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. At this point, you need to consider the use case and data isolation requirements. Take Retrieval Augmented Generation (RAG) as an example.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

AWS Machine Learning - AI

FEBRUARY 11, 2025

Amazon Q Business , a new generative AI-powered assistant, can answer questions, provide summaries, generate content, and securely complete tasks based on data and information in an enterprises systems. Large-scale data ingestion is crucial for applications such as document analysis, summarization, research, and knowledge management.

Knowledge Base 102

Knowledge Base Lambda Enterprise AWS 102

Xebia

JUNE 8, 2023

Use StepFunctions to simplify your serverless applications AWS StepFunctions is a great orchestrating tool for your serverless applications. When you write lambda functions that only contain logic to perform a single task they are easier to test. You only need to do the action on the data that you receive. ": "$.TransformedBody"

Serverless 130

Serverless Applications Lambda AWS 130

DevOps.com

DECEMBER 3, 2021

At the AWS re:Invent conference this week, Sumo Logic announced that in addition to collecting log data, metrics and traces, it now can collect telemetry data from the Lambda serverless computing service provided by Amazon Web Services (AWS).

Lambda 121

Lambda AWS Serverless Metrics 121

Xebia

FEBRUARY 19, 2024

In this blog post, we examine the relative costs of different language runtimes on AWS Lambda. Many languages can be used with AWS Lambda today, so we focus on four interesting ones. Rust just came to AWS Lambda in November 2023 , so probably a lot of folks are wondering whether to try it out.

Lambda 130

Lambda AWS Software Review Systems Review 130

Dzone - DevOps

MAY 10, 2023

This is the second article to teach developers how to make serverless Java for dynamic data processing with a NoSQL database. Let’s go into the outer loop practices in production using AWS Lambda and DynamoDB. In case, you haven’t already read it, find the first tutorial here.

Lambda 98

Lambda Serverless AWS Data 98

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.

Lambda 130

Lambda AWS Software Review Serverless 130

AWS Machine Learning - AI

MARCH 4, 2025

Scalable architecture Uses AWS services like AWS Lambda and Amazon Simple Queue Service (Amazon SQS) for efficient processing of multiple reviews. Data privacy and network security With Amazon Bedrock, you are in control of your data, and all your inputs and customizations remain private to your AWS account.

Generative AI 118

Generative AI Technical Review Software Review Systems Review 118

CIO

MAY 8, 2024

In the age of big data, where information is generated at an unprecedented rate, the ability to integrate and manage diverse data sources has become a critical business imperative. Traditional data integration methods are often cumbersome, time-consuming, and unable to keep up with the rapidly evolving data landscape.

Innovation 153

Innovation Artificial Inteligence Data Serverless 153

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.

Lambda 97

Lambda AWS Serverless Data 97

TechCrunch

MAY 31, 2022

Vendia , a blockchain-based platform that makes it easier for businesses to share their code and data with partners across applications, platforms and clouds, today announced that it has raised a $30 million Series B round led by NewView Capital. Currently, Vendia supports AWS, and the team recently launched Azure support as well.

Blockchain 178

Blockchain Data Serverless AWS 178

AWS Machine Learning - AI

MARCH 20, 2025

Companies of all sizes face mounting pressure to operate efficiently as they manage growing volumes of data, systems, and customer interactions. SageMaker Unified Studio, using Amazon DataZone , provides a comprehensive data management solution through its integrated services.

Generative AI 116

Generative AI Systems Review System Lambda 116

AWS Machine Learning - AI

NOVEMBER 19, 2024

Amazon Bedrock offers a serverless experience 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.

Knowledge Base 109

Knowledge Base Technical Review Generative AI Lambda 109

Stackery

APRIL 11, 2019

I then sift through all this data to identify patterns and trends. I first heard about this pattern a few years ago at a ServerlessConf from a consultant who was helping a “big bank” convert to serverless. They needed to ingest data from an API and put it in a DynamoDB table. 6.10, which is approaching EOL for AWS Lambda?

Serverless 104

Serverless Lambda AWS Banking 104

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. With expressions like $.account.order.product.price.sum()

AWS 130

AWS Lambda Serverless Architecture 130

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.

Serverless 94

Serverless Lambda Data AWS 94

Xebia

JANUARY 17, 2024

Recently I have been working on a few projects that involved Lambda functions. Dir Structure For this solution to work the project directory should be structured in a way so that terraform can find the dependencies you are looking to install to your Lambda. config } provider "aws" { #. config } provider "aws" { #.

Lambda 130

Lambda AWS Resources Software Review 130

Confluent

MARCH 27, 2025

Combine them with AWS Lambda for a serverless, cost-effective, data pipeline. Freight Clusters are ideal for high-throughput, relaxed latency workloads like telemetry and logging.

Lambda 75

Lambda Serverless AWS Data 75

AWS Machine Learning - AI

OCTOBER 29, 2024

Recently, we’ve been witnessing the rapid development and evolution of generative AI applications, with observability and evaluation emerging as critical aspects for developers, data scientists, and stakeholders. This feature allows you to separate data into logical partitions, making it easier to analyze and process data later.

Generative AI 113

Generative AI Applications AWS Knowledge Base 113

Dzone - DevOps

MARCH 9, 2024

Connecting AWS Lambda to an AWS RDS instance allows you to build serverless applications that can interact with relational databases, thereby enabling you to manage database operations without provisioning or managing servers.

