CIO

JANUARY 30, 2025

Data masking involves replacing sensitive data with obfuscated or pseudonymized values, ensuring that unauthorized access does not compromise critical information. Organizations leverage serverless computing and containerized applications to optimize resources and reduce infrastructure costs.

Scalability 169

Scalability Government Trends Artificial Inteligence 169

TechBeacon

FEBRUARY 19, 2020

Developers love serverless applications. The technology offers programmers the ability to create custom functions without worrying about infrastructure, and speed deployment without having to wait for operations to deploy containers or virtual machines.

Serverless 131

Serverless Virtualization Infrastructure Applications 131

Dzone - DevOps

SEPTEMBER 30, 2024

Information moves fast. Stream processing in the serverless cloud solves this. With a serverless cloud, businesses can focus on data insights without worrying about managing infrastructure. It’s a very dynamic world today. Businesses generate data constantly. Real-time analysis is now essential. This gives them an edge.

Serverless 97

Serverless Data Center Analysis Infrastructure 97

AWS Machine Learning - AI

NOVEMBER 22, 2024

Reduced time and effort in testing and deploying AI workflows with SDK APIs and serverless infrastructure. We can also quickly integrate flows with our applications using the SDK APIs for serverless flow execution — without wasting time in deployment and infrastructure management. Publish a working version of your guardrail.

Generative AI 123

Generative AI Artificial Inteligence Knowledge Base AWS 123

TechCrunch

AUGUST 26, 2021

Monad was founded on the belief that enterprise cybersecurity is a growing data management challenge, as organizations try to understand and interpret the masses of information that’s siloed within disconnected logs and databases. “Security is fundamentally a big data problem,” said Christian Almenar, CEO and co-founder of Monad.

Big Data 246

Big Data Data Serverless DevOps 246

AWS Machine Learning - AI

SEPTEMBER 3, 2024

That’s where the new Amazon EMR Serverless application integration in Amazon SageMaker Studio can help. In this post, we demonstrate how to leverage the new EMR Serverless integration with SageMaker Studio to streamline your data processing and machine learning workflows.

Serverless 117

Serverless AWS Artificial Inteligence Big Data 117

Netlify

MAY 26, 2021

Why I migrated my dynamic sites to a serverless architecture. Like most web developers these days, I’ve heard of serverless applications and Jamstack for a while. The idea of serverless for a tool that is mostly static content is appealing. Not the usual serverless migration. So, should I migrate at all?

Serverless 106

Serverless Microservices Architecture Tools 106

Tenable

FEBRUARY 13, 2024

The good news is that deploying these applications on a serverless architecture can make it easier to protect them. However, it can be challenging to protect cloud-native applications that leverage serverless functions like AWS Lambda, Google Cloud Functions, and Azure Functions and Azure App Service. What is serverless?

Serverless 109

Serverless Architecture Applications Cloud 109

AWS Machine Learning - AI

MARCH 4, 2025

Integration with the AWS Well-Architected Tool pre-populates workload information and initial assessment responses. Using Amazon Bedrock Knowledge Base, the sample solution ingests these documents and generates embeddings, which are then stored and indexed in Amazon OpenSearch Serverless.

Generative AI 120

Generative AI Technical Review Software Review Systems Review 120

CIO

APRIL 15, 2025

Every strategic decision, from customer engagement to AI-driven automation, relies on an organizations ability to manage, process and move vast amounts of information efficiently. This reduces the need to transfer massive amounts of information across cloud regions, minimizing network congestion and enhancing overall system efficiency.

Strategy 164

Strategy Cloud Data Technical Review 164

CIO

OCTOBER 31, 2024

Question the status quo and learn from the best while critically dealing with hype topics such as AI in order to make informed decisions,” he adds. And the Lithia Springs production site in Georgia was converted to a serverless environment, which reduced costs and improved the company’s carbon footprint.

Groups 133

Groups Systems Review Technical Review Serverless 133

AWS Machine Learning - AI

NOVEMBER 22, 2023

RAG is a framework for improving the quality of text generation by combining an LLM with an information retrieval (IR) system. The LLM generated text, and the IR system retrieves relevant information from a knowledge base. Their reliance on embedded information compromises interpretability.

