Dzone - DevOps

SEPTEMBER 28, 2023

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

Lambda 52

Lambda AWS Serverless Cloud 52

Blue Sentry

OCTOBER 4, 2023

AWS Event-Driven Architecture Overview Hi, I’m Todd Bernson – CTO at Blue Sentry Cloud and an AWS Ambassador with 12 AWS certifications. In this installment, I’ll be breaking down another common Cloud-native application architecture. AWS provides serverless compute in the form of AWS Lambda.

AWS 52

AWS Architecture Lambda Serverless 52

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

CircleCI

NOVEMBER 7, 2022

This tutorial covers: Using the Jest framework to set up unit testing for a serverless application. that simplifies the development and deployment of AWS Lambda functions. It frees you from worrying about how to package and deploy the application to the cloud, so you can focus on your application logic. Lambda function.

Serverless 98

Serverless Testing Applications Lambda 98

AWS Machine Learning - AI

FEBRUARY 26, 2024

Our proposed architecture provides a scalable and customizable solution for online LLM monitoring, enabling teams to tailor your monitoring solution to your specific use cases and requirements. A modular architecture, where each module can intake model inference data and produce its own metrics, is necessary.

Artificial Inteligence 105

Artificial Inteligence AWS Lambda Metrics 105

Toptal

FEBRUARY 25, 2016

AWS Lambda offers a relatively thin service with a rich set of ancillary configuration options, making it possible to implement easily scalable and maintainable applications leveraging these services.

Lambda 91

Lambda AWS Architecture Scalability 91

AWS Machine Learning - AI

FEBRUARY 6, 2024

A key part of the submission process is authoring regulatory documents like the Common Technical Document (CTD), a comprehensive standard formatted document for submitting applications, amendments, supplements, and reports to the FDA. The following diagram illustrates the solution architecture. The response data is stored in DynamoDB.

Generative AI 96

Generative AI AWS Lambda Technical Review 96

AWS Machine Learning - AI

MARCH 7, 2024

The following diagram provides a simplified view of the solution architecture and highlights the key elements. The workflow consists of the following steps: A user uploads multiple images into an Amazon Simple Storage Service (Amazon S3) bucket via a Streamlit web application. Invokes the Amazon Bedrock InvokeModel API action.

AWS 112

AWS Lambda Generative AI Report 112

RapidValue

OCTOBER 12, 2020

In an effort to avoid the pitfalls that come with monolithic applications, Microservices aim to break your architecture into loosely-coupled components (or, services) that are easier to update independently, improve, scale and manage. Key Features of Microservices Architecture. Microservices Architecture on AWS.

Microservices 53

Microservices AWS Architecture Applications 53

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.

Artificial Inteligence 116

Artificial Inteligence Generative AI Security Applications 116

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. zip or jar.

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Lambda Serverless AWS Architecture 61

Stackery

APRIL 27, 2020

Today we’re proud to share that Stackery has achieved the AWS Lambda Ready designation for continuous integration and delivery! This differentiates Stackery’s secure serverless delivery platform as fully integrated with AWS Lambda. More on Lambda Ready. More on Lambda Ready.

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Lambda AWS Serverless Continuous Integration 52

Mike Roberts

NOVEMBER 16, 2017

Scaling and State This is Part 9 of Learning Lambda, a tutorial series about engineering using AWS Lambda. So far in this series we’ve only been talking about processing a small number of events with Lambda, one after the other. Lambda will horizontally scale precisely when we need it to a massive extent.

Lambda 52

Lambda AWS Software Review Serverless 52

AWS Machine Learning - AI

APRIL 8, 2024

When building LLM applications, it is often necessary to connect and query external data sources to provide relevant context to the model. RAG allows models to tap into vast knowledge bases and deliver human-like dialogue for applications like chatbots and enterprise search assistants.

