Dzone - DevOps

APRIL 9, 2025

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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Xebia

DECEMBER 20, 2023

In this blog, we like to show you how to setup a highly available, regional fail-over setup when using serverless network endpoint groups (NEGs). However, these health checks are not supported for serverless network endpoint groups. This functionality is available on global backend services with serverless NEGs.

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Xebia

JUNE 8, 2023

Use StepFunctions to simplify your serverless applications AWS StepFunctions is a great orchestrating tool for your serverless applications. Lets use an example Lets say one of the input parameters is an object location on S3. Sounds great, do you have an example for me? We will feed this to your state machine.

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CIO

JANUARY 30, 2025

For example, AI can perform real-time data quality checks flagging inconsistencies or missing values, while intelligent query optimization can boost database performance. Organizations leverage serverless computing and containerized applications to optimize resources and reduce infrastructure costs.

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AWS Machine Learning - AI

JANUARY 29, 2025

Amazon Bedrock Custom Model Import enables the import and use of your customized models alongside existing FMs through a single serverless, unified API. This serverless approach eliminates the need for infrastructure management while providing enterprise-grade security and scalability. Choose Import model. 70B 128K model.

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AWS Machine Learning - AI

NOVEMBER 22, 2024

Reduced time and effort in testing and deploying AI workflows with SDK APIs and serverless infrastructure. We can also quickly integrate flows with our applications using the SDK APIs for serverless flow execution — without wasting time in deployment and infrastructure management. For example, CustomerServiceGuardrail-001.

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Netlify

MAY 26, 2021

Why I migrated my dynamic sites to a serverless architecture. Like most web developers these days, I’ve heard of serverless applications and Jamstack for a while. The idea of serverless for a tool that is mostly static content is appealing. Not the usual serverless migration. Take Neutrality.wtf , for example.

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AWS Machine Learning - AI

APRIL 3, 2024

In this post, we show how to build a contextual text and image search engine for product recommendations using the Amazon Titan Multimodal Embeddings model , available in Amazon Bedrock , with Amazon OpenSearch Serverless. Store embeddings into the Amazon OpenSearch Serverless as the search engine.

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AWS Machine Learning - AI

SEPTEMBER 3, 2024

That’s where the new Amazon EMR Serverless application integration in Amazon SageMaker Studio can help. In this post, we demonstrate how to leverage the new EMR Serverless integration with SageMaker Studio to streamline your data processing and machine learning workflows.

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TechCrunch

MARCH 10, 2021

But enterprises are also now looking at serverless and other new technologies on top of this new stack. No one says ‘container security’ or ‘serverless security’ anymore. When it launched, the industry focus was still very much on Docker and Docker containers.

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Xebia

NOVEMBER 21, 2024

Below you see an example query with which I can get some insights into the number of people that played the game and what, for example, the average protein amount was. Azure Container Apps provides a serverless container experience, enabling the app to scale based on demand and only pay if the app is used.

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AWS Machine Learning - AI

OCTOBER 11, 2024

Some examples of AWS-sourced operational events include: AWS Health events — Notifications related to AWS service availability, operational issues, or scheduled maintenance that might affect your AWS resources. Figure – use case example 4 The following figure shows a more sophisticated use case.

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Apiumhub

SEPTEMBER 27, 2023

This is the second post in a two-part series exploring the world of Serverless and Edge Runtime. In the previous post, we got familiar with serverless; the main focus of this post will be the Edge Runtime, where it can be useful, and what its caveats are. We’ll have to convert our code either to TypeScript, or Javascript.

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TechCrunch

JUNE 15, 2021

Macrometa also made its self-service platform available to developers, who can try its serverless database, pub/sug, event processing and stateful compute runtime for free. Cloudflare launches Workers Unbound, the next evolution of its serverless platform.

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Dzone - DevOps

FEBRUARY 11, 2025

Among the many advancements in cloud technologies, serverless architectures stand out as a transformative approach. Ease-of-use and efficiency are the two most desirable properties for modern application development, and serverless architectures offer these.

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AWS Machine Learning - AI

NOVEMBER 22, 2023

SageMaker JumpStart is ideally suited for generative AI use cases for FinServ customers because it offers the following: Customization capabilities – SageMaker JumpStart provides example notebooks and detailed posts for step-by-step guidance on domain adaptation of foundation models. An OpenSearch Serverless collection.

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CircleCI

NOVEMBER 7, 2022

This tutorial covers: Using the Jest framework to set up unit testing for a serverless application. The Serverless framework is an open-source framework written in Node.js Serverless applications are distributed by design, so good code coverage is vital, and should include unit testing. Set up the serverless framework.

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Dzone - DevOps

JANUARY 22, 2024

In a previous blog , I demonstrated how to use Redis (Elasticache Serverless as an example) as a chat history backend for a Streamlit app using LangChain. It was deployed to EKS and also made use of EKS Pod Identity to manage the application Pod permissions for invoking Amazon Bedrock.

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Netlify

JULY 22, 2021

Our entire team started with some serverless functions that we shared across our projects to query the Shopify API. Go ahead and make a.env file (no matter which project you cloned), and populate it with the key and endpoint you got from Shopify: SHOPIFY_STOREFRONT_API_TOKEN=example SHOPIFY_API_ENDPOINT=[link]. Phil, with 11ty.

