Cloudera

DECEMBER 2, 2024

As organizations adopt a cloud-first infrastructure strategy, they must weigh a number of factors to determine whether or not a workload belongs in the cloud. By optimizing energy consumption, companies can significantly reduce the cost of their infrastructure. Cost has been a key consideration in public cloud adoption from the start.

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Sustainability AWS Analytics Infrastructure 89

Erik Bernhardsson

APRIL 18, 2021

Software infrastructure (by which I include everything ending with *aaS, or anything remotely similar to it) is an exciting field, in particular because (despite what the neo-luddites may say) it keeps getting better every year! Anyway, I feel like this applies to like 90% of software infrastructure products. Ephemeral resources.

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Prisma Clud

NOVEMBER 22, 2024

Organizations are increasingly turning to cloud providers, like Amazon Web Services (AWS), to address these challenges and power their digital transformation initiatives. However, the vastness of AWS environments and the ease of spinning up new resources and services can lead to cloud sprawl and ongoing security risks.

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AWS Machine Learning - AI

DECEMBER 24, 2024

To simplify infrastructure setup and accelerate distributed training, AWS introduced Amazon SageMaker HyperPod in late 2023. In this blog post, we showcase how you can perform efficient supervised fine tuning for a Meta Llama 3 model using PEFT on AWS Trainium with SageMaker HyperPod.

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AWS Machine Learning - AI

OCTOBER 17, 2024

During re:Invent 2023, we launched AWS HealthScribe , a HIPAA eligible service that empowers healthcare software vendors to build their clinical applications to use speech recognition and generative AI to automatically create preliminary clinician documentation. AWS HealthScribe will then output two files which are also stored on Amazon S3.

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AWS Machine Learning - AI

NOVEMBER 22, 2024

This post discusses how to use AWS Step Functions to efficiently coordinate multi-step generative AI workflows, such as parallelizing API calls to Amazon Bedrock to quickly gather answers to lists of submitted questions.

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Generative AI AWS Technical Review Backup 91

AWS Machine Learning - AI

DECEMBER 11, 2024

Earlier this year, we published the first in a series of posts about how AWS is transforming our seller and customer journeys using generative AI. Field Advisor serves four primary use cases: AWS-specific knowledge search With Amazon Q Business, weve made internal data sources as well as public AWS content available in Field Advisors index.

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AWS Machine Learning - AI

NOVEMBER 15, 2024

With the QnABot on AWS (QnABot), integrated with Microsoft Azure Entra ID access controls, Principal launched an intelligent self-service solution rooted in generative AI. Principal also used the AWS open source repository Lex Web UI to build a frontend chat interface with Principal branding.

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Generative AI AWS Groups Artificial Inteligence 113

AWS Machine Learning - AI

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. You can use AWS services such as Application Load Balancer to implement this approach. It’s serverless so you don’t have to manage the infrastructure. API Gateway also provides a WebSocket API.

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Generative AI AWS Artificial Inteligence Enterprise 112

AWS Machine Learning - AI

NOVEMBER 26, 2024

AWS Trainium and AWS Inferentia based instances, combined with Amazon Elastic Kubernetes Service (Amazon EKS), provide a performant and low cost framework to run LLMs efficiently in a containerized environment. Adjust the following configuration to suit your needs, such as the Amazon EKS version, cluster name, and AWS Region.

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AWS Load Balancer Software Review Artificial Inteligence 101

TechCrunch

FEBRUARY 6, 2023

Deploying cloud infrastructure also involves analyzing tools and software solutions, like application monitoring and activity logging, leading many developers to suffer from analysis paralysis. These companies are worried about the future of their cloud infrastructure in terms of security, scalability and maintainability.

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Infrastructure Cloud Minimum Viable Product Weak Development Team 246

Ooda Loop

FEBRUARY 5, 2025

A new malicious practice is being called infrastructure laundering, where attackers exploit mainstream hosting providers such as Amazon Web Services (AWS) and Microsoft Azure. Researchers have linked the China-based Funnull content delivery network (CDN) to this practice.

