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

TechCrunch

JULY 13, 2022

DeltaStream provides a serverless streaming database to manage, secure and process data streams. “Serverless” refers to the way DeltaStream abstracts away infrastructure, allowing developers to interact with databases without having to think about servers. .”

Serverless 179

Serverless Systems Review Storage Technical Review 179

AWS Machine Learning - AI

OCTOBER 29, 2024

Organizations typically can’t predict their call patterns, so the solution relies on AWS serverless services to scale during busy times. Amazon DynamoDB is a fully managed NoSQL database service that provides fast and predictable performance with seamless scalability.

Generative AI 102

Generative AI Video Engineering Artificial Inteligence 102

Dzone - DevOps

MAY 1, 2023

With the growth of the application modernization demands, monolithic applications were refactored to cloud-native microservices and serverless functions with lighter, faster, and smaller application portfolios for the past years.

Serverless 94

Serverless Lambda Data AWS 94

Confluent

FEBRUARY 27, 2019

With serverless being all the rage, it brings with it a tidal change of innovation. or invest in a vendor-agnostic layer like the serverless framework ? or invest in a vendor-agnostic layer like the serverless framework ? What is more, as the world adopts the event-driven streaming architecture, how does it fit with serverless?

Serverless 109

Serverless Lambda AWS Systems Review 109

AWS Machine Learning - AI

JANUARY 22, 2025

Security and compliance regulations require that security teams audit the actions performed by systems administrators using privileged credentials. Video recordings cant be easily parsed like log files, requiring security team members to playback the recordings to review the actions performed in them.

Generative AI 100

Generative AI Video Analysis Technical Review 100

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 104

Serverless AWS Artificial Inteligence Big Data 104

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 103

Generative AI AWS Artificial Inteligence Enterprise 103

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. Review and prepare the dataset.

Serverless 116

Serverless Artificial Inteligence Engineering Generative AI 116

AWS Machine Learning - AI

MARCH 13, 2025

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies, such as AI21 Labs, Anthropic, Cohere, Meta, Mistral, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Generative AI 101

Generative AI CTO Coach AWS Artificial Inteligence 101

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. The following diagram illustrates how it works. State uncertainties clearly.

Lambda 118

Lambda Enterprise Automotive Knowledge Base 118

The Crazy Programmer

SEPTEMBER 25, 2023

Get 1 GB of free storage. It’s the serverless platform that will run a range of things with stronger attention on the front end. Even though Vercel mainly focuses on front-end applications, it has built-in support that will host serverless Node.js This is the serverless wrapper made on top of AWS.

Serverless 180

Serverless AWS Google Cloud Azure 180

Stackery

MAY 22, 2019

With Serverless, it’s not the technology that’s hard, it’s understanding the language of a new culture and operational model. Serverless architecture has coined some new terms and, more confusingly, re-used a few older terms with new meanings. This glossary will clarify some of them. We call it Cloudlocal, try it for yourself.

Serverless 74

Serverless Lambda AWS Resources 74

Honeycomb

DECEMBER 12, 2019

When we introduced Secondary Storage two years ago, it was a deliberate compromise between economy and performance. Compared to Honeycomb’s primary NVMe storage attached to dedicated servers, secondary storage let customers keep more data for less money. Today things look very different. Today things look very different.

Lambda 86

Lambda Storage Serverless Performance 86

AWS Machine Learning - AI

OCTOBER 31, 2024

Consider also expanding the assistant’s capabilities through function calling, to perform actions on behalf of users, such as scheduling meetings or initiating workflows. Performance optimization The serverless architecture used in this post provides a scalable solution out of the box.

Generative AI 114

Generative AI Lambda Applications AWS 114

AWS Machine Learning - AI

MARCH 4, 2025

The workflow consists of the following steps: WAFR guidance documents are uploaded to a bucket in Amazon Simple Storage Service (Amazon S3). 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 96

Generative AI Technical Review Software Review Systems Review 96

AWS Machine Learning - AI

NOVEMBER 22, 2023

In addition, customers are looking for choices to select the most performant and cost-effective machine learning (ML) model and the ability to perform necessary customization (fine-tuning) to fit their business use cases. An OpenSearch Serverless collection. A SageMaker execution role with access to OpenSearch Serverless.

Artificial Inteligence 109

Artificial Inteligence Serverless Engineering Machine Learning 109

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. Step Functions is a reliable way to coordinate components and step through the functions of your application.

Generative AI 77

Generative AI AWS Technical Review Backup 77

AWS Machine Learning - AI

OCTOBER 29, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies such as AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Generative AI 100

Generative AI Applications AWS Knowledge Base 100

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. Monitoring – Monitors system performance and user activity to maintain operational reliability and efficiency.

