A search-based identification of variable microservices for enterprise SaaS

Khoshnevis, Sedigheh

doi:10.1007/s11704-022-1390-4

“…It uses service-oriented development SOD (service-oriented development), which is characterized by rapid development, timely response, easy implementation, etc. [13]; The ESB service bus, as the back-end, supports the integration of various systems, technologies and platforms, while the service-oriented infrastructure (SOI) [14][15][16] has the characteristics of stability and high integration. The Microservices technology and ESB technology complement each other and play different core roles in the SOA architecture to achieve the self-service effect of software systems This article introduces a model used by the technical product teams of mainstream frontline large factories in the nancial eld to measure service maturity, and evaluates multiple backend services based on this model.…”

Section: Introductionmentioning

confidence: 99%

Research on multi-dimensional reconstruction mechanism of cloud native full link in the Metaverse scenario

Sheng

¹

2023

Preprint

0

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Recently, the Microservices whole link whole life cycle optimization framework has been a research hotspot in the academic and engineering fields, especially how to encapsulate the component security mechanism and conduct high concurrency testing based on the existing active framework. The whole link delay, load, and cost have always been the key optimization goals of Microservices splitting and deployment logic. Based on this, this paper proposes a multi-objective optimization Microservices framework that takes into account the security mechanism, Define the fitness function, define the upper and lower limits, and perform multi-dimensional constraints to filter for global and local optima. At the same time, reconstruct the circuit breaker current limiting mechanism, dynamically detect protocol parameters, and perceive the logical relationship of heartbeat status in real-time. Experimental results have shown that this innovative framework can solve scenarios such as high concurrency, high reliability, and high availability Performance bottleneck, business degradation, especially in financial and securities scenarios.

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“…It uses service-oriented development SOD (service-oriented development), which is characterized by rapid development, timely response, easy implementation, etc. 13 ; The ESB service bus, as the back-end, supports the integration of various systems, technologies and platforms, while the service-oriented infrastructure (SOI) 14 – 16 has the characteristics of stability and high integration. The Microservices technology and ESB technology complement each other and play different core roles in the SOA architecture to achieve the self-service effect of software systems.…”

Section: Introductionmentioning

confidence: 99%

Research on multi-dimensional reconstruction mechanism of cloud native full link in the metaverse scenario

Sheng

2023

Sci Rep

0

View full text Add to dashboard Cite

Recently, the Microservices whole link whole life cycle optimization framework has been a research hotspot in the academic and engineering fields, especially how to encapsulate the component security mechanism and conduct high concurrency testing based on the existing active framework. The whole link delay, load, and cost have always been the key optimization goals of Microservices splitting and deployment logic. Based on this, this paper proposes a multi-objective optimization Microservices framework that takes into account the security mechanism, Define the fitness function, define the upper and lower limits, and perform multi-dimensional constraints to filter for global and local optima. At the same time, reconstruct the circuit breaker current limiting mechanism, dynamically detect protocol parameters, and perceive the logical relationship of heartbeat status in real-time. Experimental results have shown that this innovative framework can solve scenarios such as high concurrency, high reliability, and high availability Performance bottleneck, business degradation, especially in financial and securities scenarios.

show abstract

GTMicro—microservice identification approach based on deep NLP transformer model for greenfield developments

Bajaj,

Bharti,

Gupta

et al. 2024

Int. j. inf. tecnol.

1

0

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A search-based identification of variable microservices for enterprise SaaS

Cited by 8 publications

References 38 publications

Research on multi-dimensional reconstruction mechanism of cloud native full link in the Metaverse scenario

Research on multi-dimensional reconstruction mechanism of cloud native full link in the Metaverse scenario

Research on multi-dimensional reconstruction mechanism of cloud native full link in the metaverse scenario

GTMicro—microservice identification approach based on deep NLP transformer model for greenfield developments

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