Lambda 92

Lambda AWS Serverless Data 92

AWS Machine Learning - AI

OCTOBER 11, 2024

Create business intelligence (BI) dashboards for visual representation and analysis of event data. For instance, programmatic rules for event attribute-based noise filtering lack flexibility when faced with organizational changes, expansion of the service footprint, or new data source formats, leading growing complexity.

Cloud 97

Cloud AWS Serverless Policies 97

Erik Bernhardsson

NOVEMBER 30, 2021

Here's a theory I have about cloud vendors (AWS, Azure, GCP): Cloud vendors 1 will increasingly focus on the lowest layers in the stack: basically leasing capacity in their data centers through an API. Redshift is a data warehouse (aka OLAP database) offered by AWS. Other pure-software providers will build all the stuff on top of it.

Cloud 351

Cloud AWS Weak Development Team Serverless 351

MagmaLabs

JULY 16, 2020

In the beginning, the documentation for AWS LAMBDAS can be intimidating at times, but don’t worry, in this post, I will help you with the first steps to create an AWS LAMBDA Function. What’s a Lambda Function??. AWS Lambda is a compute service that lets you run code without provisioning or managing servers.

Lambda 98

Lambda AWS How To Serverless 98

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 97

Serverless Lambda Applications AWS 97

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 that simplifies the development and deployment of AWS Lambda functions. It builds on the learnings from the Deploying a serverless application blog post.

Serverless 98

Serverless Testing Applications Lambda 98

ParkMyCloud

MAY 20, 2019

Today’s entry into our exploration of public cloud prices focuses on AWS Lambda pricing. Low costs are often cited as a benefit of using serverless. A recent survey showed that companies saved an average of 4 developer workdays per month by adopting serverless, and 21% of companies reported cost reduction as a main benefit.

Lambda 82

Lambda AWS Serverless Microservices 82

Dzone - DevOps

JULY 25, 2023

Using AWS Lambda Go runtime , you can use Go to build AWS Lambda functions. Imagine a web app that needs to authenticate users, store user data, and send emails. A Serverless approach for this would be to implement each functionality/API as a separate Lambda function.

Serverless 98

Serverless Lambda Applications .Net 98

Dzone - DevOps

FEBRUARY 5, 2023

Welcome to our tutorial on deploying a machine learning (ML) model on Amazon Web Services (AWS) Lambda using Docker. In this tutorial, we will walk you through the process of packaging an ML model as a Docker container and deploying it on AWS Lambda, a serverless computing service. So, let’s get started!

Machine Learning 98

Machine Learning Artificial Inteligence Lambda AWS 98

Linux Academy

JUNE 4, 2019

What is serverless framework? The Serverless Framework is an open-source project that replaces traditional platforms (hardware, operating systems) with a platform that can run in a cloud environment. Serverless is beneficial as it lets you focus on delivering a product, rather than managing typical IT problems. Lambda : FaaS.

Serverless 92

Serverless Linux Azure Lambda 92

AWS Machine Learning - AI

APRIL 23, 2025

Archival data in research institutions and national laboratories represents a vast repository of historical knowledge, yet much of it remains inaccessible due to factors like limited metadata and inconsistent labeling. Each bucket serves a specific purpose in the pipeline, providing organized data management and simplified access control.

Artificial Inteligence 67

Artificial Inteligence Open Source AWS Serverless 67

Confluent

FEBRUARY 27, 2019

With serverless being all the rage, it brings with it a tidal change of innovation. Given that it is at a relatively early stage, developers are still trying to grok the best approach for each cloud vendor and often face the following question: Should I go cloud native with AWS Lambda, GCP functions, etc., data written to Amazon S3).

Serverless 109

Serverless Lambda AWS Systems Review 109

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. Starting with the pros: No cold starts whatsoever.

Serverless 100

Serverless Software Review Lambda AWS 100

RapidValue

JANUARY 5, 2020

One such service is their serverless computing service , AWS Lambda. For the uninitiated, Lambda is an event-driven serverless computing platform that lets you run code without managing or provisioning servers and involves zero administration. How does AWS Lambda Work. Why use AWS Lambda? Read on to know.

Lambda 61

Lambda Serverless AWS Architecture 61

Dzone - DevOps

MARCH 20, 2023

In this blog post, you will be using AWS Controllers for Kubernetes on an Amazon EKS cluster to put together a solution wherein data from an Amazon SQS queue is processed by an AWS Lambda function and persisted to a DynamoDB table.

Lambda 91

Lambda AWS Serverless Data 91

AWS Machine Learning - AI

MAY 30, 2024

The opportunities to unlock value using AI in the commercial real estate lifecycle starts with data at scale. Although CBRE provides customers their curated best-in-class dashboards, CBRE wanted to provide a solution for their customers to quickly make custom queries of their data using only natural language prompts.

AWS 129

AWS Lambda Performance Artificial Inteligence 129

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?

Serverless 106

Serverless Architecture Applications Cloud 106

Stackery

MAY 22, 2019

With Serverless, it’s not the technology that’s hard, it’s understanding the language of a new culture and operational model. Serverless architecture has coined some new terms and, more confusingly, re-used a few older terms with new meanings. Once you have real users you’ll store their data in another database. Environment.

Serverless 74

Serverless Lambda AWS Resources 74