CIO

JANUARY 7, 2025

All the major cloud providers from North America AWS, Google, Microsoft Azure, Oracle Cloud are on par with each other, with most of their services and capabilities are primed to address the needs of any enterprise. Its a good idea to establish a governance policy supporting the framework.

Cloud 147

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Xebia

JANUARY 23, 2025

Take for example the ability to interact with various cloud services such as Cloud Storage, BigQuery, Cloud SQL, etc. This is why many organizations choose to enforce a policy to ban or restrict the usage Cloud NAT. And then the policy called Restrict allowed Google Cloud APIs and services in particular.

Policies 130

Policies Storage Google Cloud Cloud 130

AWS Machine Learning - AI

MAY 30, 2024

Organizations across media and entertainment, advertising, social media, education, and other sectors require efficient solutions to extract information from videos and apply flexible evaluations based on their policies. This solution, powered by AWS AI and generative AI services, meets these needs.

Generative AI 126

Generative AI Policies Video AWS 126

CIO

APRIL 15, 2025

Today, data sovereignty laws and compliance requirements force organizations to keep certain datasets within national borders, leading to localized cloud storage and computing solutions just as trade hubs adapted to regulatory and logistical barriers centuries ago.

Strategy 164

Strategy Cloud Data Technical Review 164

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.

Generative AI 76

Generative AI AWS Technical Review Backup 76

Xebia

AUGUST 29, 2023

How does High-Performance Computing on AWS differ from regular computing? HPC services on AWS Compute Technically you could design and build your own HPC cluster on AWS, it will work but you will spend time on plumbing and undifferentiated heavy lifting. AWS has two services to support your HPC workload.

AWS 147

AWS Performance Storage Linux 147

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.

Scalability 108

Scalability Lambda Generative AI AWS 108

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.

Generative AI 113

Generative AI Lambda Applications AWS 113

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.

AWS 72

AWS Artificial Inteligence Technical Review Systems Review 72

AWS Machine Learning - AI

MARCH 20, 2025

Cross-Region inference enables seamless management of unplanned traffic bursts by using compute across different AWS Regions. Amazon Bedrock Data Automation optimizes for available AWS Regional capacity by automatically routing across regions within the same geographic area to maximize throughput at no additional cost.

Data 100

Data Generative AI Artificial Inteligence Compliance 100

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.

Generative AI 91

Generative AI AWS Innovation Knowledge Base 91

Perficient

MARCH 27, 2025

What Youll Learn How Pulumi works with AWS Setting up Pulumi with Python Deploying various AWS services with real-world examples Best practices and advanced tips Why Pulumi for AWS? Multi-Cloud and Multi-Language Support Deploy across AWS, Azure, and Google Cloud with Python, TypeScript, Go, or.NET.

AWS 52

AWS Infrastructure Lambda Load Balancer 52

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.

Generative AI 94

Generative AI Government Technical Review Innovation 94

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?

AWS 52

AWS Cloud Weak Development Team DevOps 52

CIO

APRIL 1, 2025

AI services require high resources like CPU/GPU and memory and hence cloud providers like Amazon AWS, Microsoft Azure and Google Cloud provide many AI services including features for genAI. Data processing costs: Track storage, retrieval and preprocessing costs.

Technical Review 88

Technical Review Azure Budget Artificial Inteligence 88

AWS Machine Learning - AI

NOVEMBER 15, 2024

At AWS, we are committed to developing AI responsibly , taking a people-centric approach that prioritizes education, science, and our customers, integrating responsible AI across the end-to-end AI lifecycle. For human-in-the-loop evaluation, which can be done by either AWS managed or customer managed teams, you must bring your own dataset.

Applications 101

Applications Generative AI AWS Artificial Inteligence 101

Xebia

SEPTEMBER 6, 2021

So, you want to build your infrastructure in AWS and use Terraform for your Infrastructure as Code? HashiCorp Terraform & AWS. AWS allows you to segregate your cloud infrastructure over multiple AWS accounts. The accounts can -and should- be managed using AWS Organizations. And you want to do it securely?

