Dzone - DevOps

MARCH 7, 2023

What Is the AWS Lambda Cold Start Problem? AWS Lambda is a serverless computing platform that enables developers to quickly build and deploy applications without having to manage any underlying infrastructure. However, this convenience comes with a downside—the AWS Lambda cold start problem.

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Lambda AWS Serverless Infrastructure 94

Honeycomb

MARCH 5, 2024

In this post, I describe how to send OpenTelemetry (OTel) data from an AWS Lambda instance to Honeycomb. I will be showing these steps using a Lambda written in Python and created and deployed using AWS Serverless Application Model (AWS SAM). Add your Honeycomb environment’s API key to AWS Secrets Manager.

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AWS Machine Learning - AI

MAY 14, 2024

An important aspect of developing effective generative AI application is Reinforcement Learning from Human Feedback (RLHF). The interplay between Generative AI and human input paves the way for more accurate and responsible applications. We used this feedback to finetune the model deployed on Amazon Bedrock to power the chat-bot.

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Generative AI Artificial Inteligence AWS Applications 85

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 92

Cloud That

NOVEMBER 16, 2022

Steps to Create a Lambda Function. EC2 instances are the major AWS resources, in which applications’ data can be stored, run, and deployed. What if we want to send our running AWS Instances (servers) information to our team in form of logs for any purposes? Primary use cases for Lambda: Data processing.

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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. Text files uploaded to Amazon Simple Storage Service (S3) will trigger a Lambda function which will further analyze it, extract entity metadata (name, type, etc.)

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Serverless AWS Lambda Applications 92

Xebia

MAY 8, 2024

When you deploy lambda functions using CDK and a test-driven approach, you might have noticed that the test feedback takes longer each time you add a new function. CDK Synth Before you can deploy your infrastructure you need to synthesize your code. CDK Synth Before you can deploy your infrastructure you need to synthesize your code.

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Testing Lambda Backup How To 130

Dzone - DevOps

MAY 1, 2023

In this blog post, 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 SNS topic and store them in a DynamoDB table.

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CIO

OCTOBER 13, 2022

Modernizing the application estate through cloud migration is a key part of any digital transformation strategy. More than just generic tweaks to the application stack or a simple lift-and-shift initiative, true app modernization involves holistic process improvements and optimizing the application mix for quantifiable business outcomes.

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TechCrunch

NOVEMBER 2, 2021

Lumigo , a cloud-native application monitoring and debugging platform, today announced that it has raised a $29 million Series A funding round led by Redline Capital. The company started with a focus on distributed tracing for serverless platforms like AWS’ API Gateway, DynamoDB, S3 and Lambda. Image Credits: Lumigo.

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Applications Lambda Cloud Serverless 239

Dzone - DevOps

MARCH 17, 2023

Fargate vs. Lambda has recently been a trending topic in the serverless space. Fargate and Lambda are two popular serverless computing options available within the AWS ecosystem. This blog aims to take a deeper look into the Fargate vs. This blog aims to take a deeper look into the Fargate vs. Lambda battle.

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Lambda Serverless AWS Microservices 94

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

Dzone - DevOps

SEPTEMBER 28, 2023

AWS (Amazon Web Services) has been a major player in this transformation with their extensive suite of cloud services. Two such services that have gained significant popularity are AWS Lambda and Fargate. With the advent of serverless architectures and container services, the technology landscape has transformed dramatically.

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Lambda AWS Serverless Cloud 52

CircleCI

AUGUST 12, 2022

This tutorial covers: Defining your AWS CDK application and the AWS Lambda handler. Manually building and deploying your CDK application. This approach can work well with just a handful of resources, but as the complexity of your application increases, it can become difficult to manage the infrastructure manually.

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Lambda AWS Construction Software Review 52

Xebia

MAY 6, 2022

We recently ran into the problem where one of our Lambdas needed to reach out to a Pinpoint application running in a secondary account. First we create a role in the pinpoint account that is allowed to perform operations on the pinpoint application. Allowing the Lambda to assume the role.

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Dzone - DevOps

APRIL 24, 2023

Today, most organizations prefer to host applications and services on the cloud due to ease of deployment, high security, scalability, and cheap maintenance costs over on-premise infrastructure. In 2006, Amazon launched its cloud services platform, Amazon Web Services (AWS) , one of the leading cloud providers to date.

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AWS Lambda Software Review Machine Learning 94

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 is just one component of a modern serverless stack.

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Lambda Serverless AWS Architecture 91

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. Invoices and expense receipt images uploaded to Amazon S3 will trigger a Lambda function which will extract invoice metadata (ID, date, amount, etc.)

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Serverless AWS Lambda Applications 72

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

CircleCI

AUGUST 17, 2022

This tutorial covers: Creating a new AWS CDK application. Adding a Lambda authorizer and defining CDK constructs. You can also learn how to automate AWS Lambda function deployments to AWS CDK. You can use these libraries to easily define a cloud application stack for your entire system. AWS CDK CLI.

