AWS Machine Learning - AI

NOVEMBER 30, 2023

We believe generative AI has the potential over time to transform virtually every customer experience we know. Innovative startups like Perplexity AI are going all in on AWS for generative AI. AWS innovates to offer the most advanced infrastructure for ML.

Generative AI 121

Generative AI AWS Artificial Inteligence Software Review 121

AWS Machine Learning - AI

FEBRUARY 8, 2024

At the forefront of this evolution sits Amazon Bedrock , a fully managed service that makes high-performing foundation models (FMs) from Amazon and other leading AI companies available through an API. This method allows you to enhance the model’s performance by providing labeled examples associated with a particular task.

Knowledge Base 115

Knowledge Base Insurance Lambda AWS 115

Kaseya

MAY 13, 2021

The public cloud infrastructure is heavily based on virtualization technologies to provide efficient, scalable computing power and storage. In this blog, we’ll compare the three leading public cloud providers, namely Amazon Web Services (AWS), Microsoft Azure and Google Cloud. Amazon Web Services (AWS) Overview.

Google Cloud 122

Google Cloud Azure AWS Cloud 122

AWS Machine Learning - AI

DECEMBER 22, 2023

This solution is intended to act as a launchpad for developers to create their own personalized conversational agents for various applications, such as virtual workers and customer support systems. Amazon Lex then invokes an AWS Lambda handler for user intent fulfillment. ConversationIndexTable – Tracks the conversation state.

Generative AI 92

Generative AI Lambda AWS Technical Review 92

AWS Machine Learning - AI

MAY 21, 2024

The first use case is to use automation to minimize the repetitive manual tasks that journalists perform as part of the digital publishing process. Our technical solution At 20 Minutes, we’ve been using AWS since 2017, and we aim to build on top of serverless services whenever possible.

Generative AI 103

Generative AI Artificial Inteligence AWS Serverless 103

CIO

FEBRUARY 3, 2023

Major features: Pay-as-you-go pricing simplifies adoption Major use cases: Chatbot management; front-, middle-, and back-office document processing AWS Lambda The Amazon cloud is filled with options for data processing. Lambda functions act like logical glue for connecting services and automating work flowing through their networks.

Tools 363

Tools Open Source Lambda Compliance 363

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

Honeycomb

DECEMBER 12, 2019

When we introduced Secondary Storage two years ago, it was a deliberate compromise between economy and performance. They could query over longer time ranges, but with a substantial performance penalty; queries which used secondary storage took many times longer to run than those which didn’t. Enter AWS Lambda.

Lambda 86

Lambda Storage Serverless Performance 86

AWS Machine Learning - AI

JANUARY 26, 2024

We also discuss common security concerns that can undermine trust in AI, as identified by the Open Worldwide Application Security Project (OWASP) Top 10 for LLM Applications , and show ways you can use AWS to increase your security posture and confidence while innovating with generative AI.

Artificial Inteligence 117

Artificial Inteligence Generative AI Security Applications 117

The Crazy Programmer

SEPTEMBER 25, 2023

Try Render Vercel Earlier known as Zeit, the Vercel app acts as the top layer of AWS Lambda which will make running your applications easy. This is the serverless wrapper made on top of AWS. AWS is a cloud-based server that doesn’t offer hosting with the physical server but uses the virtual server.

Serverless 180

Serverless AWS Google Cloud Azure 180

AWS Machine Learning - AI

MARCH 27, 2024

In software engineering, there is a direct correlation between team performance and building robust, stable applications. It means evaluating all aspects of a team’s performance, with a focus on continuous improvement, and it applies just as much to mainframe as it does to distributed and cloud environments—maybe more.

DevOps 83

DevOps Artificial Inteligence Generative AI Enterprise 83

Openxcell

MAY 12, 2023

Through AWS, Azure, and GCP’s respective cloud platforms, customers have access to a variety of storage, computation, and networking options.Some of the features shared by all three systems include fast provisioning, self-service, autoscaling, identity management, security, and compliance. What is AWS Cloud Platform?:

Google Cloud 52

Google Cloud Azure AWS Cloud 52

Altexsoft

MAY 20, 2020

It encompasses wired or wireless networks and a gateway — a hardware or software module that consolidates data from devices, analyzes it, performs translation between different protocols and forwards information to the cloud. AWS IoT Platform: the best place to build smart cities. AWS IoT infrastructure. Source: AWS.

