AWS Machine Learning - AI

OCTOBER 21, 2024

However, by using various AWS services, you can quickly deploy a serverless solution to edit images. Amazon Bedrock is serverless, so you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using AWS tools without having to manage infrastructure.

Serverless 89

Serverless Applications Lambda AWS 89

AWS Machine Learning - AI

SEPTEMBER 3, 2024

However, managing the complex infrastructure required for big data workloads has traditionally been a significant challenge, often requiring specialized expertise. That’s where the new Amazon EMR Serverless application integration in Amazon SageMaker Studio can help.

Serverless 109

Serverless AWS Artificial Inteligence Big Data 109

Dzone - DevOps

OCTOBER 2, 2023

In this blog post, you will learn how to build a Serverless solution for entity detection using Amazon Comprehend , AWS Lambda , and the Go programming language. using the AWS Go SDK , and persist it to an Amazon DynamoDB table. using the AWS Go SDK , and persist it to an Amazon DynamoDB table.

Serverless 81

Serverless AWS Lambda Applications 81

Dzone - DevOps

JANUARY 16, 2024

Serverless architecture is a way of building and running applications without the need to manage infrastructure. AWS offers various serverless services, with AWS Lambda being one of the most prominent. When we talk about " serverless ," it doesn't mean servers are absent.

Serverless 73

Serverless Architecture AWS Lambda 73

Xebia

JANUARY 15, 2024

I have noticed the same behavior with serverless. In this blog post I will go over some reasons why you should be using design patterns in your Lambda functions Getting started To get started with AWS Lambda is quite easy, and this is also the reason why some crucial steps are skipped. And it makes you business logic easier to test.

Lambda 130

Lambda AWS Software Review Serverless 130

Xebia

JANUARY 18, 2024

Deploy Secure Public Web Endpoints Welcome to Building Resilient Public Networking on AWS—our comprehensive blog series on advanced networking strategies tailored for regional evacuation, failover, and robust disaster recovery. We’ll study the advantages and limitations associated with this technique.

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AWS Network Load Balancer Software Review 147

Perficient

FEBRUARY 20, 2023

In this article, we’re going to explore how to deploy an AWS serverless infrastructure capable of storing and releasing data through typical actions (transcription, call recording, sending SMS through messaging services, etc.) The first thing we need to do is make sure we have the AWS CDK installed on our machine.

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Serverless AWS Lambda Infrastructure 64

Erik Bernhardsson

APRIL 18, 2021

Software infrastructure (by which I include everything ending with *aaS, or anything remotely similar to it) is an exciting field, in particular because (despite what the neo-luddites may say) it keeps getting better every year! Anyway, I feel like this applies to like 90% of software infrastructure products. Truly serverless.

Infrastructure 348

Infrastructure Software Serverless Resources 348

TechCrunch

JANUARY 31, 2022

The main platforms used at this point include Neo4j, Senzing or Neptune from AWS. Tilo’s data infrastructure tool TiloRes says it helps companies match data points from different sources and formats, by being both serverless and doing it in near real-time and at scale, claims the company. But it remains a big problem to solve.

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Serverless Data Business Intelligence AWS 246

Dzone - DevOps

JULY 8, 2024

Serverless computing has emerged as a transformative approach to deploying and managing applications. The theory is that by abstracting away the underlying infrastructure, developers can focus solely on writing code. This post explores effective strategies for debugging serverless applications, particularly focusing on AWS Lambda.

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Serverless Lambda AWS Scalability 52

Stackery

FEBRUARY 19, 2020

Too often serverless is equated with just AWS Lambda. Yes, it’s true: Amazon Web Services (AWS) helped to pioneer what is commonly referred to as serverless today with AWS Lambda, which was first announced back in 2015.

Lambda 91

Lambda Serverless AWS Architecture 91

AWS Machine Learning - AI

NOVEMBER 6, 2024

Traditionally, building frontend and backend applications has required knowledge of web development frameworks and infrastructure management, which can be daunting for those with expertise primarily in data science and machine learning. Choose the us-east-1 AWS Region from the top right corner. Choose Manage model access.

Generative AI 117

Generative AI AWS Artificial Inteligence Applications 117

Apiumhub

SEPTEMBER 10, 2023

This is the introductory post in a two-part series, exploring the world of Serverless and Edge Runtime. The main focus of this post will be Serverless, while the second one will focus on an alternative, newer approach in the form of Edge Computing. The second part of this article will soon be available on Apiumhub’s blog.