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AWS Machine Learning - AI

JANUARY 22, 2025

The following graphic is a simple example of Windows Server Console activity that could be captured in a video recording. For example, the use of shortcut keys like Ctrl + S to save a document cant be detected from an image of the console. We must also account for limitations in the data that we ask Anthropics Claude to analyze.

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Dzone - DevOps

OCTOBER 14, 2023

EDA and serverless functions are two powerful software patterns and concepts that have become popular in recent years with the rise of cloud-native computing. First things first, Event-driven architecture. In this context, an event is defined as a change in state.

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AWS Machine Learning - AI

MAY 1, 2025

Now lets understand the MCP workflow and how it interacts with an LLM to deliver you a response by using an example of a travel agent. By doing this, clients and servers can scale independently, making it a great fit for serverless orchestration powered by Lambda, AWS Fargate for Amazon ECS, or Fargate for Amazon EKS.

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Martin Fowler

MARCH 5, 2019

In my recent client engagement, I foresaw that serverless architecture was a perfect fit. The idea of adopting serverless architecture, though, didn’t fly to our client well due to the fear of vendor lock-in. Let’s have a look into an example of building an event-driven architecture. generic cloud usage. Acknowledgements.

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Dzone - DevOps

MAY 1, 2023

With the growth of the application modernization demands, monolithic applications were refactored to cloud-native microservices and serverless functions with lighter, faster, and smaller application portfolios for the past years.

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Dzone - DevOps

JULY 25, 2023

A Serverless approach for this would be to implement each functionality/API as a separate Lambda function. For example, you could have a Lambda function to handle user registration, another to handle user login, and so on. Using AWS Lambda Go runtime , you can use Go to build AWS Lambda functions.

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Modus Create

MAY 15, 2023

When serverless architecture became all the rage a few years ago, we wondered whether it was just marketing hype. Was serverless really cloud 2.0 Serverless architecture’s popularity has risen over the past 5 years. While serverless brings immense benefits to businesses, it’s important not to rush into it.

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AWS Machine Learning - AI

NOVEMBER 22, 2024

Since Amazon Bedrock is serverless, you don’t have to manage any infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. Our pricing model varies depending on the project, but we always aim to provide cost-effective solutions.

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AWS Machine Learning - AI

JANUARY 22, 2025

With the Amazon Bedrock serverless experience, you can get started quickly, privately customize FMs with your own data, and quickly integrate and deploy them into your applications using AWS tools without having to manage the infrastructure. For example, the following screenshot shows a time filter for UTC.2024-10-{01/00:00:00--02/00:00:00}.

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AWS Machine Learning - AI

OCTOBER 29, 2024

Organizations typically can’t predict their call patterns, so the solution relies on AWS serverless services to scale during busy times. One example of how this solution could be taken further is to expand the scope to help tackle some of the logged actions from calls.

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AWS Machine Learning - AI

MARCH 14, 2025

For example, your agent could take screenshots, create and edit text files, and run built-in Linux commands. Invoke the agent with a user query that requires computer use tools, for example, What is Amazon Bedrock, can you search the web? The output is given back to the Amazon Bedrock agent for further processing.

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Xebia

APRIL 16, 2025

I summarized my key takeaways that can help you improve your serverless architectures. From Lambda-lith to Step Function A common anti-pattern in serverless architecture is creating a “Lambda-lith” – a monolithic Lambda function that handles too many responsibilities.

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AWS Machine Learning - AI

OCTOBER 31, 2024

With this solution, you can interact directly with the chat assistant powered by AWS from your Google Chat environment, as shown in the following example. On the Configuration tab, under Application info , provide the following information, as shown in the following screenshot: For App name , enter an app name (for example, bedrock-chat ).

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AWS Machine Learning - AI

OCTOBER 1, 2024

We explore how to build a fully serverless, voice-based contextual chatbot tailored for individuals who need it. The aim of this post is to provide a comprehensive understanding of how to build a voice-based, contextual chatbot that uses the latest advancements in AI and serverless computing. We discuss this later in the post.

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TechCrunch

JUNE 1, 2022

Each system comes with different performance needs, including high availability, horizontal scale, distributed consistency, failover protection, partition tolerance and being serverless and fully managed. As a result, enterprises, on average, store data across seven or more different databases.

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TechCrunch

DECEMBER 15, 2020

Currently, Supabase includes support for PostgreSQL databases and authentication tools , with a storage and serverless solution coming soon. One of Supabase’s full-time employees maintains the PostgREST tool for building APIs on top of the database, for example.

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AWS Machine Learning - AI

APRIL 29, 2025

As an example, the OWASP Top 10 for LLMs can serve as a comprehensive framework for identifying and addressing critical AI vulnerabilities. For example, you can specify input features such as gender or age, and SageMaker Clarify will run an analysis job to detect imbalances in those features.

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AWS Machine Learning - AI

NOVEMBER 7, 2024

It contains services used to onboard, manage, and operate the environment, for example, to onboard and off-board tenants, users, and models, assign quotas to different tenants, and authentication and authorization microservices. API Gateway is serverless and hence automatically scales with traffic. The component groups are as follows.

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