AWS Machine Learning - AI

MARCH 7, 2024

The following diagram provides a simplified view of the solution architecture and highlights the key elements. The DynamoDB update triggers an AWS Lambda function, which starts a Step Functions workflow. The Step Functions workflow invokes a Lambda function to generate a status report.

AWS 110

AWS Lambda Generative AI Report 110

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

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

Dzone - DevOps

MAY 1, 2023

This was not only about rewriting applications, but the backend data stores were also redesigned in terms of dynamic scalability , high performance, and flexibility for event-driven architecture.

Serverless 83

Serverless Lambda Data Microservices 83

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

Strategic Tech

JULY 21, 2020

Most organisations go through an architecture modernisation effort at some point as their systems drift into a state of intolerable maintenance costs and they diverge too far from modern technological advances. What architecture will be optimal for enabling that business vision? How are we going to deliver the new architecture?

Architecture 98

Architecture Technical Review Software Review Microservices 98

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. Finally I mention Lambda’s limited, but not trivial, vertical scaling capability.

Lambda 40

Lambda AWS Software Review Serverless 40

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

Perficient

MAY 30, 2023

In this technical blog post, we will explore the limitations of Databricks regarding synchronous updates, introduce the pattern of “Simulating Synchronous Operations with Asynchronous Code,” and compare it with the widely adopted event-driven architecture. The events are then published to a message broker or event bus.

Software Review 59

Software Review Systems Review System Lambda 59

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

CIO

APRIL 25, 2023

It’s only one example of generative AI. 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). What is ChatGPT?

Generative AI 290

Generative AI ChatGPT Artificial Inteligence Artificial Intelligence 290

CIO

NOVEMBER 2, 2023

For example, Photogra, a 23-year-old image and photo provider for concession operators at amusement parks, cruises, and events, spent one year planning the migration of its data infrastructure from its New York data center to Microsoft Azure and other cloud services with the help of Aptum, a managed service provider.

Strategy 351

Strategy Cloud Generative AI Data Center 351

CIO

OCTOBER 13, 2022

This helps practitioners decide, for example, what applications would benefit from a complete rewrite to be cloud-native versus which should be refactored through use of containerization, APIs, and microservices.

AWS 279

AWS Cloud Microservices Lambda 279

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. Technical Example : Edge Computing in IoT Scenario: In an IoT deployment, edge computing processes sensor data locally on edge devices, reducing latency and bandwidth usage.

Trends 52

Trends Innovation Cloud Serverless 52

Mike Roberts

MAY 22, 2018

I started writing “ Serverless Architectures ” in May 2016. In the first example section I added a couple of paragraphs on “choreography over orchestration”. Lambda has configuration now and it has reserved capacity to help you avoid DoS’ing yourself. I thought a few folks might be interested. I rewrote the “ State ” section?—?I

Serverless 40

Serverless Architecture Lambda Microservices 40

Mike Roberts

MAY 22, 2018

I started writing “ Serverless Architectures ” in May 2016. In the first example section I added a couple of paragraphs on “choreography over orchestration”. Lambda has configuration now and it has reserved capacity to help you avoid DoS’ing yourself. I thought a few folks might be interested. I rewrote the “ State ” section?—?I

Serverless 40

Serverless Architecture Lambda Microservices 40

Capgemini

DECEMBER 7, 2020

Take, for example, serverless architecture, for which AWS has more than 50 services. For example, we worked with a global consumer manufacturing organization that creates robotic devices for home automation. In many cases, technical and business considerations are inextricably linked.

Serverless 52

Serverless Business Transformation Architecture Analysis 52

Bernd Rucker

APRIL 20, 2021

Camunda Cloud Architecture Blog Post Series?—?Part One of your first tasks would be to sketch the basic architecture of your solution, and this blog post will guide you through some important early questions such as how to connect the workflow engine Zeebe with your application or with remote systems? latestVersion().variables(

Architecture 63

Architecture Engineering Cloud Programming 63

Tenable

JANUARY 8, 2024

Without a centralized view of the cloud architecture, compliance teams can’t see across multiple clouds or monitor frequent changes to the configurations of applications as they’re running. They’re often left scrambling to produce granular insights on their cloud resources. Image source: Tenable Cloud Security 4.

Compliance 80

Compliance Weak Development Team Lambda Guidelines 80

Xebia

MARCH 14, 2024

For example, with on-premises software development, databases are added to a database-server until the maximum capacity of the server is utilized. For example, this involves containerizing a web application and running it in a container environment, while the Database-as-a-Service offering is used to host its database.

Cloud 130

Cloud Weak Development Team Software Development Applications 130

CircleCI

NOVEMBER 7, 2022

that simplifies the development and deployment of AWS Lambda functions. Using event-based architecture, you can mock the events to add test cases and assert the expected behaviour based on the event received. Our tutorials are platform-agnostic, but use CircleCI as an example. Lambda function. Install AWS CLI.

