AWS Machine Learning - AI

MARCH 13, 2025

We discuss the unique challenges MaestroQA overcame and how they use AWS to build new features, drive customer insights, and improve operational inefficiencies. Cross-Region inference dynamically routes traffic across multiple Regions, providing optimal availability for each request and smoother performance during these high-usage periods.

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Xebia

JANUARY 18, 2024

Deploy Secure Public Web Endpoints Welcome to Building Resilient Public Networking on AWS—our comprehensive blog series on advanced networking strategies tailored for regional evacuation, failover, and robust disaster recovery. We laid the groundwork for understanding the essentials that underpin the forthcoming discussions.

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AWS Machine Learning - AI

MARCH 13, 2025

The following figure illustrates the performance of DeepSeek-R1 compared to other state-of-the-art models on standard benchmark tests, such as MATH-500 , MMLU , and more. SM_NUM_GPUS : This parameter specifies the number of GPUs to use for model inference, allowing the model to be sharded across multiple GPUs for improved performance.

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Dzone - DevOps

MAY 22, 2023

In this article, we will discuss the advantages of using AWS and Terraform and provide an example of this collaboration for better understanding. Here are some key advantages of using AWS with Terraform:

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AWS Load Balancer Performance How To 98

Mobilunity

DECEMBER 26, 2024

For medium to large businesses with outdated systems or on-premises infrastructure, transitioning to AWS can revolutionize their IT operations and enhance their capacity to respond to evolving market needs. AWS migration isnt just about moving data; it requires careful planning and execution. Need to hire skilled engineers?

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Xebia

FEBRUARY 25, 2025

This would cache the content closer to your users, making sure that your users have the best performance. AWS has a service called Cognito that allows you to manage a pool of users. I am using an Application Load Balancer to invoke a Lambda function. The load balancer will now invoke the target group with the request.

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Perficient

FEBRUARY 7, 2023

Amazon Elastic Container Service (ECS): It is a highly scalable, high-performance container management service that supports Docker containers and allows to run applications easily on a managed cluster of Amazon EC2 instances. Before that let’s create a load balancer by performing the following steps.

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Xebia

DECEMBER 21, 2022

A regional failure is an uncommon event in AWS (and other Public Cloud providers), where all Availability Zones (AZs) within a region are affected by any condition that impedes the correct functioning of the provisioned Cloud infrastructure. For demonstration purposes, we are using HTTP instead of HTTPS. Pilot Light strategy diagram.

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Kaseya

MAY 13, 2021

In addition, you can also take advantage of the reliability of multiple cloud data centers as well as responsive and customizable load balancing that evolves with your changing demands. In this blog, we’ll compare the three leading public cloud providers, namely Amazon Web Services (AWS), Microsoft Azure and Google Cloud.

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AWS Machine Learning - AI

JANUARY 24, 2024

We demonstrate how to build an end-to-end RAG application using Cohere’s language models through Amazon Bedrock and a Weaviate vector database on AWS Marketplace. This is done by generating the vector embeddings of the user query with an embedding model to perform a vector search to retrieve the most relevant context from the database.

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Generative AI AWS Artificial Inteligence Enterprise 139

Netlify

APRIL 2, 2021

On March 25, 2021, between 14:39 UTC and 18:46 UTC we had a significant outage that caused around 5% of our global traffic to stop being served from one of several load balancers and disrupted service for a portion of our customers. At 18:46 UTC we restored all traffic remaining on the Google load balancer. What happened.

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Load Balancer Systems Review Google Cloud Network 67

CircleCI

JUNE 27, 2019

AWS account - Amazon Web Services provides on-demand computing platforms. Note: The infrastructure we are going to build will involve a small cost in standing up the AWS services we require. Create an AWS account & credentials. First, we need to sign up for an AWS account. AWS infrastructure using Terraform.

