An application of microservices architecture pattern to create a modular computer numerical control system

Afanasev, Maxim Ya.; Fedosov, Yuri V.; Krylova, Anastasiya A.; Shorokhov, Sergey A.

doi:10.23919/fruct.2017.8071286

Cited by 7 publications

(2 citation statements)

References 22 publications

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“…Various studies like [1], [9], and [10] showed that microservices are suitable to implement more flexible, scalable, and modular CPPS. Afanasev [10] applied microservices to create a modular Computer Numerical Control (CNC) System. The suggested pattern showed that microservices make modules autonomous and simplifies scaling.…”

Section: Background and Related Workmentioning

confidence: 99%

Towards a Modular Architecture for Industrial HMIs

Shakil

Zoitl

2020

2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)

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This paper presents a work in progress on a modular architecture design of industrial HMIs. The proposed approach is based on a micro frontend architecture style for developing web applications. It allows developers and integration engineers to build an HMI from distributed and modular shop-floor components called micro frontend. Each micro frontend is endto-end integrated from its data acquisition to the user interfaces. This approach introduces an agile and modular development style of an industrial HMI for a modular and adaptive production system.

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Section: Background and Related Workmentioning

confidence: 99%

Towards a Modular Architecture for Industrial HMIs

Shakil

Zoitl

2020

2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)

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“…For the connectivity problem of the communication–twin–computing integration model, object standardization as middleware [ 16 , 17 ], object unification as multi-agent [ 18 , 19 ], service-oriented integration of objects [ 20 , 21 ], microservice-independent object [ 22 , 23 ], and object normalization as function [ 24 ] are generally studied. The object of normalization as middleware is to shield the differences between different hardware and software environments and provide a standard, unified transport interface to accomplish transparent access between the communication system, the twin system, and the computing system.…”

Section: Introductionmentioning

confidence: 99%

Resource Mapping Allocation Scheme in 6G Satellite Twin Network

Deng

2022

Sensors

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The sixth generation (6G) satellite twin network is an important solution to achieve seamless global coverage of 6G. The deterministic geometric topology and the randomness of the communication behaviors of 6G networks limit the realism and transparency of cross-platform and cross-object communication, twin, and computing co-simulation networks. Meanwhile, the parallel-based serverless architecture has a high redundancy of computational resource allocation. Therefore, for the first time, we present a new hypergraph hierarchical nested kriging model, which provides theoretical analysis and modeling of integrated relationships for communication, twin, and computing. We explore the hierarchical unified characterization method which joins heterogeneous topologies. A basis function matrix for local flexible connectivity of the global network is designed for the connection of huge heterogeneous systems to decouple the resource mapping among heterogeneous networks. To improve the efficiency of resource allocation in communication, twin, and computing integrated network, a multi-constraint multi-objective genetic algorithm (MMGA) based on the common requirements of operations, storage, interaction, and multi-layer optimal solution conflict is proposed for the first time. The effectiveness of the algorithm and architecture is verified through simulation and testing.

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