Dzone - DevOps

OCTOBER 21, 2024

In this article, I will discuss building a sentiment analysis tool using AWS serverless capabilities and NLTK. I will be using AWS lambda to run sentiment analysis using the NLTK -vader library and AWS API Gateway to enable this functionality as an API.

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Serverless Analysis Lambda Technology 90

Dzone - DevOps

JUNE 21, 2024

Navigating toward a cloud-native architecture can be both exciting and challenging. In this article, I wanted to focus on an example where my project seemed like a perfect serverless use case, one where I’d leverage AWS Lambda. The expectation of learning valuable lessons should always be top of mind as design becomes a reality.

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Lambda Serverless AWS Architecture 91

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.

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Serverless Architecture AWS Lambda 75

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 87

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. Scalability Of course, going serverless is not only for small projects.

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Serverless .Net Architecture AWS 100

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.

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Serverless Linux Azure Lambda 92

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.

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Serverless Testing Applications Lambda 98

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., Next Steps. What is FaaS?

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Serverless Lambda AWS Systems Review 109

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.

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Lambda Serverless AWS Architecture 61

Erik Bernhardsson

NOVEMBER 30, 2021

This isn't exactly a new idea—Heroku launched in 2007, and AWS Lambda in 2014. Kubernetes has been this interesting trend in the last few years on what I think is still essentially an inevitable march towards a fully “serverless” world, whatever that means to you. If I had a Ph. ↩︎ This is from DB rankings.

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Cloud AWS Weak Development Team Serverless 351

The Agile Monkey

JUNE 7, 2019

When serverless pops up in conversation, there is sometimes an uncomfortable silence in the room. This is possibly because the majority of us don’t know much about serverless. Serverless is the new paradigm for building applications. As a result, we only have to think about our code, architecture and which services to use.

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Serverless Lambda AWS Software Review 75

Dzone - DevOps

DECEMBER 18, 2023

The most popular use case in current IT architecture is moving from Serverfull to Serverless design. There are cases where we might need to design a service in a Serverfull manner or move to Serverfull as part of operational cost. In this article, we will be showing how to run Kumologica flow as a docker container.

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Serverless Lambda Azure AWS 85

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 75

RapidValue

JULY 31, 2019

Serverless architecture is another buzzword to hit the cloud-native space, but what is it, is it worthwhile and how can it work for you? Serverless architecture is on the rise and is rapidly gaining acceptance. What is Serverless Architecture? The adoption of serverless architecture is growing rapidly.

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Serverless Architecture Cloud Development 47

Altexsoft

DECEMBER 28, 2018

According to the RightScale 2018 State of the Cloud report, serverless architecture penetration rate increased to 75 percent. Aware of what serverless means, you probably know that the market of cloudless architecture providers is no longer limited to major vendors such as AWS Lambda or Azure Functions.

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Serverless Azure AWS Architecture 68

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. This glossary will clarify some of them. For now, we’re sticking with ‘App’.

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Serverless Lambda AWS Resources 74

Dzone - DevOps

OCTOBER 4, 2023

Building Efficient Lambda Functions with Node.js: Unleashing the Power of Serverless Magic In the ever-evolving landscape of cloud computing, serverless architecture has emerged as a transformative paradigm, enabling developers to focus on code without the burden of managing infrastructure.

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Lambda Serverless AWS Architecture 71

Stackery

NOVEMBER 4, 2019

I often get asked what software tools are ideal for a serverless developer. Serverless is, after all, about using a massive suite of platform tools to let you do minimal management. A smart-mouthed kid could say “all you need for serverless is a text editor, an AWS account, and a cup of coffee.”. Develop my lambda.

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Serverless Lambda AWS Course 16

Xebia

MAY 21, 2024

This involves updating existing systems to take advantage of modern cloud-native architectures, technologies, and best practices, which always follow the six Pillars of AWS Well Architecture Framework: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and Sustainability.

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AWS Strategy Serverless Microservices 130

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.

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Serverless Lambda Applications AWS 85

Xebia

APRIL 20, 2023

The magic happens through a combination of Serverless, user input, a CloudFront distribution, a Lambda function, and the OpenAI API. The Lambda function is a Python script that incorporates the Xebia mission, vision, and values, as well as each leader’s personality and speaking style. Please try again later.';

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Artificial Inteligence Artificial Intelligence Leadership Lambda 130

Xebia

JANUARY 3, 2023

This talk was about how you can create event-driven architectures. I am a fan of event-driven architectures. Because you do not need to invoke a Lambda function to handle the request. The response to the user is faster and you do not need to pay for the Lambda invocation. This is very useful for fire and forget patterns.