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AWS Infrastructure Cloud Azure 59

TechCrunch

APRIL 28, 2021

Its developer platform aims to remove the complexity and costs of building infrastructure while improving applications through “necessary” developer tools. Every time you open DoorDash, you’re using Amazon’s infrastructure,” Lau said. Every time you interact with an NFT, you’re using Alchemy. While in Web 2.0, While in Web 2.0,

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Blockchain AWS Comparison Industry 275

TechCrunch

OCTOBER 20, 2022

Sensat , a platform that helps physical infrastructure companies map and visualize all their data, has raised $20.5 Ultimately, it’s all about helping companies better plan and manage major infrastructure projects, assess risk, predict outcomes and optimize efficiency before building work even begins. Infrastructure as a service.

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Infrastructure Company Telecommunications Energy 247

CIO

DECEMBER 10, 2024

AWS Amazon Web Services (AWS) is the most widely used cloud platform today. Central to cloud strategies across nearly every industry, AWS skills are in high demand as organizations look to make the most of the platforms wide range of offerings. Job listings: 60,637,475 Year-over-year increase: -8% Total resumes: 60,000 6.

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UI/UX Enterprise Artificial Inteligence Database Administration 203

Perficient

MARCH 11, 2025

In the ever-evolving landscape of cloud computing, Infrastructure as Code (IaC) has emerged as a cornerstone practice for managing and provisioning infrastructure. IaC enables developers to define infrastructure configurations using code, ensuring consistency, automation, and scalability. Why Use AWS CloudFormation?

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AWS Machine Learning - AI

DECEMBER 23, 2024

Lettria , an AWS Partner, demonstrated that integrating graph-based structures into RAG workflows improves answer precision by up to 35% compared to vector-only retrieval methods. In this post, we explore why GraphRAG is more comprehensive and explainable than vector RAG alone, and how you can use this approach using AWS services and Lettria.

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Generative AI Artificial Inteligence AWS Knowledge Base 129

Tenable

NOVEMBER 18, 2024

AWS has released an important new feature that allows you to apply permission boundaries around resources at scale called Resource Control Policies (RCPs). AWS just launched Resource Control Policies (RCPs), a new feature in AWS Organizations that lets you restrict the permissions granted to resources. What are RCPs?

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Policies AWS Resources Software Review 72

AWS Machine Learning - AI

OCTOBER 31, 2024

AWS offers powerful generative AI services , including Amazon Bedrock , which allows organizations to create tailored use cases such as AI chat-based assistants that give answers based on knowledge contained in the customers’ documents, and much more. The following figure illustrates the high-level design of the solution.

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Generative AI Lambda Applications AWS 122

CIO

OCTOBER 27, 2023

AWS posted a stable 12% revenue growth in the third quarter of 2023 buoyed by demand for generative AI-led services, despite customers trying to optimize their cloud spending. For the last few sequential quarters, revenue growth for AWS has been on a constant decline. AWS posted revenue of $23.06

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AWS Machine Learning - AI

NOVEMBER 7, 2024

Developer tools The solution also uses the following developer tools: AWS Powertools for Lambda – This is a suite of utilities for Lambda functions that generates OpenAPI schemas from your Lambda function code. It provides constructs to help developers build generative AI applications using pattern-based definitions for your infrastructure.

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Lambda Enterprise Automotive Knowledge Base 128

AWS Machine Learning - AI

JANUARY 13, 2025

Amazon Q Business as a web experience makes AWS best practices readily accessible, providing cloud-centered recommendations quickly and making it straightforward to access AWS service functions, limits, and implementations. This post covers how to integrate Amazon Q Business into your enterprise setup.

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Generative AI AWS Innovation Knowledge Base 103

AWS Machine Learning - AI

OCTOBER 29, 2024

This solution uses decorators in your application code to capture and log metadata such as input prompts, output results, run time, and custom metadata, offering enhanced security, ease of use, flexibility, and integration with native AWS services. Additionally, you can choose what gets logged.

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Generative AI Applications AWS Knowledge Base 111

AWS Machine Learning - AI

OCTOBER 29, 2024

Refer to Supported Regions and models for batch inference for current supporting AWS Regions and models. To address this consideration and enhance your use of batch inference, we’ve developed a scalable solution using AWS Lambda and Amazon DynamoDB. Amazon S3 invokes the {stack_name}-create-batch-queue-{AWS-Region} Lambda function.

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Scalability Lambda Generative AI AWS 124

TechCrunch

OCTOBER 28, 2021

Put simply, Alchemy wants to do for blockchain and Web3 what AWS (Amazon Web Services) did for the internet. ?? Its developer tool aims to remove the complexity and costs of building infrastructure while improving applications through “necessary” developer tools. ” Google chairman and Stanford University President John L.

