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Building a Scalable ML Pipeline and API in AWS

Dzone - DevOps

This blog post discusses an end-to-end ML pipeline on AWS SageMaker that leverages serverless computing, event-trigger-based data processing, and external API integrations. The architecture downstream ensures scalability, cost efficiency, and real-time access to applications.

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Building Scalable and Efficient Architectures With ECS Serverless and Event-Driven Design

Dzone - DevOps

In modern cloud-native application development, scalability, efficiency, and flexibility are paramount. Two such technologiesAmazon Elastic Container Service (ECS) with serverless computing and event-driven architecturesoffer powerful tools for building scalable and efficient systems.

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Unlocking the Power of Serverless AI/ML on AWS: Expert Strategies for Scalable and Secure Applications

Dzone - DevOps

Amazon Web Services (AWS) provides an expansive suite of tools to help developers build and manage serverless applications with ease. In this article, we delve into serverless AI/ML on AWS, exploring best practices, implementation strategies, and an example to illustrate these concepts in action.

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What Is ElastiCache Serverless?

Dzone - DevOps

This article is an optimized transcription of an interview with our engineer on Amazon ElastiCache Serverless. We are a leading provider of DevOps services with more than a decade of experience in the field. We are a leading provider of DevOps services with more than a decade of experience in the field. Happy reading.

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Overcoming Common Serverless Challenges with Mainframe CICS Programs

Dzone - DevOps

By this point most enterprises, including those running on legacy infrastructures, are familiar with the benefits of serverless computing : Greater scalability. Faster development. More efficient deployment. Lower cost.

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Important Practices for DevOps in the Cloud

OTS Solutions

Here Are The Important Practices for DevOps in the Cloud Cloud computing and DevOps are two aspects of the technological shift which are completely inseparable. The biggest challenge in dealing with the two is that IT professionals practicing DevOps development in the cloud make too many mistakes that are easily avoidable.

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Serverless NLP: Implementing Sentiment Analysis Using Serverless Technologies

Dzone - DevOps

In this article, I will discuss building a sentiment analysis tool using AWS serverless capabilities and NLTK. This architecture eliminates the need for any server management while providing on-demand scalability and cost-efficiency. Before we dive in, ensure that you have the following: