AWS Machine Learning - AI

FEBRUARY 6, 2024

The following diagram illustrates the solution architecture. Amazon SQS enables a fault-tolerant decoupled architecture. The WebSocket triggers an AWS Lambda function, which creates a record in Amazon DynamoDB. Another Lambda function gets triggered with a new message in the SQS queue.

Generative AI 98

Generative AI AWS Lambda Technical Review 98

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 short, Booster is a Low-Code TypeScript framework that allows you to quickly and easily create a backend application in the cloud that is highly efficient, scalable, and reliable. WTF is Booster?

Scalability 98

Scalability AWS Authentication Open Source 98

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 Microservices 94

RapidValue

JANUARY 5, 2020

The Amazon Web Services have remained as the undisputed king of the cloud for some time now. 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.

Lambda 61

Lambda Serverless AWS Architecture 61

Xebia

JANUARY 19, 2023

Authors Joe Reis and Matt Housley walk you through the data engineering lifecycle and show you how to stitch together a variety of cloud technologies to serve the needs of downstream data consumers.” The data engineer is also expected to create agile data architectures that evolve as new trends emerge.

Data Engineering 130

Data Engineering Engineering Data Technical Review 130

Cloudera

SEPTEMBER 30, 2022

Today, we’re excited to announce that DataFlow Functions (DFF), a feature within Cloudera DataFlow for the Public Cloud, is now generally available for AWS, Microsoft Azure, and Google Cloud Platform. DFF provides an efficient, cost optimized, scalable way to run NiFi flows in a completely serverless fashion. Cloud Runtime.

Serverless 82

Serverless Lambda Google Cloud Azure 82

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. So here are five questions you should ask before adopting the serverless architecture: 1.

Serverless 98

Serverless Lambda AWS Architecture 98

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. Architecture Diagram. Steps to Setup Amazon Lambda. Step 1: Open Aws lambda console. Use Cases.

AWS 75

AWS Lambda Data Machine Learning 75

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. Conduct a holistic application assessment, preferably with a third-party partner who has experience with cloud-driven transformation.

Serverless 52

Serverless Business Transformation Architecture Analysis 52

Cloudera

NOVEMBER 16, 2021

With the general availability of Cloudera DataFlow for the Public Cloud (CDF-PC) , our customers can now self-serve deployments of Apache NiFi data flows on Kubernetes clusters in a cost effective way providing auto scaling, resource isolation and monitoring with KPI-based alerting. Introduction. Functions as a Service.

Serverless 111

Serverless Lambda Microservices KPI 111

Perficient

DECEMBER 13, 2023

Scalability Demands As the volume of data grows, the systems have to handle & manage the data without compromising on performance. S3 provides availability, security, and scalability, all of which come at a significantly low cost. Scalability AWS provides EC2 instances that can be scaled up or down.

Healthcare 52

Healthcare AWS Lambda Data 52

Capgemini

APRIL 20, 2022

Capgemini’s Digital Cloud Platform (DCP) for Restaurants empowers the industry to accomplish these objectives by reimagining digital transformation through compelling customer interactions and streamlined operations, while reducing costs and improving efficiency. Solution architecture. Figure 6 – DCP architecture on AWS.

Cloud 52

Cloud AWS Microservices Architecture 52

Trigent

APRIL 7, 2022

From client-server to servers in internet data centers to cloud computing and now ….serverless. Cloud computing enabled establishments to move their infrastructure from Capex to Opex, where companies could now hire their infrastructure instead of investing in expensive hardware and software. serverless.

Serverless 52

Serverless Cloud Architecture Software Review 52

Stackery

MAY 14, 2020

You’ll walk away with a more solid grasp on how to broaden your serverless knowledge to include cloud-side development, CloudFormation, the management of dev/test/prod processes, and monitoring of your professional serverless apps. Scalable Serverless Architectures Using Event-Driven Design. Register for free here.