AWS 130

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AWS Machine Learning - AI

NOVEMBER 19, 2024

Amazon Bedrock offers a serverless experience so you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using AWS tools without having to manage infrastructure. Deploy the AWS CDK project to provision the required resources in your AWS account.

Knowledge Base 87

Knowledge Base Generative AI Technical Review Lambda 87

Apiumhub

DECEMBER 9, 2024

Azure Key Vault Secrets offers a centralized and secure storage alternative for API keys, passwords, certificates, and other sensitive statistics. Azure Key Vault is a cloud service that provides secure storage and access to confidential information such as passwords, API keys, and connection strings. What is Azure Key Vault Secret?

Azure 91

Azure Analytics Storage Machine Learning 91

Xebia

APRIL 8, 2022

But to get started requires storage, tools and skills. AWS offers solutions to all these problems. In this blog post we want to touch on our top 5 security related topics when it comes to managing a data lake or running a data warehouse on AWS. Top 5 data and security topics on AWS. Top 5 data and security topics on AWS.

AWS 130

AWS Data Cloud Compliance 130

AWS Machine Learning - AI

NOVEMBER 21, 2024

We guide you through deploying the necessary infrastructure using AWS CloudFormation , creating an internal labeling workforce, and setting up your first labeling job. Solution overview This audio/video segmentation solution combines several AWS services to create a robust annotation workflow. We demonstrate how to use Wavesurfer.js

Video 82

Video Lambda AWS Generative AI 82

AWS Machine Learning - AI

APRIL 9, 2025

They are available at no additional charge in AWS Regions where the Amazon Q Business service is offered. These logs can be delivered to multiple destinations, such as CloudWatch, Amazon Simple Storage Service (Amazon S3), or Amazon Data Firehose. Log groups prefixed with /aws/vendedlogs/ will be created automatically.

Weak Development Team 68

Weak Development Team Metrics AWS Systems Review 68

AWS Machine Learning - AI

DECEMBER 4, 2024

SageMaker Unified Studio combines various AWS services, including Amazon Bedrock , Amazon SageMaker , Amazon Redshift , Amazon Glue , Amazon Athena , and Amazon Managed Workflows for Apache Airflow (MWAA) , into a comprehensive data and AI development platform. Navigate to the AWS Secrets Manager console and find the secret -api-keys.

Generative AI 96

Generative AI Applications Technical Review Software Review 96

Tenable

APRIL 9, 2025

Surely, we can all agree that leaving an Amazon Web Services (AWS) Simple Storage Service (S3) storage bucket open to anyone on the internet is a no-no. The reality is that cloud misconfigurations are prevalent.

Cloud 67

Cloud Compliance Policies Storage 67

AWS Machine Learning - AI

FEBRUARY 11, 2025

Enhancing AWS Support Engineering efficiency The AWS Support Engineering team faced the daunting task of manually sifting through numerous tools, internal sources, and AWS public documentation to find solutions for customer inquiries. Then we introduce the solution deployment using three AWS CloudFormation templates.

Knowledge Base 81

Knowledge Base Lambda Enterprise AWS 81

AWS Machine Learning - AI

NOVEMBER 21, 2024

Prerequisites To implement the proposed solution, make sure you have satisfied the following requirements: Have an active AWS account. The method is designed to be cost-effective, flexible, and maintain high ethical standards. Have an S3 bucket to store your data prepared for batch inference.

Generative AI 101

Generative AI Guidelines Systems Review AWS 101

AWS Machine Learning - AI

NOVEMBER 27, 2024

Launching a machine learning (ML) training cluster with Amazon SageMaker training jobs is a seamless process that begins with a straightforward API call, AWS Command Line Interface (AWS CLI) command, or AWS SDK interaction. The training data, securely stored in Amazon Simple Storage Service (Amazon S3), is copied to the cluster.