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Serverless .Net Architecture AWS 100

Dzone - DevOps

JUNE 15, 2023

In this blog post, you will learn how to build a serverless solution for invoice processing using Amazon Textract , AWS Lambda , and the Go programming language. using the AWS Go SDK and persist it to an Amazon DynamoDB table. using the AWS Go SDK and persist it to an Amazon DynamoDB table.

Serverless 63

Serverless AWS Lambda Applications 63

Xebia

AUGUST 29, 2023

How does High-Performance Computing on AWS differ from regular computing? No ageing infrastructure. HPC services on AWS Compute Technically you could design and build your own HPC cluster on AWS, it will work but you will spend time on plumbing and undifferentiated heavy lifting. Why HPC and cloud are a good fit?

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AWS Performance Storage Linux 147

Tenable

FEBRUARY 13, 2024

The good news is that deploying these applications on a serverless architecture can make it easier to protect them. However, it can be challenging to protect cloud-native applications that leverage serverless functions like AWS Lambda, Google Cloud Functions, and Azure Functions and Azure App Service. What is serverless?

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Serverless Architecture Applications Cloud 106

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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Serverless Lambda Architecture AWS 98

Dzone - DevOps

FEBRUARY 5, 2021

As digitalization takes over, there are more and more serverless applications on the market. If you choose to develop a serverless application, you don’t have to spend money on infrastructure, own room for it, or hire a team for server maintenance. Read more: What is Serverless?

Serverless 73

Serverless AWS Infrastructure Cloud 73

AWS Machine Learning - AI

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. API Gateway is serverless and hence automatically scales with traffic. You can use AWS services such as Application Load Balancer to implement this approach.

Generative AI 108

Generative AI AWS Artificial Inteligence Enterprise 108

CIO

MAY 8, 2024

Serverless data integration The rise of serverless computing has also transformed the data integration landscape. According to a recent forecast by Grand View Research, the global serverless computing market is expected to reach a staggering $21.4 billion by 2025. This can impact performance for infrequently used integrations.

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Innovation Artificial Inteligence Data Serverless 255

TechCrunch

OCTOBER 15, 2020

It hides many complexities using a serverless model. In order to mix-and-match those various providers, Koyeb provides the serverless glue that ties everything together. You don’t have to manage your cloud infrastructure using Terraform and Kubernetes as Koyeb abstracts your infrastructure for you. million (€1.4

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Serverless Google Cloud Engineering Data 163

AWS Machine Learning - AI

APRIL 11, 2024

AWS was delighted to present to and connect with over 18,000 in-person and 267,000 virtual attendees at NVIDIA GTC, a global artificial intelligence (AI) conference that took place March 2024 in San Jose, California, returning to a hybrid, in-person experience for the first time since 2019.

Generative AI 114

Generative AI AWS Artificial Inteligence Innovation 114

Dzone - DevOps

JUNE 29, 2023

In this blog post, you will learn how to build a Serverless speech-to-text conversion solution using Amazon Transcribe , AWS Lambda , and the Go programming language.

Serverless 85

Serverless Lambda Applications AWS 85

AWS Machine Learning - AI

AUGUST 5, 2024

This post demonstrates how to seamlessly automate the deployment of an end-to-end RAG solution using Knowledge Bases for Amazon Bedrock and AWS CloudFormation , enabling organizations to quickly and effortlessly set up a powerful RAG system. On the AWS CloudFormation console, create a new stack. txt,md,html,doc/docx,csv,xls/.xlsx,pdf).

Knowledge Base 122

Knowledge Base AWS Generative AI Machine Learning 122

Dzone - DevOps

JUNE 19, 2023

In this blog post, you will learn how to build a Serverless solution to process images using Amazon Rekognition , AWS Lambda and the Go programming language.

Serverless 81

Serverless Lambda Applications AWS 81

Blue Sentry

DECEMBER 27, 2023

Blue Sentry Cloud Tech Talk: Why You Should Use AWS Systems Manager Hi, I’m Fabrizio Mariani, and I work here at Blue Sentry Cloud as a DevOps Team Leader. ” This is only scratching the surface of one of the many things that the AWS systems manager can help you achieve. .”

