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The Micro-services architecture for hosting AI/ML Models based on IoT Intelligence

A Microservices Architecture is a type of application architecture where the application is developed as a collection of services. Microservices architecture has been introduced in every enterprise to overcome their business problems
The Micro-services architecture for hosting AI/ML Models based on IoT Intelligence

Authors: Unalisha Gohain, Parvej Saleh, Srivathshan KS
Issue: Vol. 1 No. 01 (2020): Probyto AI Journal

Microservices Architecture has introduced the idea of developing the functionality as a collection of small services, each running on its own process. Historically, organizations would look to monolithic application suites to overcome business problems. Functionality evaluation was based on an overall assessment of a small number of platforms against key business requirements. With the introduction of microservices, it has now become much more flexible. Over the last few years, Microservices Architecture has raised to describe a particular way of designing software applications as suites of independently deployable services. The idea behind microservice architecture is to build our application as many independent services rather than one large codebase. Rather than accessing the majority of our data using large databases, communication is often handled with API calls between the services, with each service having its own lightweight database. This paper intends to put forward the work of Microservices Architecture in an IoT platform before delivering an application service. The ThingSpeak platform will provide the IoT application to analyze the data. And later on, this collected data from the sensors can be used for visualization using D3.js, a javascript library for an Indoor Air Quality Monitoring System. Understanding the microservices that underpin IoT platforms help decrease time-to-market and ease IoT adoption for every kind of enterprise.

#MicroservicesArchitecture #IoTIntelligence #MachineLearning #ArtificialIntelligence #Probyto #ProbytoAI

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