AWS Machine Learning - AI

NOVEMBER 7, 2024

Architecting a multi-tenant generative AI environment on AWS A multi-tenant, generative AI solution for your enterprise needs to address the unique requirements of generative AI workloads and responsible AI governance while maintaining adherence to corporate policies, tenant and data isolation, access management, and cost control.

Generative AI 99

Generative AI AWS Enterprise Artificial Inteligence 99

AWS Machine Learning - AI

NOVEMBER 6, 2024

Inconsistent governance – Without a standardized, self-service mechanism to access the CCoE teams’ expertise and disseminate guidance on new policies, compliance practices, or governance controls, it was difficult to maintain consistency based on the CCoE best practices across each business unit.

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Generative AI Government Technical Review Innovation 92

AWS Machine Learning - AI

APRIL 9, 2025

These logs can be delivered to multiple destinations, such as CloudWatch, Amazon Simple Storage Service (Amazon S3), or Amazon Data Firehose. For example AWS Identity and Access Management (IAM) policies with the required permissions for your specific logging destination, see Enable logging from AWS services.

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Weak Development Team Metrics AWS Systems Review 67

Tenable

JULY 24, 2024

Organizations that have used Google Cloud Platform’s Cloud Functions – a serverless execution environment – could be impacted by a privilege escalation vulnerability discovered by Tenable and dubbed as “ConfusedFunction.” Cloud Functions in GCP are event-triggered, serverless functions. What are Cloud Functions?

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Cloud Google Cloud Software Review Serverless 142

AWS Machine Learning - AI

OCTOBER 1, 2024

We explore how to build a fully serverless, voice-based contextual chatbot tailored for individuals who need it. The aim of this post is to provide a comprehensive understanding of how to build a voice-based, contextual chatbot that uses the latest advancements in AI and serverless computing. We discuss this later in the post.

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Serverless Artificial Inteligence AWS Software Review 74

AWS Machine Learning - AI

APRIL 23, 2024

Here are some features which we will cover: AWS CloudFormation support Private network policies for Amazon OpenSearch Serverless Multiple S3 buckets as data sources Service Quotas support Hybrid search, metadata filters, custom prompts for the RetreiveAndGenerate API, and maximum number of retrievals.

Knowledge Base 116

Knowledge Base Scalability Applications Generative AI 116

Stackery

FEBRUARY 28, 2019

Security is Less of a Problem with Serverless but Still Critical. It might seem like a serverless function just isn’t vulnerable to code injection. With interdependence between serverless resources, user input can come from unexpected angles. At first I wanted to describe how injection attacks can happen. This is good!

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Serverless Lambda Policies AWS 58

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.

Knowledge Base 85

Knowledge Base Generative AI Technical Review Lambda 85

Xebia

AUGUST 29, 2023

Key features of AWS Batch Efficient Resource Management: AWS Batch automatically provisions the required resources, such as compute instances and storage, based on job requirements. This enables you to build end-to-end workflows that leverage the full range of AWS capabilities for data processing, storage, and analytics.

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AWS Performance Storage Linux 147

AWS Machine Learning - AI

OCTOBER 31, 2024

Consider integrating Amazon Bedrock Guardrails to implement safeguards customized to your application requirements and responsible AI policies. Performance optimization The serverless architecture used in this post provides a scalable solution out of the box. For more details about pricing, refer to Amazon Bedrock pricing.

Generative AI 111

Generative AI Lambda Applications AWS 111

AWS Machine Learning - AI

OCTOBER 15, 2024

In the following sections, we walk you through constructing a scalable, serverless, end-to-end Public Speaking Mentor AI Assistant with Amazon Bedrock, Amazon Transcribe , and AWS Step Functions using provided sample code. Uploading audio files alone can optimize storage costs.

Generative AI 113

Generative AI Virtualization Technical Advisors AWS 113

Perficient

MARCH 27, 2025

Storage: S3 for static content and RDS for a managed database. Implement Role-Based Access Control (RBAC): Use IAM roles and policies to restrict access. Amazon S3 : Object storage for data, logs, and backups. AWS Lambda : Serverless computing service for event-driven applications. MySQL, PostgreSQL).

AWS 52

AWS Infrastructure Lambda Load Balancer 52

Xebia

MAY 14, 2024

However, ACI may not be the best fit for applications that require auto-scaling, persistent storage, or more complex orchestration, especially for web applications that could benefit from custom domain names, SSL certificates, and continuous deployment pipelines. This is where Azure Web Apps for Containers comes into play.

