AWS Machine Learning - AI

SEPTEMBER 17, 2024

Event-driven compute with AWS Lambda is a good fit for compute-intensive, on-demand tasks such as document embedding and flexible large language model (LLM) orchestration, and Amazon API Gateway provides an API interface that allows for pluggable frontends and event-driven invocation of the LLMs.

Generative AI 92

Generative AI AWS Applications Serverless 92

O'Reilly Media - Ideas

DECEMBER 21, 2018

AWS System Administration — Federico Lucifredi and Mike Ryan show developers and system administrators how to configure and manage AWS services, including EC2, CloudFormation, Elastic Load Balancing, S3, and Route 53.

AWS 69

AWS Resources Lambda Serverless 69

Honeycomb

MAY 23, 2022

The work done by software we ourselves develop was both the easiest to move – because we control the build, and so could re-compile for the Arm architecture – and the highest-impact, as it makes up the bulk of our compute spend. Instances[]' | jq -cs '.[] | {arch: Architecture, type: InstanceType, tags: (.Tags//[])|from_entries|{name:

AWS 88

AWS Lambda Architecture Testing 88

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

Linux Academy

AUGUST 13, 2019

List the different cloud architecture design principles . Basic AWS Cloud architectural principles. Load Balancers, Auto Scaling. Lambda – what is lambda / serverless. Lambda – what is lambda / serverless. Domains covered. Domain 1: Cloud Concepts . Domain 2: Security . CloudTrail.

AWS 16

AWS Cloud Study Lambda 16

Altexsoft

AUGUST 31, 2021

It’s also an architectural pattern, which was initially created to support microservices. A tool called load balancer (which in old days was a separate hardware device) would then route all the traffic it got between different instances of an application and return the response to the client. Load balancing.

Microservices 64

Microservices Serverless How To Load Balancer 64

Perficient

DECEMBER 13, 2023

Automated ETL trigger AWS EventBridge triggers the AWS Lambda based on events, which in turn initiates a job. Elastic Load Balancing (ELB) ensures dynamic scaling to manage varying levels of traffic, enhancing app availability. AWS Lambda provides serverless computing & scales based on the number of requests.

Healthcare 52

Healthcare AWS Data Lambda 52

Prisma Clud

JUNE 6, 2024

Evaluating Public Access Across Cloud Providers Many architectural design questions arise when it comes to the use of serverless functions in cloud environments. AWS Cheat Sheet: Is my Lambda exposed? Security Considerations for AWS Lambda Functions AWS’ main serverless offering is Lambda functions. Already an expert?

Serverless 59

Serverless Cloud Data Azure 59

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.

Case Study 52

Case Study Study Infrastructure Lambda 52

CircleCI

OCTOBER 20, 2020

But scaling is usually more about the application’s internals than about the high-level architecture and tooling. For instance, you can scale a monolith by deploying multiple instances with a load balancer that supports affinity flags. This is the point at which you probably need an orchestrator like Kubernetes.

Microservices 69

Microservices Technical Review Load Balancer Azure 69

Openxcell

MAY 12, 2023

Evaluate stability – A regular release schedule, continuous performance, dispersed platforms, and load balancing are key components of a successful and stable platform deployment. You want to remain on-premises while continuing to benefit from Azure development, you can choose Azure’s hybrid-cloud architecture.

Google Cloud 52

Google Cloud Azure AWS Cloud 52

Honeycomb

SEPTEMBER 29, 2020

With Honeycomb, the engineering team at IMO was able to find hidden architectural issues that were previously obscured in their logs. The primary hosting pattern to migrate was a.NET application running on a Windows instance behind a load balancer. Over 4,500 hospitals and 500,000 physicians use IMO products on a daily basis.

AWS 52

AWS Software Review CTO Coach Fractional CTO 52

Modus Create

AUGUST 17, 2022

Use the Trusted Advisor Idle Load Balancers Check to get a report of load balancers that have a request count of less than 100 over the past seven days. Then, you can delete these load balancers to reduce costs. Additionally, you can also review data transfer costs using Cost Explorer.

AWS 40

AWS Serverless Load Balancer Lambda 40

Gorilla Logic

SEPTEMBER 5, 2019

Serverless computing, or more simply “Serverless,” is not easy to define, but for the sake of this article, we can loosely define it as a software architecture trend that reduces the notion of infrastructure. The chosen platform manages the resources, allowing developers to just focus on their code.

Serverless 12

Serverless Cloud Software Review Azure 12

Hypergrid

JANUARY 21, 2019

Trusted Advisor (charged as a percentage of total AWS spend) makes recommendations to reduce cost, including identifying target EC2 instances to convert to RIs, underutilized EC2 resources such as instances, load balancers, EBS volumes and Elastic IP addresses. Lambda – Cost Optimization. Recommend alternate clouds.

AWS 40

AWS Tools Lambda Disaster Recovery 40

Hypergrid

JANUARY 21, 2019

Trusted Advisor (charged as a percentage of total AWS spend) makes recommendations to reduce cost, including identifying target EC2 instances to convert to RIs, underutilized EC2 resources such as instances, load balancers, EBS volumes and Elastic IP addresses. Lambda – Cost Optimization. Recommend alternate clouds.

AWS 40

AWS Tools Lambda Disaster Recovery 40

Xicom

JUNE 18, 2020

In simple words, if you are already managing the workload on the cloud and still need to expand its efficiency then you need to use additional services to manage the load. This is where you need to expand your cloud architecture by adding more units of small capacity to spill the workload on multiple machines. Let’s get started….

SOA 52

SOA How To AWS Technical Advisors 52

Mobilunity

DECEMBER 19, 2024

For businesses scaling rapidly or managing complex cloud architectures, these inefficiencies can quickly escalate. Their expertise in optimizing EC2, S3, and Lambda confirms businesses particular expenses for the resources they indeed need, lowering costs while maximizing performance.

Budget 52

Budget AWS Strategy Cloud 52

Stacks on Stacks

JANUARY 8, 2019

With serverless, you can lean on off-the-shelf cloud services resources for your application architecture, focus on business logic and application needs, while (mostly) ignoring infrastructure capacity and management. and patching, and scaling, and load-balancing, and orchestrating, and deploying, and… the list goes on!

Serverless 40

Serverless Off-The-Shelf Lambda Load Balancer 40

Bernd Rucker

AUGUST 18, 2017

Basically you say “Get me an AWS EC instance with this base image” and “get me a lambda function” and “get me this API gateway with some special configuration”. Kubernetes does all the dirty details about machines, resilience, auto-scaling, load-balancing and so on. The client now does client side load balancing.

Serverless 40

Serverless Cloud Azure AWS 40

Xebia

DECEMBER 21, 2022

This post explores a proof-of-concept (PoC) written in Terraform , where one region is provisioned with a basic auto-scaled and load-balanced HTTP * basic service, and another recovery region is configured to serve as a plan B by using different strategies recommended by AWS. Pilot Light strategy diagram.

Disaster Recovery 130

Disaster Recovery AWS Strategy Backup 130

AWS Machine Learning - AI

FEBRUARY 3, 2025

The architecture of the solution is shown in the following diagram, showcasing the flow of data through the application. Behind the load balancer is a containerized Streamlit application running on Amazon Elastic Container Service (Amazon ECS). Solution overview The full code for this application is available on the GitHub repo.

Knowledge Base 98

Knowledge Base Artificial Inteligence Video UI/UX 98