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The FORA Fog Comput...
The FORA Fog Computing Platform for Industrial IoT
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- Pop, P. (författare)
- DTU Compute, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
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- Zarrin, B. (författare)
- DTU Compute, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
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- Barzegaran, M. (författare)
- DTU Compute, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
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- Schulte, S. (författare)
- Distributed Systems Group, Vienna University of Technology, Wien, Austria
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- Punnekkat, Sasikumar (författare)
- Mälardalens högskola,Inbyggda system
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- Ruh, J. (författare)
- TTTech Labs, TTTech Computertechnik AG, Vienna, Austria
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- Steiner, W. (författare)
- TTTech Labs, TTTech Computertechnik AG, Vienna, Austria
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DTU Compute, Technical University of Denmark, 2800 Kgs Lyngby, Denmark Distributed Systems Group, Vienna University of Technology, Wien, Austria (creator_code:org_t)
- Elsevier Ltd, 2021
- 2021
- Engelska.
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Ingår i: Information Systems. - : Elsevier Ltd. - 0306-4379 .- 1873-6076. ; 98
- Relaterad länk:
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https://doi.org/10.1...
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https://zenodo.org/r...
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https://urn.kb.se/re...
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https://doi.org/10.1...
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Abstract
Ämnesord
Stäng
- Industry 4.0 will only become a reality through the convergence of Operational and Information Technologies (OT & IT), which use different computation and communication technologies. Cloud Computing cannot be used for OT involving industrial applications, since it cannot guarantee stringent non-functional requirements, e.g., dependability, trustworthiness and timeliness. Instead, a new computing paradigm, called Fog Computing, is envisioned as an architectural means to realize the IT/OT convergence. In this paper we propose a Fog Computing Platform (FCP) reference architecture targeting Industrial IoT applications. The FCP is based on: deterministic virtualization that reduces the effort required for safety and security assurance; middleware for supporting both critical control and dynamic Fog applications; deterministic networking and interoperability, using open standards such as IEEE 802.1 Time-Sensitive Networking (TSN) and OPC Unified Architecture (OPC UA); mechanisms for resource management and orchestration; and services for security, fault tolerance and distributed machine learning. We propose a methodology for the definition and the evaluation of the reference architecture. We use the Architecture Analysis Design Language (AADL) to model the FCP reference architecture, and a set of industrial use cases to evaluate its suitability for the Industrial IoT area.
Ämnesord
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Datorsystem (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Computer Systems (hsv//eng)
Nyckelord
- AADL
- Deterministic virtualization
- Fog Computing
- Industrial IoT
- Industry 4.0
- Time-Sensitive Networking
- Computer architecture
- Fault tolerance
- Fog
- IEEE Standards
- Industrial internet of things (IIoT)
- Interoperability
- Middleware
- Network security
- Process control
- Architecture analysis
- Communication technologies
- Distributed machine learning
- Non-functional requirements
- Opc unified architectures
- Reference architecture
- Resource management
- Safety and securities
Publikations- och innehållstyp
- ref (ämneskategori)
- art (ämneskategori)
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