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Azure Microservices Serverless Software Review 130

AWS Machine Learning - AI

NOVEMBER 22, 2024

Since Amazon Bedrock is serverless, you don’t have to manage any infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. sync) pattern, which automatically waits for the completion of asynchronous jobs.

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Generative AI AWS Technical Review Backup 74

Tamnoon

MARCH 17, 2025

Serverless architecture accelerates development and reduces infrastructure management, but it also introduces security blind spots that traditional tools often fail to detect. Additionally, AWS serverless security pitfalls that compliance checklists often overlook. While thats harmful, the more severe risk is lateral movement.

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AWS Machine Learning - AI

MAY 31, 2024

With the Amazon Bedrock serverless experience, you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using the Amazon Web Services (AWS) tools without having to manage infrastructure. Each embedding aims to capture the semantic or contextual meaning of the data.

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Knowledge Base Artificial Inteligence AWS Serverless 119

AWS Machine Learning - AI

MARCH 5, 2025

Policy/Procedure Numbers - Include specific policy or procedure reference numbers - Example: "Under Policy [Number], what are the requirements for [specific action]?" We did not implement the Casual Friday policy after all at AnyCompany the source data for this ground truth must be out of date.

Generative AI 73

Generative AI Systems Review Software Review Artificial Inteligence 73

CloudGeometry

FEBRUARY 7, 2022

Additional Isolation Options – Supplementary isolation approaches focused on compute and data Storage considerations. Isolation involves the creation of mechanisms and policies that apply and enforce tenant context. This allows shared services such as logging, object storage, user onboarding, etc.,

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AWS Machine Learning - AI

FEBRUARY 9, 2024

Because Amazon Bedrock is serverless, you don’t have to manage any infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. For more information, refer to Building a Multi-Tenant SaaS Solution Using AWS Serverless Services.

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Lambda Generative AI AWS Microservices 136

AWS Machine Learning - AI

JULY 3, 2024

We recently announced the general availability of Guardrails for Amazon Bedrock , which allows you to implement safeguards in your generative artificial intelligence (AI) applications that are customized to your use cases and responsible AI policies. We store the dataset in an Amazon Simple Storage Service (Amazon S3) bucket.

Knowledge Base 116

Knowledge Base Artificial Inteligence Generative AI AWS 116

Palo Alto Networks

OCTOBER 13, 2020

Cloud Security Posture Management (CSPM) leverages data from public cloud service providers to deliver continuous visibility, security policy compliance and threat detection across cloud resources, users, data and applications. Today, our release of Prisma Cloud 2.0 Cloud Security Posture Management . Cloud Network Security .

Cloud 98

Cloud Serverless Malware Policies 98

Xebia

DECEMBER 13, 2024

Key Features : Serverless Execution : Automatically scales up during high traffic and scales down to zero during idle periods, reducing costs. Cloud Storage: Securely Storing Documents Cloud Storage provides a scalable and secure solution for storing documents and data used in a RAG system.

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Google Cloud Artificial Inteligence Cloud Scalability 130

Altexsoft

JANUARY 14, 2021

From simple mechanisms for holding data like punch cards and paper tapes to real-time data processing systems like Hadoop, data storage systems have come a long way to become what they are now. Being relatively new, cloud warehouses more commonly consist of three layers such as compute, storage, and client (service). Is it still so?

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Backup Azure Software Review Architecture 115

AWS Machine Learning - AI

JULY 1, 2024

In this post, we demonstrate how you can build chatbots with QnAIntent that connects to a knowledge base in Amazon Bedrock (powered by Amazon OpenSearch Serverless as a vector database ) and build rich, self-service, conversational experiences for your customers. Create an Amazon Lex bot. Select the embedding model to vectorize the documents.

Knowledge Base 111

Knowledge Base Artificial Inteligence Generative AI AWS 111

Prisma Clud

NOVEMBER 10, 2022

Last month, Palo Alto Networks announced new critical Prisma Cloud capabilities including some new use cases for Azure customers, providing: Data Security for Azure extends Palo Alto Networks Enterprise DLP and WildFire solutions to Azure Blob Storage for visibility, data classification and malware detection. Data inventory for Azure and AWS.

Azure 96

Azure Security Cloud Malware 96

Palo Alto Networks

DECEMBER 21, 2021

This results in higher levels of overall security and a reduction in complexity through the consolidation of capabilities, the unification of security policy and more consistent enforcement. Applying “Least Access” Policies for Users. Enabling a Secure Migration to the Cloud. Mapping Your Journey to a Zero Trust Enterprise.