Artificial Inteligence 94

Artificial Inteligence Applications Knowledge Base AWS 94

Dzone - DevOps

DECEMBER 18, 2023

The most popular use case in current IT architecture is moving from Serverfull to Serverless design. Usually, the applications built on Kumologica are focussed on serverless computing like AWS Lambda, Azure function, or Google function but here we will be building the service very similar to a NodeJS express app running inside a container.

Serverless 93

Serverless Lambda Azure AWS 93

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 83

Serverless Lambda Data Microservices 83

Apiumhub

NOVEMBER 12, 2018

Lambda world Cádiz , one of the most important conferences on functional programming in Europe, took place in Cádiz on October 25 and 26. Lambda World started with an unconference where several people gave lightning talks. Lambda World unconference . Lambda World workshops. The workshops were of a high level!

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Lambda Architecture Conference Programming 62

Modus Create

MAY 15, 2023

When serverless architecture became all the rage a few years ago, we wondered whether it was just marketing hype. Serverless architecture’s popularity has risen over the past 5 years. So here are five questions you should ask before adopting the serverless architecture: 1. Was serverless really cloud 2.0

Serverless 98

Serverless Lambda AWS Architecture 98

Mike Roberts

NOVEMBER 1, 2017

Error Handling This is Part 7 of Learning Lambda, a tutorial series about engineering using AWS Lambda. Welcome to Part 7 of Learning Lambda! Classes of error When using AWS Lambda there are several different classes of error that can occur. To see the other articles in this series please visit the series home page.

Lambda 52

Lambda Software Review AWS Metrics 52

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.

AWS 273

AWS Cloud Microservices Lambda 273

Mike Roberts

NOVEMBER 16, 2017

Scaling and State This is Part 9 of Learning Lambda, a tutorial series about engineering using AWS Lambda. So far in this series we’ve only been talking about processing a small number of events with Lambda, one after the other. Lambda will horizontally scale precisely when we need it to a massive extent.

Lambda 40

Lambda AWS Software Review Serverless 40

CIO

APRIL 25, 2023

Five years later, transformer architecture has evolved to create powerful models such as ChatGPT. ChatGPT was trained with 175 billion parameters; for comparison, GPT-2 was 1.5B (2019), Google’s LaMBDA was 137B (2021), and Google’s BERT was 0.3B (2018). For now, ChatGPT is finding most of its applications in creative settings.

Generative AI 281

Generative AI ChatGPT Artificial Inteligence Artificial Intelligence 281

Perficient

MAY 30, 2023

Ensuring real-time status updates for end users in web applications can be challenging, particularly when working with Databricks, which lacks native support for synchronous updates. We will compare and contrast two; event driven architecture and a code-based approach. The events are then published to a message broker or event bus.

Software Review 59

Software Review Systems Review System Lambda 59

Mike Roberts

NOVEMBER 14, 2017

Cold Starts This is Part 8 of Learning Lambda, a tutorial series about engineering using AWS Lambda. In this installment of Learning Lambda I discuss Cold Starts. In this installment of Learning Lambda I discuss Cold Starts. Way back in Part 3 I talked about the lifecycle of a Lambda function.

Lambda 52

Lambda Software Review AWS Systems Review 52

Xebia

MARCH 14, 2024

Transitioning to the cloud requires time and effort Applications often need adjustments to be compatible with Cloud resources, a factor that is generally expected. Hosting a test-environment for a straightforward application alone can, in some cases, result in costs running into hundreds if not thousands of euros.

Cloud 130

Cloud Weak Development Team Software Development Applications 130

Saviynt

JUNE 2, 2019

AWS Lambda creates a unique access risk since services, not people, trigger its cloud activities. However, organizations often use Lambda to run administrative and operational processes, such as patch updates, that require privileged access to systems and networks. What does the Shared Responsibility Model for AWS LAMBDA look like?

Lambda 51

Lambda AWS Cloud Compliance 51

Modus Create

MARCH 10, 2021

Serverless architecture has grown more popular since Amazon Web Services (AWS) introduced Lambda. There are a collection of guidelines and tools on Serverless security and Modus Create provides application security consulting, designed to enumerate threats, vulnerabilities, and risks. The New LAMP Stack: Serverless on AWS.