AWS 105

AWS Serverless Lambda Microservices 105

RapidValue

AUGUST 4, 2020

Cloud computing has changed the way we engineer and deliver applications. As cloud computing models have begun to proliferate and evolve, it’s critical that technology leaders start making informed decisions about which products, services, and payment models deliver the best results. Key Challenges of Cloud Cost Optimization.

Cloud 92

Cloud How To Azure AWS 92

Xebia

AUGUST 29, 2023

Why HPC and cloud are a good fit? Setting up HPC on cloud doesn’t require upfront (CAPEX) investments. With public cloud you have access to the latest components, that will not only give a better performance but also give a better price/performance ratio. The real value of cloud is to use higher-level abstraction services.

AWS 147

AWS Performance Storage Linux 147

Blue Sentry

APRIL 26, 2023

As a trusted partner, Blue Sentry Cloud utilizes a team of engineers to design, build and deploy complex and challenging solutions that allow the customer to scale, modernize and gain a competitive edge in a fast-paced and dynamic industry. 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

JUNE 7, 2019

Instead, the infrastructure is managed by either the cloud vendor or the third-party services we are consuming. As a result, we only have to think about our code, architecture and which services to use. Moreover, we enforced HTTPS and caching through AWS CloudFront , a cloud-based Content Delivery Network.

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. By default, the executor will run inside the scheduler, but production instances will often utilize workers for better scalability. Dynamic : pipelines are written in Python, allowing dynamic generation. Working with connections.

Scalability 52

Scalability Data Examples Lambda 52

Stackery

JULY 3, 2019

WebSockets aren’t new, but a new serverless architecture is now possible with Amazon API Gateway integrations. Cloud Software Engineer, Cloudreach. Wild Rydes: Build a full-stack serverless ride-sharing app with Lambda. Ben Kehoe - Cloud Robotics Research Scientist, iRobot. Paul Chin Jr. Paul Chin Jr.

Serverless 40

Serverless AWS Lambda Software Review 40

Cloudera

SEPTEMBER 30, 2022

Cloudera DataFlow for the Public Cloud (CDF-PC) is a cloud-native service for Apache NiFi within the Cloudera Data Platform (CDP). With DFF, this class of use cases can now be addressed by deploying NiFi flows as short-lived, job-like functions using the serverless compute services of AWS, Azure, and Google Cloud.

Serverless 75

Serverless Microservices Lambda IoT 75

AWS Machine Learning - AI

JANUARY 26, 2024

Understanding and addressing LLM vulnerabilities, threats, and risks during the design and architecture phases helps teams focus on maximizing the economic and productivity benefits generative AI can bring. Build generative AI applications on secure cloud foundations At AWS, security is our top priority.

Artificial Inteligence 118

Artificial Inteligence Generative AI Security Applications 118

iTexico

APRIL 15, 2020

Cloud adoption has become the new standard requirement for business. The second cloud migration is more than just replacing your hardware with virtual hardware. The real transformation is in the adoption of serverless architecture, microservices, workflow automation. A Cloud Cost Optimization Case Study.

Lambda 52

Lambda Serverless AWS Case Study 52

AWS Machine Learning - AI

MAY 30, 2024

In this post, we describe how CBRE partnered with AWS Prototyping to develop a custom query environment allowing natural language query (NLQ) prompts by using Amazon Bedrock, AWS Lambda , Amazon Relational Database Service (Amazon RDS), and Amazon OpenSearch Service. A Lambda function with business logic invokes the primary Lambda function.

AWS 95

AWS Lambda Artificial Inteligence Performance 95

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. AWS has significantly evolved over the years, continuously releasing new services and capabilities that allow its customers to do more and more on the cloud.

AWS 130

AWS Strategy Serverless Microservices 130

O'Reilly Media - Ideas

JANUARY 14, 2020

Serverless also offers an innovative billing model and easier scalability. authors Mike Roberts and John Chapin identify the core insight that makes serverless unique: With a fully serverless app, you are no longer thinking about any part of your architecture as a resource running on a host. Serverless for cloud events.

