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Efficient Message Distribution Using AWS SNS Fanout

DZone

Traditional methods often fall short in managing this kind of volume and scale, leading to bottlenecks impacting the performance of the system. Simple Notification Service (SNS), a native pub/sub messaging service from AWS can be leveraged to design a distributed messaging platform.

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AWS NoSQL Performance Lab Using Python

DZone

Reference data sources don’t always require ACID transaction capabilities, rather need support for fast read queries often based on simple data access patterns, and event-driven architecture to ensure the target systems remain up-to-date.

AWS 266
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Supporting Diverse ML Systems at Netflix

The Netflix TechBlog

The Machine Learning Platform (MLP) team at Netflix provides an entire ecosystem of tools around Metaflow , an open source machine learning infrastructure framework we started, to empower data scientists and machine learning practitioners to build and manage a variety of ML systems. ETL workflows), as well as downstream (e.g.

Systems 226
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Implementing AWS well-architected pillars with automated workflows

Dynatrace

If you use AWS cloud services to build and run your applications, you may be familiar with the AWS Well-Architected framework. This is a set of best practices and guidelines that help you design and operate reliable, secure, efficient, cost-effective, and sustainable systems in the cloud.

AWS 252
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Enhancing Resiliency: Implementing the Circuit Breaker Pattern for Strong Serverless Architecture on AWS

DZone

AWS offers various serverless services, with AWS Lambda being one of the most prominent. Resiliency is the ability of a system to handle and recover from faults, and it's vital in a serverless environment for a few reasons: You write your code, and the cloud provider handles the rest - provisioning, scaling, and maintenance.

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Performance Optimization for Multi-Layered Cloud Native AWS Application

DZone

Cloud-native application development in AWS often requires complex, layered architecture with synchronous and asynchronous interactions between multiple components, e.g., API Gateway, Microservices, Serverless Functions, and system of record integration.

AWS 263
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Reinventing virtualization with the AWS Nitro System

All Things Distributed

A great example of this approach to innovation and problem solving is the creation of the AWS Nitro System , the underlying platform for our EC2 instances. Now, with the Nitro System, we can offer the best price performance in the cloud, the most secure environment, and a faster pace of innovation.