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Lambda AWS Construction Software Review 52

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. There's no idle capacity because billing is based on the actual amount of resources consumed by an application.

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Serverless Architecture AWS Lambda 84

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.

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Serverless Lambda Applications AWS 95

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.

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Serverless Lambda Applications AWS 92

Linux Academy

MARCH 29, 2019

As I detailed in a previous blog post, I’m continuing to update the Linux Academy AWS DevOps Pro certification course. The course has three new sections (and Lambda Versioning and Aliases plays an important part in the Lambda section): Deployment Pipelines. AWS Lambda, and. AWS API Gateway.

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Lambda AWS Serverless DevOps 60

ParkMyCloud

MAY 20, 2019

Today’s entry into our exploration of public cloud prices focuses on AWS Lambda pricing. In this article, we’ll take a look at the Lambda pricing model, and some things you need to keep in mind when estimating costs for serverless infrastructure. How AWS Lambda Pricing Works. Core Pricing.

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Lambda AWS Serverless Microservices 82

Xebia

DECEMBER 21, 2022

A regional failure is an uncommon event in AWS (and other Public Cloud providers), where all Availability Zones (AZs) within a region are affected by any condition that impedes the correct functioning of the provisioned Cloud infrastructure. For demonstration purposes, we are using HTTP instead of HTTPS. Pilot Light strategy diagram.

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Disaster Recovery AWS Strategy Backup 130

Xebia

AUGUST 1, 2023

There are many solutions available, and in AWS one of them is using DynamoDB. In this blog I will show how to implement a cache using DynamoDB and a lambda written in TypeScript. I’ve used CDK to build the infrastructure needed for the cache service. The infrastructure is defined in cache-blog/lib/cache-blog-stack.ts.

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Lambda AWS Infrastructure Performance 130

Xebia

APRIL 23, 2024

In this blog post a single Lambda function is used to handle both incoming commands and incoming interactivity. Slack API reaching out to AWS Lambda. Creating your Handler using an AWS Lambda Function In this example I am going to use a Node.js AWS Lambda function to host the handler. ” message.

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Lambda AWS Authentication Construction 130

LaunchDarkly

JUNE 5, 2019

Early in 2016, TrueCar decided to move internet operations off premises from its data centers to the AWS cloud. Some operational and logistical challenges were presented when TrueCar decided to move its internet infrastructure into the AWS cloud. Challenges. TrueCar needed to move hundreds of partner sites.

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Lambda AWS Software Engineering Engineering 72

AWS Machine Learning - AI

APRIL 24, 2024

With AWS generative AI services like Amazon Bedrock , developers can create systems that expertly manage and respond to user requests. Agents for Amazon Bedrock approach Agents for Amazon Bedrock allows you to build generative AI applications that can run multi-step tasks across a company’s systems and data sources. on Amazon Bedrock.

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Artificial Inteligence Lambda Generative AI Knowledge Base 102

Dzone - DevOps

FEBRUARY 6, 2024

The evolution of web application deployment demands efficient canary release strategies. Traditional "big bang" deployments for web applications pose significant risks, hindering rapid innovation and introducing potential disruption. In the realm of canary releases, various solutions exist.

Applications 68

Applications Lambda AWS Architecture 68

AWS Machine Learning - AI

JANUARY 26, 2024

Generative artificial intelligence (AI) applications built around large language models (LLMs) have demonstrated the potential to create and accelerate economic value for businesses. Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications.

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Artificial Inteligence Generative AI Security Applications 117

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? You may ask.

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Lambda Serverless AWS Architecture 61

AWS Machine Learning - AI

FEBRUARY 9, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

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Lambda Generative AI AWS Microservices 123

AWS Machine Learning - AI

MAY 7, 2024

Solution overview The entire infrastructure of the solution is provisioned using the AWS Cloud Development Kit (AWS CDK), which is an infrastructure as code (IaC) framework to programmatically define and deploy AWS resources. AWS CDK version 2.0

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Artificial Inteligence Meeting Generative AI AWS 99

Mentormate

JANUARY 7, 2021

This year’s AWS re:Invent conference was virtual, free, and three weeks long. During multiple keynotes and sessions, AWS announced new services, features, and improvements to existing cloud services like Amazon QuickSight. As an AWS Advanced Consulting partner , MentorMate embraces continuous learning as much as AWS does.

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AWS Lambda Software Review Serverless 98

CIO

JANUARY 16, 2023

Kirkland, a founding member of SustainabilityIT.org, an organization to drive global sustainability through technology leadership, says Choice was the first hospitality company to make a strategic commitment to developing a cloud-native and sustainable platform on AWS. All the logic is still in Java hosted on Amazon’s infrastructure.”

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Hotels Sustainability Cloud AWS 334