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AI-Driven API and Microservice Architecture Design for Cloud

Dzone - DevOps

Incorporating AI into API and microservice architecture design for the Cloud can bring numerous benefits. Automated scaling : AI can monitor usage patterns and automatically scale microservices to meet varying demands, ensuring efficient resource utilization and cost-effectiveness.

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Build a multi-tenant generative AI environment for your enterprise on AWS

AWS Machine Learning - AI

Each component in the previous diagram can be implemented as a microservice and is multi-tenant in nature, meaning it stores details related to each tenant, uniquely represented by a tenant_id. This in itself is a microservice, inspired the Orchestrator Saga pattern in microservices. API Gateway also provides a WebSocket API.

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Why Use Kong API Gateway

Dzone - DevOps

Microservice Architecture : Kong is designed to work with microservice architecture, providing a central point of control for API traffic and security. Plugins : Kong has a vast and continuously growing ecosystem of plugins that provide additional functionality, such as security, transformations, and integrations with other tools.

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The AWS Cloud Migration Checklist Every Business Needs for a Smooth Transition

Mobilunity

Think about refactoring to microservices or containerizing whenever feasible, to enhance performance in the cloud setting. This could entail decomposing monolithic applications into microservices or employing serverless technologies to improve scalability, performance, and resilience. Want to hire qualified devs? How to prevent it?

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The Good and the Bad of Kubernetes Container Orchestration

Altexsoft

Containers have become the preferred way to run microservices — independent, portable software components, each responsible for a specific business task (say, adding new items to a shopping cart). Modern apps include dozens to hundreds of individual modules running across multiple machines— for example, eBay uses nearly 1,000 microservices.

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Understanding API Gateway: When You Need It and How to Implement

Altexsoft

Microservices and API gateways. It’s also an architectural pattern, which was initially created to support microservices. A tool called load balancer (which in old days was a separate hardware device) would then route all the traffic it got between different instances of an application and return the response to the client.

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Important Practices for DevOps in the Cloud

OTS Solutions

Microservices Microservices have emerged as a powerful approach in the field of DevOps, especially in the cloud environment. By breaking down complex applications into smaller, independent components, microservices allow for better scalability, flexibility, and fault tolerance.

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