Enterprise 98

Enterprise IoT Policies Technical Review 98

Stacks on Stacks

FEBRUARY 28, 2019

Security is Less of a Problem with Serverless but Still Critical While trying to verify the claims made on a somewhat facile rundown of serverless security threats, I ran across Jeremy Daly’s excellent writeup of a single vulnerability type in serverless, itself inspired by a fantastic talk from Ory Segal on vulnerabilities in serverless apps.

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AWS Machine Learning - AI

OCTOBER 4, 2024

We use the Titan Multimodal Embeddings model to embed each product image and store them in Amazon OpenSearch Serverless for future retrieval. Text-to-image generation – If the desired style is not available in the database, this tool generates unique, customized images based on the user’s query, enabling the creation of personalized styles.

Fashion 95

Fashion Generative AI Applications AWS 95

Mobilunity

DECEMBER 26, 2024

critical, frequently accessed, archived) to optimize cloud storage costs and performance. Ensure sensitive data is encrypted and unnecessary or outdated data is removed to reduce storage costs. Configure load balancers, establish auto-scaling policies, and perform tests to verify functionality. How to prevent it?

AWS 52

AWS Cloud Weak Development Team DevOps 52

CIO

DECEMBER 22, 2023

Whether that means implementing cloud-based policies, deploying patches and updates, or analyzing network performance, these IT pros are skilled at navigating virtualized environments. Cloud systems administrator Cloud systems administrators are charged with overseeing the general maintenance and management of cloud infrastructure.

Cloud 195

Cloud Company Disaster Recovery Software Engineering 195

CIO

JANUARY 10, 2024

No IT organization wants to get caught short on processing or storage resources that could negatively affect operations, or have to suddenly add resources that exceed the budget. Refactor your applications to take advantage of web services or serverless capabilities, and re-architect your infrastructure to optimize resource usage,” he says.

Cloud 187

Cloud Technical Review CTO Coach Fractional CTO 187

AWS Machine Learning - AI

MAY 21, 2024

Storm serves as the front end for Nova, our serverless content management system (CMS). Our technical solution At 20 Minutes, we’ve been using AWS since 2017, and we aim to build on top of serverless services whenever possible. One of our key goals is to provide our journalists with a best-in-class digital publishing experience.

Generative AI 119

Generative AI Artificial Inteligence AWS Advertising 119

CIO

JANUARY 26, 2023

That way the group that added too many fancy features that need too much storage and server time will have to account for their profligacy. A policy control layer offers granular restrictions to ensure teams have access to what they need but are locked out of what they don’t. Tracking cloud costs is just one part of the workload.

Tools 174

Tools Cloud Artificial Inteligence Artificial Intelligence 174

AWS Machine Learning - AI

FEBRUARY 19, 2024

In this post, we illustrate contextually enhancing a chatbot by using Knowledge Bases for Amazon Bedrock , a fully managed serverless service. Knowledge Bases for Amazon Bedrock Knowledge Bases for Amazon Bedrock is a serverless option to build powerful conversational AI systems using RAG. Choose Next.

Knowledge Base 108

Knowledge Base Artificial Inteligence Applications Lambda 108

CIO

NOVEMBER 29, 2023

Platform lock-in occurs when you have a complete cloud foundation configuration (resource grouping, policies, RBAC, hybrid connectivity, monitoring, compliance, etc.) And companies with data-intensive operations face both storage and bandwidth issues, he says, adding that PaaS and IaaS providers use both as competitive differentiators. “If

Cloud 187

Cloud Technical Review Software Review Systems Review 187

Perficient

JANUARY 6, 2023

The Service Cloud Voice Tenant stack is a series of services deployed to our contact center that contain policies that give permission to those services to access other services within the same stack. A quick summary of each role: Contact Trace Record Role Policy: A policy that allows caller data to be synced from one platform to another.

Lambda 69

Lambda AWS Policies Serverless 69

Perficient

MARCH 13, 2023

We like the seamless integration with native hyperscaler services like storage and node pools for easy autoscaling, zone awareness for HA, networking and RBAC security with IAM or AAD. It’s most well-known for autoscaling serverless or event-driven applications backed by tools like Kafka, AMQ, Azure EventHub, etc.

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Serverless Azure Metrics AWS 83