher, K Képes… - 2018 IEEE 11th …, 2018 - ieeexplore.ieee.org
The serverless computing paradigm brings multiple benefits to application developers who
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 …

Evidence of power-law behavior in cognitive IoT applications

S Bebortta, D Senapati, NK Rajput, AK Singh… - Neural Computing and …, 2020 - Springer
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 …

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 …

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 …

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 …