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AWS Infrastructure System Cloud 52

Stackery

APRIL 13, 2020

With additional audit capabilities, scoped IAM permissions, and secrets management for automated verification and deployment pipelines, Stackery helps teams scale serverless usage and accelerate modernization and innovation projects. The Speed of Serverless with Enterprise Security and Governance. and safety check for Python. .

Continuous Delivery 141

Continuous Delivery Serverless Insurance AWS 141

AWS Machine Learning - AI

JULY 3, 2024

To solve this problem, this post shows you how to apply AWS services such as Amazon Bedrock , AWS Step Functions , and Amazon Simple Email Service (Amazon SES) to build a fully-automated multilingual calendar artificial intelligence (AI) assistant. It lets you orchestrate multiple steps in the pipeline.

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AWS Artificial Inteligence Generative AI Lambda 130

Dzone - DevOps

APRIL 6, 2023

AWS machine learning services provide ready-made intelligence for your applications and workflows and easily integrate with your applications. And, if you add Serverless to the mix, well, that's just icing on the cake, because now you can build scalable and cost-effective solutions without having to worry about the backend infrastructure.

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Serverless AWS Machine Learning Artificial Inteligence 79

Aqua Security

SEPTEMBER 11, 2024

As organizations advance in their cloud native journey, the adoption of AWS Fargate for ECS (Elastic Container Service) and EKS (Elastic Kubernetes Service) increases. Many customers begin their cloud journey with Amazon ECS, with around 65% of new AWS container customers opting for ECS.

AWS 52

AWS Serverless Infrastructure Cloud 52

Dzone - DevOps

FEBRUARY 26, 2024

AWS Lambda, a serverless computing service from Amazon Web Services (AWS), allows developers to run code without provisioning or managing servers. However, managing AWS resources and deploying applications can become complex as projects grow.

Lambda 52

Lambda AWS Serverless Infrastructure 52

Perficient

DECEMBER 11, 2023

Now that the dust has settled, the team has had the chance to Re:flect on the events and announcements of AWS re:Invent 2023. Dominating the conversation was the advancement and capabilities of Generative AI across several AWS Services, while not losing sight on the importance of application modernization and cloud migration.

AWS 52

AWS Serverless Generative AI Innovation 52

Stackery

SEPTEMBER 3, 2019

That’s right, while you were avoiding the back-to-school rush at Office Depot, cutting the crusts off PB&Js, and taking the layers out of mothballs (confession: I have never seen let alone used a single mothball), Serverless Summer School began winding down and is now over for the season. SSS: Serverless Confidence, AWS Proficiency.

Serverless 71

Serverless AWS Lambda Part-Time VPE 71

AWS Machine Learning - AI

SEPTEMBER 17, 2024

In this post, we demonstrate a solution using Amazon FSx for NetApp ONTAP with Amazon Bedrock to provide a RAG experience for your generative AI applications on AWS by bringing company-specific, unstructured user file data to Amazon Bedrock in a straightforward, fast, and secure way.

Generative AI 86

Generative AI AWS Applications Serverless 86

AWS Machine Learning - AI

AUGUST 28, 2024

This post demonstrates how to seamlessly automate the deployment of an end-to-end RAG solution using Knowledge Bases for Amazon Bedrock and the AWS Cloud Development Kit (AWS CDK), enabling organizations to quickly set up a powerful question answering system. The AWS CDK already set up. txt,md,html,doc/docx,csv,xls/.xlsx,pdf).

Knowledge Base 88

Knowledge Base AWS Generative AI Machine Learning 88

Linux Academy

FEBRUARY 19, 2019

If you take a look at where the IT industry is going, you will start to see a trend: a layer of complexity added to the relationship between applications and infrastructure. Developers have been trying to get away from having to manage infrastructure for years. What is Kubernetes? In order to do this, two things need to happen.

Serverless 111

Serverless Azure Linux AWS 111

Dzone - DevOps

MARCH 14, 2023

This blog post is for folks interested in learning how to use Golang and AWS Lambda to build a serverless solution. You will be using the aws-lambda-go library along with the AWS Go SDK v2 for an application that will process records from an Amazon Kinesis data stream and store them in a DynamoDB table.

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Lambda AWS Serverless Data 81