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Netflix Tech

NOVEMBER 9, 2022

to a larger AWS instance size, from m5.4xl (16 vCPUs) to m5.12xl (48 vCPUs). As GS2 relies on AWS EC2 Auto Scaling to target-track CPU utilization, we thought we just had to redeploy the service on the larger instance type and wait for the ASG (Auto Scaling Group) to settle on the CPU target. let’s call it GS2?—?to

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Hardware Performance Software Review Microservices 145

AWS Machine Learning - AI

JUNE 12, 2024

The workflow includes the following steps: The user accesses the chatbot application, which is hosted behind an Application Load Balancer. For more information about trusted token issuers and how token exchanges are performed, see Using applications with a trusted token issuer. A VPC where you will deploy the solution.

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CIO

AUGUST 23, 2023

Other services, such as Cloud Run, Cloud Bigtable, Cloud MemCache, Apigee, Cloud Redis, Cloud Spanner, Extreme PD, Cloud Load Balancer, Cloud Interconnect, BigQuery, Cloud Dataflow, Cloud Dataproc, Pub/Sub, are expected to be made available within six months of the launch of the region.

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Datavail

JANUARY 18, 2024

Optimizing the performance of PeopleSoft enterprise applications is crucial for empowering businesses to unlock the various benefits of Amazon Web Services (AWS) infrastructure effectively. Research indicates that AWS has approximately five times more deployed cloud infrastructure than their next 14 competitors.

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AWS Machine Learning - AI

AUGUST 27, 2024

Currently, users might have to engineer their applications to handle scenarios involving traffic spikes that can use service quotas from multiple regions by implementing complex techniques such as client-side load balancing between AWS regions, where Amazon Bedrock service is supported.

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AWS Machine Learning - AI

MARCH 28, 2024

With the advancements being made with LLMs like the Mixtral-8x7B Instruct , derivative of architectures such as the mixture of experts (MoE) , customers are continuously looking for ways to improve the performance and accuracy of generative AI applications while allowing them to effectively use a wider range of closed and open source models.

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Linux Academy

NOVEMBER 19, 2019

Creating and configuring Secure AWS RDS Instances with a Reader and Backup Solution. In this live AWS environment, you will learn how to create an RDS database, then successfully implement a read replica and backups for that database. Elastic Compute Cloud (EC2) is AWS’s Infrastructure as a Service product.

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Load Balancer AWS Backup Linux 19

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. services for free.

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ParkMyCloud

DECEMBER 17, 2019

AWS Trusted Advisor is a service that helps you understand if you are using your AWS services well. It does this by looking at 72 different best practices across 5 total categories, which include Cost Optimization, Performance, Security, Fault Tolerance, and Service Limits. Load Balancers – idle LBs.

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AWS Machine Learning - AI

APRIL 24, 2024

With AWS generative AI services like Amazon Bedrock , developers can create systems that expertly manage and respond to user requests. An AI assistant is an intelligent system that understands natural language queries and interacts with various tools, data sources, and APIs to perform tasks or retrieve information on behalf of the user.

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AWS Machine Learning - AI

SEPTEMBER 17, 2024

In this post, we demonstrate a solution using Amazon FSx for NetApp ONTAP with Amazon Bedrock to provide a RAG experience for your generative AI applications on AWS by bringing company-specific, unstructured user file data to Amazon Bedrock in a straightforward, fast, and secure way. Install the AWS Command Line Interface (AWS CLI).

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Kentik

AUGUST 3, 2021

The public clouds (representing Google, AWS, IBM, Azure, Alibaba and Oracle) are all readily available. Outlined in light blue is the hybrid cloud which includes the on-premises network, as well as the virtual public cloud (VPC) in the AWS public cloud. Moving to the cloud can also increase performance. Multi-cloud Benefits.

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Weak Development Team Network Cloud Internet 124

Honeycomb

NOVEMBER 25, 2024

Behind the scenes, OneFootball runs on a sophisticated, high-scale infrastructure hosted on AWS and distributed across multiple AWS zones under the same region. This mission led them to Honeycomb, setting the stage for a transformative journey in how they approach reliability and performance at scale.