Serverless 52

Serverless Lambda AWS Architecture 52

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

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

Generative AI 115

Generative AI Lambda AWS Artificial Inteligence 115

ParkMyCloud

AUGUST 6, 2020

Google partnered with the Linux Foundation in 2015 to form the Cloud Native Computing Foundation (CNCF) and had Kubernetes as one of the seed technologies. Serverless became the new thing, but those who put their eggs in the Kubernetes basket resisted the shift from containers to functions.

Serverless 63

Serverless Blockchain Open Source Lambda 63

Netlify

AUGUST 2, 2020

It’s clear the Jamstack web architecture we pioneered five years ago has taken off. API economy : The growing API economy across clouds unlocked powerful capabilities for frontend developers, who could integrate third-party services and plugins like Stripe, Algolia, and more. Go to our interactive map. The future of the Jamstack.

Development 98

Development Architecture Web Development Internet 98

O'Reilly Media - Ideas

APRIL 3, 2019

Get hands-on training in TensorFlow, cloud computing, blockchain, Python, Java, and many other topics. Spotlight on Cloud: The Future of Internet Security with Bruce Schneier , April 4. Introduction to Google Cloud Platform , June 3-4. Fundamentals of Data Architecture , May 20-21. AI and machine learning. Programming.

Course 47

Course Artificial Inteligence Training Google Cloud 47

Cloud Conformity

MARCH 1, 2019

Understanding What Makes the Cloud Secure The 5 pillars to a well-architected house At Cloud Conformity, we often harp on about the AWS Well-Architected Framework and for very good reason. Ultimately it is the user’s responsibility when it comes to the security in the cloud. The Five Pillars of AWS Well-Architected Framework?—?Understanding

AWS 40

AWS Cloud Software Review Infrastructure 40

O'Reilly Media - Ideas

JUNE 4, 2019

Get hands-on training in Docker, microservices, cloud native, Python, machine learning, and many other topics. AI-driven Future State Cloud Operations , June 7. Spotlight on Cloud: Mitigating Cloud Complexity to Ensure Your Organization Thrives with David Linthicum , August 1. AI and machine learning. Programming.

Course 65

Course Training Artificial Inteligence Software Review 65

Stackery

AUGUST 15, 2019

In the cloud application development world, the bare minimum may mean constructing an app that meets functionality criteria but does not meet scalability, high-availability, or security needs. Solving the hardest software problems we face usually means adopting the best architectural patterns available.

Software Engineering 49

Software Engineering Engineering Software Serverless 49

O'Reilly Media - Ideas

JANUARY 2, 2019

Programming with Java Lambdas and Streams , January 22. Developing Incremental Architecture , February 11-12. CompTIA Cloud+ CV0-002 Exam Prep , March 5. AWS Certified Cloud Practitioner Exam Crash Course , January 7-8. Creating Serverless APIs with AWS Lambda and API Gateway , January 8. Mastering C# 8.0

Course 58

Course Artificial Inteligence Training Blockchain 58

O'Reilly Media - Ideas

JUNE 5, 2019

Get hands-on training in Docker, microservices, cloud native, Python, machine learning, and many other topics. AI-driven Future State Cloud Operations , June 7. Spotlight on Cloud: Mitigating Cloud Complexity to Ensure Your Organization Thrives with David Linthicum , August 1. AI and machine learning. Programming.

Course 49

Course Training Artificial Inteligence Software Review 49

Stacks on Stacks

NOVEMBER 1, 2018

At its core, serverless development is all about combining managed services in the cloud to create applications and microservices. You can’t run the cloud on your laptop. With VMs and containers, deploying to the cloud is part of the release process. The serverless approach has major benefits.

Serverless 40

Serverless DevOps Microservices AWS 40