Artificial Inteligence 125

Artificial Inteligence Serverless Engineering Machine Learning 125

AWS Machine Learning - AI

APRIL 3, 2024

In this post, we show how to build a contextual text and image search engine for product recommendations using the Amazon Titan Multimodal Embeddings model , available in Amazon Bedrock , with Amazon OpenSearch Serverless. Store embeddings into the Amazon OpenSearch Serverless as the search engine.

Serverless 135

Serverless Artificial Inteligence Engineering Generative AI 135

Dzone - DevOps

OCTOBER 14, 2023

EDA and serverless functions are two powerful software patterns and concepts that have become popular in recent years with the rise of cloud-native computing. First things first, Event-driven architecture. In this context, an event is defined as a change in state.

Serverless 97

Serverless Architecture Scalability Applications 97

Erik Bernhardsson

APRIL 18, 2021

A touchscreen interface that's super laggy, or an appointment booking app that forces you to go in and out of possible dates and fill in all information before it tells you if it's available. Truly serverless. Serverless doesn't mean it's a burstable VM that saves its instance state to disk during periods of idle. Can't wait.

Infrastructure 348

Infrastructure Software Serverless Resources 348

Apiumhub

DECEMBER 9, 2024

Azure Synapse Analytics is Microsofts end-to-give-up information analytics platform that combines massive statistics and facts warehousing abilities, permitting advanced records processing, visualization, and system mastering. We may also review security advantages, key use instances, and high-quality practices to comply with.

Azure 92

Azure Analytics Storage Machine Learning 92

AWS Machine Learning - AI

NOVEMBER 7, 2024

API Gateway is serverless and hence automatically scales with traffic. The advantage of using Application Load Balancer is that it can seamlessly route the request to virtually any managed, serverless or self-hosted component and can also scale well. It’s serverless so you don’t have to manage the infrastructure.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

Netlify

JULY 22, 2021

Our entire team started with some serverless functions that we shared across our projects to query the Shopify API. You’ll need to: Set up a snowpack.config.mjs to make your serverless functions work. Add serverless functions for getting projects, product details, and cart information. Phil, with 11ty.

Serverless 97

Serverless Examples Authentication Data 97

AWS Machine Learning - AI

OCTOBER 11, 2024

The solution is designed to be fully serverless on AWS and can be deployed as infrastructure as code (IaC) by usingf the AWS Cloud Development Kit (AWS CDK). Take note of the Verification Token value under Basic Information of your app, you will need it in later steps.

Cloud 97

Cloud AWS Serverless Lambda 97

AWS Machine Learning - AI

MAY 30, 2024

To serve their customers, Vitech maintains a repository of information that includes product documentation (user guides, standard operating procedures, runbooks), which is currently scattered across multiple internal platforms (for example, Confluence sites and SharePoint folders). langsmith==0.0.43 pgvector==0.2.3 streamlit==1.28.0

Artificial Inteligence 131

Artificial Inteligence Technical Review Development Team Review Software Review 131

AWS Machine Learning - AI

NOVEMBER 7, 2024

The solution presented in this post takes approximately 15–30 minutes to deploy and consists of the following key components: Amazon OpenSearch Service Serverless maintains three indexes : the inventory index, the compatible parts index, and the owner manuals index.

Lambda 129

Lambda Enterprise Automotive Knowledge Base 129

Dzone - DevOps

DECEMBER 6, 2023

In this article, we'll explore the latest advancements in continuous testing, focusing on how it intersects with microservices and serverless architectures. Continuous testing, a cornerstone of modern DevOps practices, has evolved to meet the demands of accelerated software delivery.

Serverless 94

Serverless Microservices Architecture Testing 94

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. This chatbot is designed to assist users with various tasks, provide information, and offer personalized support based on their unique requirements. All the services that we use are serverless and fully managed by AWS.

Serverless 91

Serverless Artificial Inteligence AWS Software Review 91

AWS Machine Learning - AI

OCTOBER 31, 2024

By implementing this architectural pattern, organizations that use Google Workspace can empower their workforce to access groundbreaking AI solutions powered by Amazon Web Services (AWS) and make informed decisions without leaving their collaboration tool. Under Connection settings , provide the following information: Select App URL.