IoT 141

IoT Azure AWS Transportation 141

Stackery

JUNE 14, 2019

Ben Kehoe recently wrote a post about AWS API Gateway to Lambda integration: How you should?—?and use API Gateway proxy integration with Lambda. But I’m not sure I agree with the notion that API Gateway Lambda Proxy Integration is an anti-pattern. What’s “Wrong” With API Gateway Lambda Proxy Integration?

Lambda 45

Lambda Serverless Software Review Systems Review 45

Existek

JANUARY 11, 2022

We suggest drawing a detailed comparison of Azure vs AWS to answer these questions. Azure vs AWS market share. What is Amazon AWS used for? Azure vs AWS features. Azure vs AWS comparison: other practical aspects. Azure vs AWS comparison: other practical aspects. Azure vs AWS: which is better?

Azure 52

Azure AWS Cloud How To 52

RapidValue

OCTOBER 12, 2020

Microservices Architecture on AWS. Amazon Web Services (AWS) is considered to be one of the best choices for deploying a Microservice-based application primarily because of the variety of IaaS, PaaS, SaaS solutions, and SDK packages offered by the cloud platform. Storage – Secure Storage ( Amazon S3 ) and Amazon ElastiCache.

Microservices 53

Microservices AWS Architecture Applications 53

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). NaaF running in the Cloud providers’ FaaS makes it easy to chain together multiple functions and offer virtually unlimited scaling with no ops.

Serverless 108

Serverless Lambda Microservices KPI 108

Apiumhub

DECEMBER 11, 2023

Their objective is to make sustainability an integral focus for software teams, on par with performance, security, cost, and accessibility. Improved Performance Green tech is often optimized for efficiency, which can lead to improved performance and faster response times. Virtualization and Containerization.

Energy 77

Energy Sustainability UI/UX Data Center 77

Palo Alto Networks

JUNE 25, 2019

Gain Complete Visibility and Eliminate Network Blind Spots in AWS Cloud. AWS’ inaugural security event re:Inforce is finally here. Moreover, this event marks the launch of yet another exciting new feature from AWS: VPC Traffic Mirroring. Figure 1: VM-Series integration with AWS VPC Traffic Mirroring Feature.

AWS 44

AWS Firewall Lambda Network 44

Palo Alto Networks

JUNE 25, 2019

Gain Complete Visibility and Eliminate Network Blind Spots in AWS Cloud. AWS’ inaugural security event re:Inforce is finally here. Moreover, this event marks the launch of yet another exciting new feature from AWS: VPC Traffic Mirroring. Figure 1: VM-Series integration with AWS VPC Traffic Mirroring Feature.

AWS 40

AWS Firewall Lambda Network 40

Stackery

FEBRUARY 11, 2019

A Lambda isn’t an app by itself, heck, it can’t even communicate with the world outside of Amazon Web Services (AWS) by itself, so there must be more to a serverless app than that. Serverless applications have three components: Business logic: function (Lambda) that defines the business logic. Review: What’s a Lambda?

Serverless 53

Serverless Lambda AWS Software Review 53

Stackery

JULY 1, 2020

Lambda Function ? Resource-Level Access Controls are granted in AWS via IAM statements. In the above example, we are adding permission for a Lambda Function to create, read, update, and delete items inside the table. Scope of actions: What types of interactions do I need to perform? AWS Secrets Manager ).

Serverless 72

Serverless AWS Lambda Authentication 72

Stacks on Stacks

FEBRUARY 11, 2019

A Lambda isn’t an app by itself, heck, it can’t even communicate with the world outside of Amazon Web Services (AWS) by itself, so there must be more to a serverless app than that. Taken together, these three components create a single ‘Active Stack’ when running within an AWS region. Review: What’s a Lambda?

Serverless 40

Serverless Lambda AWS Software Review 40

Stackery

MAY 22, 2019

As mentioned above, the first serverless function you run will probably start with some clicks in the AWS console. Surprisingly, Amazon Web Services (AWS) has no built-in concept of an environment. The concept is the same with serverless functions: the AWS Lambda dashboard even has a little area to set environment parameters in the UI.

Serverless 74

Serverless Lambda AWS Resources 74

Hu's Place - HitachiVantara

APRIL 24, 2018

Serverless computing is provided by a cloud service provider like AWS Lambda. or Python), set a few simple configuration parameters, and upload everything (along with required dependencies) to Lambda. Lambda persists the container until the function has done its job, then disappears.