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Continuous Delivery Metrics Engineering Fractional CTO 59

Existek

MARCH 24, 2025

QA engineers: Test functionality, security, and performance to deliver a high-quality SaaS platform. DevOps engineers: Optimize infrastructure, manage deployment pipelines, monitor security and performance. The team works towards improved performance and the integration of new functionality.

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Development How To Technical Review Quality Assurance 52

AWS Machine Learning - AI

SEPTEMBER 3, 2024

This allows SageMaker Studio users to perform petabyte-scale interactive data preparation, exploration, and machine learning (ML) directly within their familiar Studio notebooks, without the need to manage the underlying compute infrastructure. This same interface is also used for provisioning EMR clusters.

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Serverless AWS Artificial Inteligence Big Data 107

Honeycomb

MAY 23, 2022

As many of you may have read, Amazon has released C7g instances powered by the highly anticipated AWS Graviton3 Processors. As we shared at re:Invent 2021 , we had the chance to take a little sneak peek under the Graviton3 hood to find out what even more performance will mean for Honeycomb and our customers. Reservations[]|.Instances[]'

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Cloudera

DECEMBER 2, 2021

It is part of the Cloudera Data Platform, or CDP , which runs on Azure and AWS, as well as in the private cloud. ensure your SLAs are met – via compute isolation, autoscaling, and performance optimizations. ensure your SLAs are met – via compute isolation, autoscaling, and performance optimizations. Network Security.

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Daniel Bryant

SEPTEMBER 16, 2022

It’s on the hot path of every user request, and because of this, it needs to be performant, secure, and easily configurable. DORA metrics are used by DevOps teams to measure their performance and find out whether they are “low performers” to “elite performers.” What is an API gateway?

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Datavail

DECEMBER 20, 2019

AWS re:Invent 2019 is now firmly in the rearview mirror, and we’re already looking forward to 2020. This year was no different—so it’s time to take a look at what we’ve learned from AWS re:Invent 2019. This year was no different—so it’s time to take a look at what we’ve learned from AWS re:Invent 2019.

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Honeycomb

MARCH 18, 2020

At re:Invent in December, Amazon announced the AWS Graviton2 processor and its forthcoming availability powering Amazon EC2 M6g instances. For our initial test, we chose to trial migrating a subset of the shepherd workload as it’s stateless, performance-critical, and scales out horizontally. Some architectural context.

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Load Balancer AWS Architecture Performance 135

AWS Machine Learning - AI

AUGUST 8, 2024

Webex works with the world’s leading business and productivity apps—including AWS. To optimize its AI/ML infrastructure, Cisco migrated its LLMs to Amazon SageMaker Inference , improving speed, scalability, and price-performance. The following diagram illustrates the WxAI architecture on AWS.

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Perficient

FEBRUARY 13, 2024

R&D Server Once the microservices project is ready, it will be deployed in a cloud environment like AWS/Azure/Google Cloud, etc., Load Balancer Client If any microservice has more demand, then we allow the creation of multiple instances dynamically.

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Microservices Architecture Load Balancer MVC 105

AWS Machine Learning - AI

FEBRUARY 14, 2024

Amazon Bedrock offers a choice of high-performing foundation models from leading AI companies, including AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon, via a single API. First, the user logs in to the chatbot application, which is hosted behind an Application Load Balancer and authenticated using Amazon Cognito.

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CircleCI

SEPTEMBER 28, 2020

Terraform is similar to configuration tools provided by cloud platforms such as AWS CloudFormation or Azure Resource Manager , but it has the advantage of being provider-agnostic. If you’re not familiar with Terraform, we recommend that you first go through their getting started with AWS guide to learn the most important concepts.

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Perficient

JULY 31, 2024

AWS Elastic Beanstalk offers a powerful and user-friendly platform to streamline this process, allowing you to focus on writing code rather than managing infrastructure. In this blog, we’ll explore AWS Elastic Beanstalk, its key features, and how to deploy a web application using this robust service.

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