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Blockchain AWS Internet Comparison 252

AWS Machine Learning - AI

MARCH 3, 2025

Hybrid architecture with AWS Local Zones To minimize the impact of network latency on TTFT for users regardless of their locations, a hybrid architecture can be implemented by extending AWS services from commercial Regions to edge locations closer to end users. Next, create a subnet inside each Local Zone. Amazon Linux 2).

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AWS Artificial Inteligence Technical Review Systems Review 72

AWS Machine Learning - AI

DECEMBER 3, 2024

Complexity in data interpretation – Team members may struggle to interpret monitoring and observability data due to complex applications with numerous services and cloud infrastructure entities, and unclear symptom-problem relationships. To get started on training, enroll for free Amazon Q training from AWS Training and Certification.

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Technical Review AWS eCommerce Systems Review 105

CIO

NOVEMBER 1, 2024

As part of MMTech’s unifying strategy, Beswick chose to retire the data centers and form an “enterprisewide architecture organization” with a set of standards and base layers to develop applications and workloads that would run on the cloud, with AWS as the firm’s primary cloud provider.

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Generative AI Technical Advisors Insurance Weak Development Team 183

CIO

FEBRUARY 2, 2024

Amazon Web Services (AWS), the cloud computing arm of Amazon, posted a 13% growth in revenue in the fourth quarter of 2023 buoyed by demand for generative AI -related services, despite continued cost optimization activity by enterprises. “Similar to what we shared last quarter, we continue to see the diminishing impact of cost optimizations.

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TechCrunch

FEBRUARY 1, 2023

Gem Security wants to secure your cloud infrastructure, raises $11M by Frederic Lardinois originally published on TechCrunch All this — to minimize the impact of cloud attacks,” explained Nadav Zafrir, managing partner at Team8 Group and the former head of Unit 8200.

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AWS Machine Learning - AI

NOVEMBER 6, 2024

The challenge: Enabling self-service cloud governance at scale Hearst undertook a comprehensive governance transformation for their Amazon Web Services (AWS) infrastructure. The CCoE implemented AWS Organizations across a substantial number of business units. About the Authors Steven Craig is a Sr.

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Generative AI Government Technical Review Innovation 109

Erik Bernhardsson

NOVEMBER 30, 2021

Here's a theory I have about cloud vendors (AWS, Azure, GCP): Cloud vendors 1 will increasingly focus on the lowest layers in the stack: basically leasing capacity in their data centers through an API. Redshift is a data warehouse (aka OLAP database) offered by AWS. If you're an ambitious person, do you go work at AWS?

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Cloud AWS Weak Development Team Serverless 351

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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AWS Cloud Weak Development Team DevOps 52

CIO

FEBRUARY 11, 2025

With serverless components, there is no need to manage infrastructure, and the inbuilt tracing, logging, monitoring and debugging make it easy to run these workloads in production and maintain service levels. Legacy infrastructure. Our cloud strategy was to use a single cloud provider for our enterprise cloud platform AWS.

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Serverless Architecture Microservices Scalability 155

CIO

DECEMBER 26, 2024

Enterprise infrastructures have expanded far beyond the traditional ones focused on company-owned and -operated data centers. Related: How to become an independent IT consultant ] This can be developed through certifications like those that CompTIA or AWS [Amazon Web Services] provide, he says.

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Fractional CTO Technical Review Technical Advisors How To 187

CIO

MARCH 5, 2024

Amazon Web Services (AWS) is the latest high-tech giant to announce a major stake in Saudi Arabia’s burgeoning technology industry, unveiling a plan this week to invest more than $5.3 Chinese competitor Huawei also has invested $400 million in cloud infrastructure for its services in Saudi Arabia.

Data Center 166

Data Center Technical Review AWS Data 166

CIO

MARCH 20, 2025

Built on top of EXLerate.AI, EXLs AI orchestration platform, and Amazon Web Services (AWS), Code Harbor eliminates redundant code and optimizes performance, reducing manual assessment, conversion and testing effort by 60% to 80%. AI lends itself to immense processing power, but we always couple it with expert human judgment, De Majumdar said.

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Artificial Inteligence Enterprise Insurance Artificial Intelligence 139