Serverless 59

Serverless PHP Applications Lambda 59

Xebia

JANUARY 19, 2023

The data engineer is also expected to create agile data architectures that evolve as new trends emerge. Building architectures that optimize performance and cost at a high level is no longer enough. Principles of a good Data Architecture Successful data engineering is built upon rock-solid architecture.

Data Engineering 130

Data Engineering Engineering Data Technical Review 130

Cloud That

NOVEMBER 17, 2022

Architecture Diagram. Steps to Setup Amazon Lambda. Import documents and forms into business applications. Architecture Diagram. Steps to Setup Amazon Lambda. Step 1: Open Aws lambda console. textract-lambda). Step 3: Select a role that defines the permissions of your lambda function.

AWS 75

AWS Lambda Data Machine Learning 75

Stacks on Stacks

NOVEMBER 29, 2018

Lambda layers and runtime API are two new feature of AWS Lambda which open up fun possibilities for customizing the Lambda runtime and enable decreased duplication of code across Lambda functions. Layers is aimed at a common pain point teams hit as the number of Lambdas in their application grows.

Lambda 40

Lambda Serverless AWS PHP 40

Stackery

MAY 14, 2020

Building a modern microservices architecture with techniques that work for your whole team— This process uses AWS Lambda, AWS Step Functions, AWS Fargate, Amazon API Gateway, Amazon Simple Notification Service (Amazon SNS), Amazon Simple Queue Service (Amazon SQS), and the entire serverless portfolio. Register for free here.

AWS 105

AWS Serverless Lambda Microservices 105

Capgemini

DECEMBER 7, 2020

Companies can derive many advantages from migrating their applications to the cloud, and platforms such as Amazon Web Services (AWS) have made that relatively easy for businesses of all sizes. Examine your applications. Which applications should be rationalized? Which applications should be rationalized? Create a roadmap.

Serverless 52

Serverless Business Transformation Architecture Analysis 52

Mike Roberts

MAY 22, 2018

I started writing “ Serverless Architectures ” in May 2016. I was a little restricted in my thinking the first time around and I’ve come to see FaaS as something not quite stateless, since caching state in a Lambda instance that might stick around for 5 hours is a perfectly reasonable idea. I thought a few folks might be interested.

Serverless 40

Serverless Architecture Lambda Microservices 40

Mike Roberts

MAY 22, 2018

I started writing “ Serverless Architectures ” in May 2016. I was a little restricted in my thinking the first time around and I’ve come to see FaaS as something not quite stateless, since caching state in a Lambda instance that might stick around for 5 hours is a perfectly reasonable idea. I thought a few folks might be interested.

Serverless 40

Serverless Architecture Lambda Microservices 40

CIO

NOVEMBER 2, 2023

I often ask vendors to walk me through their product quote and explain what each product SKU or line item is, such as the cost for an application with the microservices and containerization,” Phelps says. CIOs may also fall into the trap of misunderstanding product mixes and the downside of auto-renewals, he adds. “I

Strategy 335

Strategy Cloud Generative AI Data Center 335

Cloudera

SEPTEMBER 30, 2022

Now, they can use DataFlow’s no-code UI to be more productive – they can quickly design new NiFi flows and then run them as functions in AWS Lambda, Azure Functions, and Google Cloud Functions. Fig2: DataFlow Functions runtime environments are available in AWS Lambda, Azure Functions, and Google Cloud Functions. Cloud Runtime.

Serverless 78

Serverless Lambda Google Cloud Azure 78

Apiumhub

MARCH 12, 2024

The Evolution of Cloud Computing Trends Edge Computing Redefining Latency Edge computing is poised to revolutionize cloud architecture by decentralizing computing power. Implementation: Deploying functions using AWS Lambda, triggered by events, eliminating the need for managing servers and allowing developers to focus on writing code.

Trends 52

Trends Innovation Cloud Serverless 52