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 99

Generative AI AWS Lambda Technical Review 99

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 108

Artificial Inteligence AWS Lambda Metrics 108

The Agile Monkey

DECEMBER 22, 2022

However, these tools may not be suitable for more complex data or situations requiring scalability and robust business logic. In addition, the iOS application built for this tutorial is available on the App Store. This helps to create a backend that is more scalable, maintainable, and adaptable to changing business needs.

Scalability 98

Scalability AWS Authentication Open Source 98

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 76

Lambda AWS Architecture Scalability 76

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

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.

Lambda 61

Lambda Serverless AWS Architecture 61

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 278

AWS Cloud Microservices Lambda 278

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 119

Artificial Inteligence Generative AI Security Applications 119

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

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

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!

Lambda 62

Lambda Architecture Conference Programming 62

Cloudera

SEPTEMBER 30, 2022

DFF provides an efficient, cost optimized, scalable way to run NiFi flows in a completely serverless fashion. 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. DataFlow Deployments.

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Serverless Lambda Google Cloud Azure 80

Stackery

MAY 14, 2020

Shah of AWS gives a tour of the features and how it enables you to run arbitrary Python or Spark in a scalable environment. Scalable Serverless Architectures Using Event-Driven Design. Serverless architecture frees you to focus on solving business problems without the burden of managing infrastructure on AWS.

AWS 105

AWS Serverless Lambda Microservices 105

Cloudera

NOVEMBER 16, 2021

NiFi as a Function in DataFlow Service provides an efficient, cost optimized, scalable way to run NiFi flows in a completely serverless fashion. Functions as a Service (FaaS) is a category of cloud computing services that all main cloud providers are offering (AWS Lambda, Azure Functions, Google Cloud Functions, etc).

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Serverless Lambda Microservices KPI 108

Cloud That

NOVEMBER 17, 2022

Architecture Diagram. Steps to Setup Amazon Lambda. Amazon Textract is a highly scalable machine learning (ML) service that automatically extracts text, handwriting, and data from documents like images, pdf, etc. Import documents and forms into business applications. Architecture Diagram. textract-lambda).

AWS 75

AWS Lambda Data Machine Learning 75

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. This event-driven model enhances efficiency, scalability, and cost-effectiveness.

Trends 52

Trends Innovation Cloud Serverless 52

Perficient

DECEMBER 13, 2023

Perficient is at the forefront of managing and developing applications for numerous clients in the Healthcare sector. Scalability Demands As the volume of data grows, the systems have to handle & manage the data without compromising on performance. Scalability AWS provides EC2 instances that can be scaled up or down.

Healthcare 52

Healthcare AWS Lambda Data 52

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

Stackery

AUGUST 11, 2020

Serverless + JAMstack is where web app architectures are going. Our secure delivery platform is used to ship Lambda functions, HTTP Gateways, Aurora database clusters, and many more services which you can view usage of in Anna’s blog on the topic. That’s a term for web applications composed primarily of JavaScript, APIs, and Markup.

Serverless 95

Serverless Lambda AWS Architecture 95

Xebia

AUGUST 29, 2023

It provides a powerful and scalable platform for executing large-scale batch jobs with minimal setup and management overhead. Integration with AWS Services: AWS Batch seamlessly integrates with other AWS services, such as Amazon S3, AWS Lambda, and Amazon DynamoDB. AWS has two services to support your HPC workload.

AWS 147

AWS Performance Storage Linux 147

TIBCO - Connected Intelligence

OCTOBER 19, 2020

If you aren’t able to rapidly adapt the services and capabilities of your digital platform to stay aligned with the needs of the business, then your underlying application architecture needs to be evolved so that it becomes more agile. One way to build this agility is by evolving to a microservices architecture. Click To Tweet.

Microservices 49

Microservices AWS Applications How To 49

The Agile Monkey

JUNE 7, 2019

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. In this web application the user is able to suggest the addition of new tools to the catalog, find tools based on certain criteria, and review tools if registered.

Serverless 75

Serverless Lambda AWS Software Review 75

Gorilla Logic

OCTOBER 21, 2022

Scalable : the architecture uses a message queue system to run an arbitrary number of workers. Imagine you need to run a SQL query daily in a data warehouse and use the results to call a third-party Application Programming Interface (API). Perhaps the API response needs to be sent to a client or a different internal application.