Serverless 98

Serverless Testing Applications Lambda 98

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. Stackery is focused on helping developers leverage the power of AWS managed services.

Serverless 95

Serverless Lambda AWS Architecture 95

The Agile Monkey

JUNE 7, 2019

As a result, we only have to think about our code, architecture and which services to use. As you might expect in this kind of architecture, we delegated all the heavy logic to the backend , which were basically endpoints pointing to AWS Lambda functions. In our case, we used AWS DynamoDB, Cognito, API Gateway, SNS and Lambdas.

Serverless 75

Serverless Lambda AWS Software Review 75

Stackery

APRIL 11, 2019

Lately, I’ve seen some talk about an architectural pattern that I believe will become prevalent in the near future. It will scale just fine… unless you hit your account-wide Lambda limit. 6.10, which is approaching EOL for AWS Lambda? I then sift through all this data to identify patterns and trends. What if that’s Node.js

Serverless 104

Serverless Lambda AWS Firewall 104

Perficient

DECEMBER 13, 2023

Regulatory Compliance Obligations Healthcare must comply with various laws and regulations, for example, HIPPA, which makes it essential that the systems, vendors, and processes managing the sensitive data are also compliant. Automated ETL trigger AWS EventBridge triggers the AWS Lambda based on events, which in turn initiates a job.

Healthcare 52

Healthcare AWS Lambda Data 52

Cloudera

NOVEMBER 16, 2021

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). It also effectively provides a serverless architecture and is very widely used when building microservices applications.

Serverless 105

Serverless Lambda Microservices KPI 105

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 112

Generative AI Lambda AWS Artificial Inteligence 112

Xebia

AUGUST 29, 2023

Integration with AWS Services: AWS Batch seamlessly integrates with other AWS services, such as Amazon S3, AWS Lambda, and Amazon DynamoDB. Each AWS account can host multiple queues, which for example can be used to configure high-priority and low-priority queues, each with its own characteristics. Lustre is POSIX-compliant.

AWS 147

AWS Performance Storage Linux 147

Linux Academy

APRIL 4, 2019

For example, you can improve the efficiency of both your developers and operations staff through shrinking time requirements for each step of the agile developer’s workflow. Also consider automated services for coding – the AWS microservices architecture. Workforce Productivity. You can have a more productive workforce.

AWS 60

AWS Serverless Lambda Linux 60

Stackery

FEBRUARY 17, 2020

The seamless scaling and headache-free reliability of a serverless application architecture has become compelling to a broad community of cloud specialists. Any time AWS Lambdas needed to scale up, the first invocation of each service instance took longer to handle its request than those that followed. Giving more resources to Lambdas.

Lambda 52

Lambda Serverless AWS Games 52

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. Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications.

Artificial Inteligence 115

Artificial Inteligence Generative AI Security Applications 115

Palo Alto Networks

MARCH 10, 2021

Amazon VPC Traffic Mirroring provides a non-intrusive way to enable network visibility into your AWS deployments without requiring significant design changes to virtual network architecture. Palo Alto Networks VM-Series Reference Architecture for AWS. Primarily, VM-Series is serving as an intrusion detection system (IDS).

AWS 98

AWS Firewall Lambda Network 98

Stackery

FEBRUARY 24, 2020

AWS Lambda is the future. There may be organization-specific roadblocks to adopting AWS Lambda right now and therefore, it might not be the right fit for your team at this particular juncture. But this hackathon really underscored just how critical Lambda functions are and will continue to be. My AWS Hackathon Takeaways.

AWS 52

AWS Lambda Serverless Weak Development Team 52

O'Reilly Media - Ideas

DECEMBER 21, 2018

Serverless Architectures on AWS: With Examples Using AWS Lambda — Peter Sbarski teaches you how to build, secure, and manage serverless architectures that can power the most demanding web and mobile apps. Continue reading 10 top AWS resources on O’Reilly’s online learning platform.

AWS 49

AWS Resources Lambda Serverless 49

Linux Academy

JUNE 4, 2019

Serverless is essentially a runtime architecture where infrastructure is entirely managed by a cloud service provider, and resources are dynamically allocated on demand. Your programming language and backend database are similar examples, proving you’re never going to be completely free from some sort of commitment.

Serverless 92

Serverless Linux Azure Lambda 92

AWS Machine Learning - AI

APRIL 18, 2024

With Amazon Bedrock, teams can input high-level architectural descriptions and use generative AI to generate a baseline configuration of Terraform scripts. AWS Landing Zone architecture in the context of cloud migration AWS Landing Zone can help you set up a secure, multi-account AWS environment based on AWS best practices.

AWS 90

AWS Lambda Applications Generative AI 90

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