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. You can also customize your distributed training.

AWS 90

AWS Artificial Inteligence Generative AI Training 90

AWS Machine Learning - AI

NOVEMBER 13, 2024

The following diagram illustrates the solution architecture: The steps of the solution include: Upload data to Amazon S3 : Store the product images in Amazon Simple Storage Service (Amazon S3). The AWS Command Line Interface (AWS CLI) installed on your machine to upload the dataset to Amazon S3.

AWS 101

AWS Engineering Serverless eCommerce 101

CIO

NOVEMBER 26, 2024

For instance, Capital One successfully transitioned from mainframe systems to a cloud-first strategy by gradually migrating critical applications to Amazon Web Services (AWS). It adopted a microservices architecture to decouple legacy components, allowing for incremental updates without disrupting the entire system.

Weak Development Team 183

Weak Development Team Compliance Culture Budget 183

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.

Generative AI 183

Generative AI Technical Advisors Insurance Weak Development Team 183

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. MaestroQA integrated Amazon Bedrock into their existing architecture using Amazon Elastic Container Service (Amazon ECS).

Generative AI 96

Generative AI CTO Coach AWS Artificial Inteligence 96

AWS Machine Learning - AI

MARCH 14, 2025

The computer use agent demo powered by Amazon Bedrock Agents provides the following benefits: Secure execution environment Execution of computer use tools in a sandbox environment with limited access to the AWS ecosystem and the web. The following diagram illustrates the solution architecture. AWS CDK CLI, follow instructions here.

AWS 117

AWS Generative AI Linux Groups 117

Xebia

OCTOBER 25, 2024

Due to this requirement, I used the API Gateway service from AWS. The documentation clearly states that you should not use the usage plans for authentication. Based on those questions, you might pivot your solution’s architecture. It allows you to place the incoming payload directly into an SQS Queue. And I am not!

Serverless 130

Serverless Technical Review Lambda AWS 130

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

AWS Machine Learning - AI

DECEMBER 10, 2024

Solution overview The following figure illustrates a sample architecture using Amazon Q Business plugins. authentication , for AWS Secrets Manager secret , select Create and add a new secret or Use an existing one. For this example, we create a new AWS Secrets Manager secrets). For example, [link]. Under OAuth 2.0

Applications 82

Applications Enterprise Authentication AWS 82

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.

Generative AI 158

Generative AI Technical Advisors Insurance Weak Development Team 158

AWS Machine Learning - AI

NOVEMBER 6, 2024

Prerequisites Before you dive into the integration process, make sure you have the following prerequisites in place: AWS account – You’ll need an AWS account to access and use Amazon Bedrock. You can interact with Amazon Bedrock using AWS SDKs available in Python, Java, Node.js, and more.

Software Review 100

Software Review Artificial Inteligence Generative AI AWS 100

AWS Machine Learning - AI

MARCH 20, 2025

Users can access these AI capabilities through their organizations single sign-on (SSO), collaborate with team members, and refine AI applications without needing AWS Management Console access. Before we dive deep into the deployment of the AI agent, lets walk through the key steps of the architecture, as shown in the following diagram.

Generative AI 93

Generative AI Systems Review System Lambda 93

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 93

Generative AI Applications Technical Review Software Review 93

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. Director, Cloud Center of Excellence.

Generative AI 91

Generative AI Government Technical Review Innovation 91

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 79

Knowledge Base Lambda Enterprise AWS 79

AWS Machine Learning - AI

FEBRUARY 11, 2025

We use various AWS services to deploy a complete solution that you can use to interact with an API providing real-time weather information. The architecture uses Amazon Cognito for user authentication and Amplify as the hosting environment for our front-end application. In this solution, we use Amazon Bedrock Agents.

Virtualization 76

Virtualization Lambda AWS Authentication 76

Tenable

MARCH 21, 2024

Tenable Research discovered a one-click account takeover vulnerability in the AWS Managed Workflows Apache Airflow service that could have allowed full takeover of a victim’s web management panel of the Airflow instance. By abusing the vulnerability, an attacker could have forced victims to use and authenticate the attacker’s known session.

AWS 130

AWS Azure Authentication Software Review 130

AWS Machine Learning - AI

OCTOBER 31, 2024

Authentication Before we index the content from Gmail, we need to first establish a secure connection between the Gmail connector for Amazon Q Business with your Google service account. To establish a secure connection, we need to authenticate with the data source. The connector supports authentication using a Google service account.

AWS 102

AWS Generative AI Groups Applications 102

AWS Machine Learning - AI

APRIL 16, 2024

At AWS, our top priority is safeguarding the security and confidentiality of our customers’ workloads. With the AWS Nitro System , we delivered a first-of-its-kind innovation on behalf of our customers. The Nitro System is an unparalleled computing backbone for AWS, with security and performance at its core.

Generative AI 127

Generative AI AWS Artificial Inteligence Infrastructure 127

AWS Machine Learning - AI

NOVEMBER 20, 2024

In this post, we explore how you can use Amazon Q Business , the AWS generative AI-powered assistant, to build a centralized knowledge base for your organization, unifying structured and unstructured datasets from different sources to accelerate decision-making and drive productivity. In this post, we use IAM Identity Center as the SAML 2.0-aligned

Data 103

Data AWS Groups Knowledge Base 103

Honeycomb

JULY 9, 2024

Two years ago, we shared our experiences with adopting AWS Graviton3 and our enthusiasm for the future of AWS Graviton and Arm. Once again, we’re privileged to share our experiences as a launch customer of the Amazon EC2 R8g instances powered by AWS Graviton4, the newest generation of AWS Graviton processors.