Scalability 52

Scalability Data Examples Lambda 52

Stackery

JULY 3, 2019

WebSocket revival: API Gateway, WebSockets, and interactive applications. WebSockets aren’t new, but a new serverless architecture is now possible with Amazon API Gateway integrations. Wild Rydes: Build a full-stack serverless ride-sharing app with Lambda. Twelve-Factor serverless applications. Paul Chin Jr. Paul Chin Jr.

Serverless 40

Serverless AWS Lambda Software Review 40

Blue Sentry

APRIL 26, 2023

You can also build automation using Lambda Functions with custom triggers like AutoScaling Lifecycle Hooks, have a Load Balancer in front of your servers to balance the traffic as well as have DNS management in Route53. In AWS, you can use Auto Scaling Groups to scale in and out your servers based on a template.

Case Study 52

Case Study Study Infrastructure Lambda 52

The Agile Monkey

NOVEMBER 16, 2018

From Microservices to Serverless: How to avoid converting “Distributed monolith” microservices into “Serverless monoliths” Learning from the past: converting a monolith into… a worse monolith When microservices became mainstream, a lot of companies started to migrate their monolithic systems to a distributed microservice architecture.

Serverless 40

Serverless Microservices Lambda How To 40

Trigent

APRIL 7, 2022

This paved the way for application containers where instead of creating separate instances of the OS for each application, they just made secure spaces for them to run while broadly sharing the OS resources. By adhering to some basic rules, services and applications can be deployed onto serverless systems.

Serverless 52

Serverless Cloud Architecture Software Review 52

Cloudera

SEPTEMBER 30, 2022

With DFF, users now have the choice of deploying NiFi flows not only as long-running auto scaling Kubernetes clusters but also as functions on cloud providers’ serverless compute services including AWS Lambda, Azure Functions, and Google Cloud Functions. build high performant, scalable web applications across multiple data centers).

Serverless 73

Serverless Microservices Lambda IoT 73

Xebia

MAY 21, 2024

Cloud modernization has become a prominent topic for organizations, and AWS plays a crucial role in helping them modernize their IT infrastructure, applications, and services. Migration: Many companies start their cloud modernization journey by migrating existing applications and workloads to the cloud.

AWS 130

AWS Strategy Serverless Microservices 130

iTexico

APRIL 15, 2020

The real transformation is in the adoption of serverless architecture, microservices, workflow automation. iTexico recommended AWS Lambda, a highly dynamic and scalable serverless computing platform with pay-as-you-go and use service model. Running applications and workloads on the cloud is easy.

Lambda 52

Lambda Serverless AWS Case Study 52

AWS Machine Learning - AI

MAY 30, 2024

Because Amazon Bedrock is serverless, you don’t have to manage 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 figure illustrates the core architecture for the NLQ capability.

AWS 68

AWS Lambda Artificial Inteligence Performance 68

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. Internally, Amazon Bedrock uses embeddings stored in a vector database to augment user query context at runtime and enable a managed RAG architecture solution.

Knowledge Base 95

Knowledge Base Artificial Inteligence Applications Lambda 95

Capgemini

APRIL 20, 2022

Built with microservices and cloud-native architecture, DCP provides a scalable and extensible platform to support future business growth, including multiple brands management, geographic expansion, and analytics enabled by artificial intelligence. Solution architecture. Figure 6 – DCP architecture on AWS.

Cloud 52

Cloud AWS Microservices Architecture 52

AWS Machine Learning - AI

MARCH 15, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) 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 you need to build generative AI applications with security, privacy, and responsible AI.

Generative AI 116

Generative AI Lambda AWS Artificial Inteligence 116

Netlify

AUGUST 2, 2020

It’s clear the Jamstack web architecture we pioneered five years ago has taken off. Demand grew for a more simple and powerful way to build for the web, independent of the complexities created by monolithic applications and managing infrastructure. Become one of the next million to join the community and try Netlify.

Development 98

Development Architecture Web Development Internet 98

O'Reilly Media - Ideas

JANUARY 14, 2020

Serverless is a trend in computing that decouples the execution of code, such as in web applications, from the need to maintain servers to run that code. The operational overhead to create, provision, and care for applications running on servers (in the traditional sense) is significant. In What is Serverless? Serverless for APIs.

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Serverless Lambda AWS Architecture 52

ParkMyCloud

AUGUST 6, 2020

The bleeding-edge tech community is full of fast-moving recommendations telling you why Kubernetes, blockchain, serverless, or the latest Javascript library is the pinnacle of technology and you are going to be left behind if you don’t drop what you’re doing RIGHT NOW and fully convert all of your applications.

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Serverless Blockchain Open Source Lambda 63