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Lambda Serverless IoT AWS 130

AWS Machine Learning - AI

FEBRUARY 9, 2024

Because 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. The following diagram summarizes the solution architecture and key components.

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Lambda Generative AI AWS Microservices 133

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.

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Serverless AWS Lambda Part-Time VPE 71

Stackery

MAY 14, 2020

AWS Summit Chicago on the horizon, and while there’s no explicit serverless track, there are some amazing sessions to check out. Here are my top choices for the serverless sessions and a workshop you won’t want to miss: Workshop for Serverless Computing with AWS + Stackery + Epsagon. Performing Serverless Analytics in AWS Glue.

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AWS Serverless Lambda Microservices 105

Stackery

MAY 29, 2019

If you’ve built a serverless application or two, you’re probably familiar with the benefits of serverless architecture. You can spin up these resources in a matter of minutes and add your own specific business logic (usually as AWS Lambda function code). There’s another side to the serverless story: developer workflow.

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Serverless Lambda Development AWS 71

AWS Machine Learning - AI

OCTOBER 31, 2024

By implementing this architectural pattern, organizations that use Google Workspace can empower their workforce to access groundbreaking AI solutions powered by Amazon Web Services (AWS) and make informed decisions without leaving their collaboration tool. This request contains the user’s message and relevant metadata.

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Generative AI Lambda Applications AWS 114

Stackery

OCTOBER 14, 2019

re:Invent is more than a month away but there have already been some great guides for the event, and many of them focus on serverless. With AWS Lambda as one of the top technology keywords for this year’s event, there are many sessions to sift through – Here are some of my favorites. Building microservices with AWS Lambda SVS343-R.

Serverless 13

Serverless Lambda AWS Microservices 13

Stackery

MAY 19, 2019

When the team decided to do some intensive research into the possibilities and applications of serverless with AWS, they quickly found that Stackery addressed many of their areas for improvement. We sat down with Mark Allen, the co-founder, and CEO of Vydia to discuss their serverless journey with Stackery. Enter Stackery.

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Serverless Lambda AWS Video 73

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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Serverless Lambda Data AWS 74

Stackery

APRIL 24, 2019

One of the biggest challenges when adopting serverless today is mastering the developer workflow. These are common serverless questions, and the answers out there have been unsatisfying. Getting a smooth developer workflow is a challenge with serverless.” Comic by Randall Munroe of xkcd.com.

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Serverless How To AWS Lambda 69

Stackery

SEPTEMBER 12, 2019

I had the privilege of speaking at ServerlessDays Sydney the week before last, and along with the amazing conference talks, I also got to see firsthand just how much of the globe is involved in pushing forward serverless using AWS technology and how excited they were to share what they were learning. This was really impressive to see.

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Serverless AWS Lambda Conference 14

Dzone - DevOps

JULY 29, 2024

In this article, we'll walk through the process of creating and deploying a real-time AI-powered chatbot using serverless architecture. We'll cover the entire workflow from setting up the backend with serverless functions to building a responsive frontend chat interface.

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Serverless Architecture Lambda AWS 54

Stackery

AUGUST 14, 2019

This is great news for development teams excited by the prospect of building and modernizing applications using AWS Lambda, DyanmoDB, Kinesis, API Gateway, Fargate, and the rest of the growing menu of serverless capabilities. As software teams scale, serverless can pose serious challenges to application and configuration management.

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Serverless AWS Tools Lambda 13

AWS Machine Learning - AI

FEBRUARY 19, 2024

The popular architecture pattern of Retrieval Augmented Generation (RAG) is often used to augment user query context and responses. In this post, we illustrate contextually enhancing a chatbot by using Knowledge Bases for Amazon Bedrock , a fully managed serverless service.

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Knowledge Base Artificial Inteligence Applications Lambda 108

AWS Machine Learning - AI

MARCH 15, 2024

In this post, we show you how to build a speech-capable order processing agent using Amazon Lex, Amazon Bedrock, and AWS Lambda. Solution overview The following diagram illustrates our solution architecture. This can be done with a Lambda layer or by using a specific AMI with the required libraries. awscli>=1.29.57

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Generative AI Lambda AWS Artificial Inteligence 130

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 125