AWS 128

AWS Engineering Metrics Network 128

AWS Machine Learning - AI

MAY 30, 2024

Because Amazon Bedrock is serverless, you don’t have to manage infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. AWS Prototyping developed an AWS Cloud Development Kit (AWS CDK) stack for deployment following AWS best practices.

AWS 116

AWS Lambda Performance Artificial Inteligence 116

CIO

APRIL 2, 2025

By comparison, the previous record-holder for most expensive downtime was the 2017 AWS outage, which cost customers an estimated $150 million. Akamai also has other measures in place to reduce the risk of problems third-party software causes, including microsegmentation and identity-based authentication and access controls.

Software Review 175

Software Review Security Systems Review Development Team Review 175

Altexsoft

AUGUST 12, 2020

This article describes IoT through its architecture, layer to layer. Before we go any further, it’s worth pointing out that there is no single, agreed-upon IoT architecture. It varies in complexity and number of architectural layers depending on a particular business task. Let’s see how everyday magic works behind the scenes.

IoT 140

IoT Architecture Wireless Transportation 140

Cloudera

JANUARY 7, 2025

A prominent public health organization integrated data from multiple regional health entities within a hybrid multi-cloud environment (AWS, Azure, and on-premise). A leading meal kit provider migrated its data architecture to Cloudera on AWS, utilizing Cloudera’s Open Data Lakehouse capabilities.

Cloud 82

Cloud Data Scalability Compliance 82

AWS Machine Learning - AI

FEBRUARY 6, 2024

By extracting key data from testing reports, the system uses Amazon SageMaker JumpStart and other AWS AI services to generate CTDs in the proper format. This solution relies on the AWS Well-Architected principles and guidelines to enable the control, security, and auditability requirements. AI delivers a major leap forward.

Generative AI 113

Generative AI AWS Lambda Technical Review 113

CIO

NOVEMBER 8, 2023

In many cases, organizations adopt legacy network security solutions and architectures to secure these cloud workloads that often fail to provide complete security coverage. This means cloud workloads are connected only to authorized workloads, not to the corporate network using legacy network security architecture. Operational costs.

Cloud 203

Cloud Spyware AWS Malware 203

AWS Machine Learning - AI

MAY 30, 2024

In this post, we introduce the Media Analysis and Policy Evaluation solution, which uses AWS AI and generative AI services to provide a framework to streamline video extraction and evaluation processes. This solution, powered by AWS AI and generative AI services, meets these needs.

Generative AI 125

Generative AI Policies Video AWS 125

TechCrunch

MARCH 9, 2021

“The Internet Computer will hopefully be helping us build a ‘customized mini-blockchain’ to solve two issues with Capsule: Global authenticated timestamps for posts as well as a root of trust for user’s authentication keys for posts,” he says. gallery ids="2122777,2122775,2122776"].

Media 246

Media Social Blockchain USP 246

AWS Machine Learning - AI

AUGUST 26, 2024

At AWS, we are transforming our seller and customer journeys by using generative artificial intelligence (AI) across the sales lifecycle. It will be able to answer questions, generate content, and facilitate bidirectional interactions, all while continuously using internal AWS and external data to deliver timely, personalized insights.

Generative AI 111

Generative AI AWS Artificial Inteligence Technical Review 111

AWS Machine Learning - AI

MARCH 7, 2024

However, Amazon Bedrock and AWS Step Functions make it straightforward to automate this process at scale. Step Functions allows you to create an automated workflow that seamlessly connects with Amazon Bedrock and other AWS services. The DynamoDB update triggers an AWS Lambda function, which starts a Step Functions workflow.

AWS 127

AWS Lambda Generative AI Report 127

AWS Machine Learning - AI

DECEMBER 18, 2024

Prerequisites Before proceeding, make sure that you have the necessary AWS account permissions and services enabled, along with access to a ServiceNow environment with the required privileges for configuration. AWS Have an AWS account with administrative access. For more information, see Setting up for Amazon Q Business.

Artificial Inteligence 71

Artificial Inteligence Generative AI Authentication AWS 71

AWS Machine Learning - AI

APRIL 30, 2024

This outcome is achieved with a combination of AWS IAM Identity Center and Amazon Q Business. When a user starts the Amazon Q Business web experience, they are authenticated with their IdP using single sign-on, and the tokens obtained from the IdP are used by Amazon Q Business to validate the user with IAM Identity Center.

Generative AI 113

Generative AI AWS Enterprise Authentication 113

CIO

MAY 30, 2024

As enterprises increasingly embrace serverless computing to build event-driven, scalable applications, the need for robust architectural patterns and operational best practices has become paramount. Likewise, a social media platform could have separate functions to handle user authentication, content moderation, and push notifications.

Serverless 174

Serverless Cloud Scalability Architecture 174

High Scalability

AUGUST 27, 2018

Auth0 provides authentication, authorization, and single sign-on services for apps of any type (mobile, web, native) on any stack. Authentication is critical for the vast majority of apps. We doubled-down decided to use a single cloud provider for each of our environments and moved all our public cloud infrastructure to AWS.

Architecture 97

Architecture Cloud Authentication AWS 97

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. The AI-native technology stack illustrated in the architecture diagram has two key components: Cohere language models and a Weaviate vector database.

Generative AI 133

Generative AI AWS Artificial Inteligence Enterprise 133

Altexsoft

MAY 20, 2020

IoT architecture layers. The list of top five fully-fledged solutions in alphabetical order is as follows : Amazon Web Service (AWS) IoT platform , Cisco IoT , Google Cloud IoT , IBM Watson IoT platform , and. AWS IoT Platform: the best place to build smart cities. AWS IoT infrastructure. Source: AWS. AWS IoT Core.

IoT 141

IoT Azure AWS Transportation 141