Training 96

Training Artificial Inteligence AWS Machine Learning 96

CIO

APRIL 25, 2024

He also wanted to structure a set of governing policies in which each team must answer questions about the cloud resources they use, the expense associated with their use, and other management options for their resources. Garcia gives the example of the AWS cURL file, written three times daily.

Tools 187

Tools Cloud AWS Off-The-Shelf 187

AWS Machine Learning - AI

APRIL 18, 2024

Tools like Terraform and AWS CloudFormation are pivotal for such transitions, offering infrastructure as code (IaC) capabilities that define and manage complex cloud environments with precision. AWS Landing Zone addresses this need by offering a standardized approach to deploying AWS resources.

AWS 118

AWS Applications Lambda Knowledge Base 118

RapidValue

NOVEMBER 10, 2020

Cloud optimization helps: To maximize the efficiency of your servers, storage, and databases. Why AWS for Cost Optimization? Amazon Web Services (AWS) is probably the biggest IaaS provider and a formidable cloud computing resource. AWS has an amazing pricing policy that all the users find remarkable.

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AWS Cloud How To Storage 98

AWS Machine Learning - AI

FEBRUARY 25, 2025

This post demonstrates how you can use Amazon Bedrock Agents to create an intelligent solution to streamline the resolution of Terraform and AWS CloudFormation code issues through context-aware troubleshooting. This setup makes sure that AWS infrastructure deployments using IaC align with organizational security and compliance measures.

Lambda 61

Lambda Generative AI AWS Software Review 61

Linux Academy

NOVEMBER 7, 2019

One of the most common questions people ask us is, “Do I need to have an IT background to start using AWS?” Knowing how networking works, and being familiar with the client-server model will help you understand the ins and outs of AWS, but what if you need something even more basic than that? AWS in non-technical terms.

AWS 103

AWS Linux Storage Data Center 103

Cloudera

SEPTEMBER 10, 2021

The public cloud (CDP-PC) editions default to using cloud storage (S3 for AWS, ADLS-gen2 for Azure). Initially, the change from HDFS storage to cloud storage required architectural changes to how access control for files and directories were managed. Customer 1 – Centralized data authorization management.

Storage 83

Storage Cloud Azure Pharmaceuticals 83

Linux Academy

JANUARY 22, 2020

If you’re studying for the AWS Cloud Practitioner exam, there are a few Amazon S3 (Simple Storage Service) facts that you should know and understand. This post will guide you through how to utilize S3 in AWS environments, for the correct use cases. Objects are what AWS calls the files stored in S3.

Cloud 28

Cloud Storage AWS Backup 28

ParkMyCloud

SEPTEMBER 1, 2020

These models allow large enterprises to tier and scale their AWS Accounts, Azure Subscriptions and Google Projects across hundreds and thousands of cloud users and services. IAM lets you grant granular access to specific AWS , Azure and/or Google Cloud resources and helps prevent access to other resources. Tier 1: AWS Organization.

Google Cloud 92

Google Cloud Azure AWS Government 92

Cloudera

OCTOBER 23, 2024

It enables easy integration and interaction with Iceberg table metadata via an API and also decouples metadata management from the underlying storage. Cloudera Shared Data Experience (SDX) enables customers to enforce consistent security and governance policies across all of their environments –even if data moves across clouds.

Data 84

Data Analytics Systems Review Architecture 84

AWS Machine Learning - AI

MARCH 5, 2025

By segment, North America revenue increased 12% Y oY from $316B to $353B, International revenue grew 11% Y oY from$118B to $131B, and AWS revenue increased 13% Y oY from $80B to $91B. The template is compatible with and can be modified for other LLMs, such as LLMs hosted on Amazon Sagemaker Jumpstart and self-hosted on AWS infrastructure.

Generative AI 73

Generative AI Systems Review Software Review Artificial Inteligence 73