Runtime Adaptability of Ambient Intelligence Systems Based on Component-Oriented Approach

Kaya, M. Çağrı; Eroğlu, Alperen; Karamanlıoğlu, Alper; Onur, Ertan; Teki̇nerdoğan, Bedir; Doğru, Ali H.

doi:10.1007/978-3-030-04173-1_4

Cited by 3 publications

(3 citation statements)

References 26 publications

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“…The ontology‐based system can be used in conjunction with a variability‐guided system 30 or stand‐alone. In other words, it can operate as a system integrated into the feature model or OVM mentioned in Section 6.1, or it can exist as a stand‐alone system where all the domain information will be added to the ontology model so that the properties of the variability‐guided part are also embedded into the ontology.…”

Section: Suggested Vision For Gateway Developmentmentioning

confidence: 99%

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Data interoperability between DDS and HLA through a dynamically reconfigurable gateway

Kaya,

Cilden,

Karamanlioglu

et al. 2023

Softw Pract Exp

Self Cite

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Software systems need to be complex and large‐scale to keep up with growing user expectations with ever‐increasing technological improvements. Building these systems from scratch is costly and time‐consuming; thus, the importance of reuse and interoperability is increasing. Live‐virtual‐constructive (LVC) simulation systems are composed of multiple heterogeneous subsystems. These subsystems may have different implementations and designs. In such multiarchitecture LVC environments, gateways are promising solutions to address interoperability issues. In this article, a gateway‐based solution is proposed to achieve LVC interoperability with a particular focus on two standard middleware, namely, data distribution service for real‐time systems (DDS) and high‐level architecture (HLA) for distributed simulation. The gateway is capable of providing two‐way data transfer between DDS and HLA. The design of the gateway adheres to the idea of configurable connectors, which allow users to generate a customized gateway. The gateway is capable of converting primitive and structured data types between DDS and HLA. These conversions are specified by users resulting in different configurations of the gateway. The gateway can also be adapted to different configurations at runtime. This research addresses the increasing importance of interoperability and reuse considering the complex and large‐scale LVC systems. The effectiveness of the proposed gateway is demonstrated by academic and industrial case studies.

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Section: Suggested Vision For Gateway Developmentmentioning

confidence: 99%

“…One of our previous work is about the runtime adaptability of AmI systems. We describe how a component‐oriented AmI system reacts to changing conditions at runtime in Reference 30. Runtime adaptability is performed by a runtime configurator based on an ontology‐based mechanism.…”

Section: Introductionmentioning

confidence: 99%

Data interoperability between DDS and HLA through a dynamically reconfigurable gateway

Kaya,

Cilden,

Karamanlioglu

et al. 2023

Softw Pract Exp

Self Cite

View full text Add to dashboard Cite

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“…Sometimes, componentbased approaches also depend on other paradigms for modeling the problem and the solution spaces. For example, the development of ambient intelligent systems [8] is guided by domain-specific notions and constructs that quickly map to existing components.…”

Section: Related Workmentioning

confidence: 99%

Knowledge Driven Synthesis Using Resource-Capability Semantics for Control Software Design

Banerjee

Choppella

2023

IEEE Access

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This paper presents a knowledge-driven approach for automated synthesis of controllers in three different use-cases. The approach addresses the engineering challenge posed by Industrie 4.0, which requires fast, reliable, and flexible integration of multiple heterogeneous hardware and software components. Manual design approaches are not scalable for large systems due to their complexity. The proposed approach captures resource-capability knowledge and uses a reasoning-based synthesis mechanism to compose a controller design for a plant goal. The approach uses domain-specific languages (DSLs) to describe the components, their interfaces, and capabilities. The generated control designs are executable codes that implement the control strategy. The proposed approach reduces the average engineering time by 70% and generates on an average 60% of the executable code in each use-case. The approach uses a knowledge repository to store resource-capability knowledge and enables rapid prototyping and iterative design. The proposed approach provides a promising solution to automate the synthesis of controllers in different use-cases with multiple heterogeneous hardware and software components satisfaction.INDEX TERMS Automated software development, control software, capability knowledge model, knowledge driven approach, semantic ontology.

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Models@runtime and Internet of Things: A Systematic Literature Review

Erazo-Garzon

Roman

Moyano-Dutan

et al. 2021

2021 Second International Conference on Information Systems and Software Technologies (ICI2ST)

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Runtime Adaptability of Ambient Intelligence Systems Based on Component-Oriented Approach

Cited by 3 publications

References 26 publications

Data interoperability between DDS and HLA through a dynamically reconfigurable gateway

Data interoperability between DDS and HLA through a dynamically reconfigurable gateway

Knowledge Driven Synthesis Using Resource-Capability Semantics for Control Software Design

Models@runtime and Internet of Things: A Systematic Literature Review

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