Knowledge Base 89

Knowledge Base Generative AI Technical Review Lambda 89

O'Reilly Media - Ideas

JANUARY 14, 2020

Get a basic understanding of serverless, then go deeper with recommended resources. Serverless is a trend in computing that decouples the execution of code, such as in web applications, from the need to maintain servers to run that code. Serverless also offers an innovative billing model and easier scalability.

Serverless 59

Serverless Lambda AWS Architecture 59

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.

Serverless 78

Serverless Artificial Inteligence AWS Software Review 78

Cloudera

SEPTEMBER 30, 2022

With DFF, users now have the choice of deploying NiFi flows not only as long-running auto scaling Kubernetes clusters but also as functions on cloud providers’ serverless compute services including AWS Lambda, Azure Functions, and Google Cloud Functions. build high performant, scalable web applications across multiple data centers).

Serverless 73

Serverless Microservices Lambda IoT 73

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 119

Knowledge Base Scalability Applications Generative AI 119

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. Prompt chaining is performed with Amazon Bedrock for these prompts. See AWS CDK bootstrapping for more details.

Generative AI 116

Generative AI Virtualization Technical Advisors AWS 116

The Crazy Programmer

SEPTEMBER 16, 2019

So, It has some great features like document-oriented storage, ease of use, high performance, fast execution of queries and maintenance of database backup is easy. It is serverless means there is no need to install, manage, initialize, configure and troubleshoot. SQLite was originally released in 2000.

Serverless 31

Serverless Backup Scalability Business Intelligence 31

Altexsoft

DECEMBER 28, 2018

According to the RightScale 2018 State of the Cloud report, serverless architecture penetration rate increased to 75 percent. Aware of what serverless means, you probably know that the market of cloudless architecture providers is no longer limited to major vendors such as AWS Lambda or Azure Functions. Where does serverless come from?

Serverless 68

Serverless Azure AWS Architecture 68

Erik Bernhardsson

DECEMBER 6, 2022

And it's serverless 6 , so you only pay for the actual usage. Most of this in Rust for performance and safety. ↩︎ The term serverless is applied waaaaay too liberally by vendors today, so I struggle a bit with the term, to be honest. But under the hood, the we use a content-addressed storage system.

CTO Coach 242

CTO Coach Fractional CTO Software Engineering Serverless 242

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. We’ll review all the important aspects of their architecture, deployment, and performance so you can make an informed decision. Is it still so?

Backup 115

Backup Azure Software Review Architecture 115

TechCrunch

JANUARY 4, 2023

To this end, SurrealDB supports real-time queries, security permissions for multi-user access and “performant” analytical workloads, Tobie says. They’re propelled by major trends such as database abstraction, cloud and serverless,” Turck said in an emailed statement. SurrealDB’s online configuration dashboard.

Open Source 194

Open Source Cloud Serverless Analytics 194

Stackery

FEBRUARY 11, 2019

Serverless has, for the last year or so, felt like an easy term to define: code run in a highly managed environment with (almost) no configuration of the underlying computer layer done by your team. Fair enough, but what is is a serverless application? Review: What’s a Lambda? Look at all these responses! Are Lambdas like containers?

Serverless 53

Serverless Lambda AWS Software Review 53

Stackery

APRIL 15, 2019

Stackery is a tool to deploy complete serverless applications via Amazon Web Services (AWS). Epsagon monitors and tracks your serverless components to increase observability. Observability is a Problem for Serverless. Here’s how they can not only work together but improve each other. What do you do?

Serverless 58

Serverless Lambda Software Review AWS 58

Mobilunity

DECEMBER 26, 2024

Step #1 Planning the workload before migration Evaluate existing infrastructure Perform a comprehensive evaluation of current systems, applications, and workloads. Establish objectives and performance indicators Establish clear, strategic objectives for the migration (e.g., lowering costs, enhancing scalability). Contact us Step #5.

AWS 52

AWS Cloud Weak Development Team DevOps 52

AWS Machine Learning - AI

MARCH 20, 2025

Asure anticipated that generative AI could aid contact center leaders to understand their teams support performance, identify gaps and pain points in their products, and recognize the most effective strategies for training customer support representatives using call transcripts.

Generative AI 71

Generative AI Artificial Inteligence Metrics AWS 71

Xebia

JANUARY 15, 2024

Traditional virtual machines are replaced with serverless application frameworks. The new design can use all of the cloud platform’s services for application deployment, managed data storage services, and managed monitoring solutions. No more disks to replace, no more racks to fill, no more patching of network cables.

Cloud 130

Cloud Disaster Recovery Data Center Virtualization 130

Xebia

DECEMBER 13, 2024

Chunking text into smaller units before embedding improves performance and enables citations. These services simplify development while maintaining high performance, security, and flexibility. Key Features : Serverless Execution : Automatically scales up during high traffic and scales down to zero during idle periods, reducing costs.

Google Cloud 130

Google Cloud Artificial Inteligence Cloud Scalability 130

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?

Cloud 142

Cloud Google Cloud Software Review Serverless 142