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Agile optimization process 4.6 Task Assign and Monitoring of Process by Using Of Queuing Deep Neural Network (QDNN)
Source publication
Microservices are software development procedure a variation of the service-oriented architecture (SOA) auxiliary style that organizes an application as an assortment of approximately coupled administrations. In SOA, having numerous highlights, for example, adaptability and money saving advantages, interoperability, programming reuse. Also, the SOA...
Contexts in source publication
Context 1
... we utilizing agile automation for gives the adaptability and readiness. Deft streamlining continues as delineated in Fig.2. Given a lot of adaptable point definitions and another arrangement of necessities, the client must decide if the best subsequent stage includes improvement or manual code change. ...
Context 2
... DNN is defined by a sequence of such operations (layers). In Figure 2, the initial layer takes the application specific data samples as input and produces a prediction as an output vector at the final layer. The goal of the training algorithm with queuing is to find the parameter values which can make the most accurate predictions and monitoring average response time. ...
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This paper gives an overview of Service Oriented Architecture (SOA) and Web services. SOA is a business concept governed by organizational best practices and standards. Devised to foster two things agile business execution and software elasticity. A service-oriented architecture is a style of design that guides all aspects of creating and using bus...
Citations
... The suggested methodology by Rasheedh and Saradha [1] involves binding and arranging web services based on an assessment of this competition for mobile consumers. The first addition is the introduction of the dynamic whale optimization algorithm for the new composition framework, which allows process designers to create processes based on process and business constraints. ...
Microservices is a notion that claims to enable the creation of large, complicated systems that must operate in an unpredictable environment. Microservices should therefore promote resiliency. This paper provides possible solutions on fault tolerant of microservices and solve the problem of frequent shutdown or restart of services through advance research on hybrid design patterns based on Agile – Iterative and Incremental approach through a process called dynamic fusion. Fusion of objects Microservices during runtime will ensure that there is no need for system restart. Though currently there are many techniques to achieve binding, still it is widely found that the microservice needs to be restarted whenever there is a new increment or iteration. This area of research is to find out all possible and feasible options of dynamic binding via a deep study on object-oriented analysis and design techniques which comes out with various possible technical solutions. This study is based on "SOLID" software design concepts in general and how they are applied to microservices difficulties specifically to dynamic fusion of atomic microservices in a complex microservices architecture on cloud. This research work would pave a way for the future programmers to understand how to achieve dynamic binding in the real dynamic fashion as per the principles of agile approach.
Keywords: Microservices, Agile Iterative and Incremental approach, dynamic fusion, binding, Object Oriented Analysis, Interfaces