Serverless 56

Serverless Lambda Software Review AWS 56

ParkMyCloud

FEBRUARY 25, 2020

We’ve compiled a list of tips/best practices that will help guide you to track and rightsize cloud spend and align capacity and performance to actual demand so your cloud environment is optimized. For example, on the issue of resource on/off scheduling, AWS, Azure, and Google Cloud each offer a tool. Get Visibility on Your Bill.

Cloud 58

Cloud Lambda AWS Azure 58

Palo Alto Networks

FEBRUARY 26, 2020

Historically, defense-in-depth was mostly performed through network-layer controls. The concept “identity is the new perimeter ” goes as far back as the ancient times of 2012, when AWS first announced their IAM service. As an example of the impact of a strict (or over-permissive) IAM profile, let’s consider the Lambda function.

Cloud 86

Cloud Lambda Google Cloud AWS 86

Stackery

APRIL 15, 2019

Stackery is a tool to deploy complete serverless applications via Amazon Web Services (AWS). To make matters worse, not only was code changed this week, but you’re using serverless tools, and the gal who does most of your configuration and deployment in the AWS console left on vacation yesterday. What do you do? Try it Yourself.

Serverless 58

Serverless Lambda Software Review AWS 58

Mike Roberts

DECEMBER 6, 2017

The light show at the re:Play party Another re:Invent has come and gone, and us mere AWS-using mortals are now rapidly trying to sort the wheat from the chaff of a heady harvest of announcements. It’s funny to think that AWS Lambda was announced at re:Invent only 3 years ago?—?the skip to the end if you want my take on those.

Serverless 52

Serverless Lambda AWS Software Review 52

Netlify

MAY 17, 2021

Headless Commerce Summit is a free half-day, virtual event for web development leaders interested in learning about the Jamstack web architecture, including headless e-commerce platforms, headless content management systems, APIs and modern development workflows. Of course we want better customer experiences and improved performance.

Serverless 93

Serverless Architecture Virtualization Lambda 93

iTexico

APRIL 15, 2020

The second cloud migration is more than just replacing your hardware with virtual hardware. Excerpt from AWS Cloud Cost Optimization Through Nearshore+ Teams. iTexico recommended AWS Lambda, a highly dynamic and scalable serverless computing platform with pay-as-you-go and use service model.

Lambda 52

Lambda Serverless AWS Case Study 52

Prisma Clud

JUNE 20, 2023

Virtual machines (VMs) secure a solid 22% share, while both container as a service (CaaS) and containers contribute equally, each making up 18% of the overall workload ecosystem. They also run on bare metal servers to reap containerization benefits without virtualization layers.

Cloud 105

Cloud Development Team Review Serverless Linux 105

OpenCredo

DECEMBER 11, 2020

That means you can now build processing-heavy applications that run inside the browser with near-native performance and without being hit by performance limitations of the JavaScript engine and cross-browser problems. An official W3C standard was proposed and reached recommendation status soon after – released in December 2019.

Lambda 111

Lambda Machine Learning Artificial Inteligence AWS 111

O'Reilly Media - Ideas

MAY 3, 2022

This will be invaluable for anyone working on AI for virtual reality. A virtual art museum for NFTs is still under construction, but it exists, and you can visit it. QR codes are awful. Are they less awful when they’re animated ? Google has released a dataset of 3D-scanned household items.

Artificial Inteligence 108

Artificial Inteligence Trends Energy Software Review 108

AWS Machine Learning - AI

NOVEMBER 22, 2023

These agents can perform various tasks and answer questions using location-based services like geocoding available through Amazon Location Service. You’ll need access to an AWS account with an access key or AWS Identity and Access Management (IAM) role with permissions to Amazon Bedrock and Amazon Location. aws:/root/.aws

Generative AI 87

Generative AI Artificial Inteligence AWS Meeting 87

CloudGeometry

FEBRUARY 7, 2022

The AWS Well-Architected Framework is one such approach that helps adopt architectural best practices (whether or not you run on AWS) and adapt continuously. We can see this through AWS Control Tower , a standardized provisioning solution that allows to automate how users set up and configure their accounts.

Architecture 130

Architecture Policies Resources Construction 130

Mike Roberts

DECEMBER 6, 2017

The light show at the re:Play party Another re:Invent has come and gone, and us mere AWS-using mortals are now rapidly trying to sort the wheat from the chaff of a heady harvest of announcements. It’s funny to think that AWS Lambda was announced at re:Invent only 3 years ago?—?the skip to the end if you want my take on those.

Serverless 40

Serverless Lambda AWS Software Review 40