Generative AI 123

Generative AI Lambda Applications AWS 123

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. This can lead to inefficiencies, delays, and errors, diminishing customer satisfaction.

Knowledge Base 110

Knowledge Base Generative AI Technical Review Lambda 110

AWS Machine Learning - AI

OCTOBER 29, 2024

These meetings often involve exchanging information and discussing actions that one or more parties must take after the session. Organizations typically can’t predict their call patterns, so the solution relies on AWS serverless services to scale during busy times.

Generative AI 111

Generative AI Video Engineering Artificial Inteligence 111

CIO

MAY 8, 2024

In the age of big data, where information is generated at an unprecedented rate, the ability to integrate and manage diverse data sources has become a critical business imperative. This enables organisations to unlock the full potential of their data assets, making informed decisions and driving innovative business strategies.

Innovation 153

Innovation Artificial Inteligence Data Serverless 153

AWS Machine Learning - AI

APRIL 23, 2025

Designed with a serverless, cost-optimized architecture, the platform provisions SageMaker endpoints dynamically, providing efficient resource utilization while maintaining scalability. This approach results in summaries that read more naturally and can effectively condense complex information into concise, readable text.

Artificial Inteligence 68

Artificial Inteligence Open Source AWS Serverless 68

AWS Machine Learning - AI

NOVEMBER 6, 2024

In this post, we share how Hearst , one of the nation’s largest global, diversified information, services, and media companies, overcame these challenges by creating a self-service generative AI conversational assistant for business units seeking guidance from their CCoE. Steven has been AWS Professionally certified for over 8 years.

Generative AI 115

Generative AI Government Technical Review Innovation 115

AWS Machine Learning - AI

APRIL 29, 2025

The inherent vulnerabilities of these models include their potential of producing hallucinated responses (generating plausible but false information), their risk of generating inappropriate or harmful content, and their potential for unintended disclosure of sensitive training data.

Generative AI 74

Generative AI Weak Development Team AWS Artificial Inteligence 74

TechCrunch

MARCH 29, 2022

When Pinecone launched last year, the company’s message was around building a serverless vector database designed specifically for the needs of data scientists. “The predominant use of the vector databases is for search, and search in the broad sense of the word.

Data 216

Data Artificial Inteligence Serverless Machine Learning 216

AWS Machine Learning - AI

MARCH 20, 2025

Manual processes and fragmented information sources can create bottlenecks and slow decision-making, limiting teams from focusing on higher-value work. The chat agent bridges complex information systems and user-friendly communication. This streamlined process enhances productivity and customer interactions across the organization.

Generative AI 117

Generative AI Systems Review System Lambda 117

Xebia

MAY 21, 2024

This may include breaking monolithic applications into microservices, containerizing applications using Docker and Kubernetes, or adopting serverless computing with AWS Lambda. Adoption of Cloud-Native Technologies: Companies embrace cloud-native technologies such as containers, serverless computing, and microservices architecture.

AWS 130

AWS Strategy Serverless Microservices 130

Xebia

APRIL 16, 2025

I summarized my key takeaways that can help you improve your serverless architectures. From Lambda-lith to Step Function A common anti-pattern in serverless architecture is creating a “Lambda-lith” – a monolithic Lambda function that handles too many responsibilities. You can find more information here: JSONata.

AWS 130

AWS Lambda Serverless Architecture 130

AWS Machine Learning - AI

MARCH 14, 2025

Whether processing invoices, updating customer records, or managing human resource (HR) documents, these workflows often require employees to manually transfer information between different systems a process thats time-consuming, error-prone, and difficult to scale. The following diagram illustrates the solution architecture.

AWS 134

AWS Generative AI Linux Groups 134

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.

Generative AI 100

Generative AI AWS Technical Review Backup 100

AWS Machine Learning - AI

APRIL 22, 2025

Workshops, conferences, and training sessions serve as platforms for collaboration and knowledge sharing, where the attendees can understand the information being conveyed in real-time and in their preferred language. A serverless, event-driven workflow using Amazon EventBridge and AWS Lambda automates the post-event processing.

Media 85

Media Knowledge Base AWS Systems Review 85