AWS Machine Learning - AI

APRIL 23, 2024

As successful proof-of-concepts transition into production, organizations are increasingly in need of enterprise scalable solutions. After you create a knowledge base, you need to create a data source from the Amazon Simple Storage Service (Amazon S3) bucket containing the files for your knowledge base.

Knowledge Base 126

Knowledge Base Scalability Applications Generative AI 126

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. Furthermore, our solutions are designed to be scalable, ensuring that they can grow alongside your business.

Generative AI 89

Generative AI AWS Technical Review Backup 89

AWS Machine Learning - AI

NOVEMBER 6, 2024

Limited scalability – As the volume of requests increased, the CCoE team couldn’t disseminate updated directives quickly enough. Oleg Chugaev is a Principal Solutions Architect and Serverless evangelist with 20+ years in IT, holding multiple AWS certifications. Steven has been AWS Professionally certified for over 8 years.

Generative AI 108

Generative AI Government Technical Review Innovation 108

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 114

Serverless AWS Artificial Inteligence Big Data 114

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

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

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 128

Serverless Artificial Inteligence Engineering Generative AI 128

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

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

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 111

Generative AI AWS Enterprise Artificial Inteligence 111

Stackery

SEPTEMBER 3, 2019

That’s right, while you were avoiding the back-to-school rush at Office Depot, cutting the crusts off PB&Js, and taking the layers out of mothballs (confession: I have never seen let alone used a single mothball), Serverless Summer School began winding down and is now over for the season. SSS: Serverless Confidence, AWS Proficiency.

Serverless 71

Serverless AWS Lambda Part-Time VPE 71

Modus Create

MAY 15, 2023

When serverless architecture became all the rage a few years ago, we wondered whether it was just marketing hype. Was serverless really cloud 2.0 Serverless architecture’s popularity has risen over the past 5 years. You don’t have to manage servers to run apps, storage systems, or databases at any scale.

Serverless 75

Serverless Lambda Architecture AWS 75

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

The Crazy Programmer

SEPTEMBER 16, 2019

High scalability, sharding and availability with built-in replication makes it more robust. Scalability gives the developer an ability to easily add or remove as many machines as needed. Scalability gives the developer an ability to easily add or remove as many machines as needed. Schema created in this is powerful and flexible.

Serverless 31

Serverless Backup Scalability Business Intelligence 31

CIO

OCTOBER 19, 2023

This complicates synchronization, scalability, detecting anomalies, pulling valuable insights, and enhancing decision-making. It is difficult to scale storage and process infrastructure to manage the sheer increase in the volume. The complexity doesn’t end here.

Data 190

Data Scalability Serverless Enterprise 190

The Agile Monkey

DECEMBER 22, 2022

However, these tools may not be suitable for more complex data or situations requiring scalability and robust business logic. On the other hand, using serverless solutions from scratch can be time-consuming and require a lot of effort to set up and manage. Build scalable Low-Code backends with Booster ? WTF is Booster?

Scalability 98

Scalability AWS Authentication Open Source 98

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.

Lambda 127

Lambda Enterprise Automotive Knowledge Base 127

AWS Machine Learning - AI

OCTOBER 31, 2024

Performance optimization The serverless architecture used in this post provides a scalable solution out of the box. AWS Lambda costs are based on the number of requests and compute time, and Amazon DynamoDB charges depend on read/write capacity units and storage used.

Generative AI 122

Generative AI Lambda Applications AWS 122

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 87

Serverless Artificial Inteligence AWS Software Review 87

Gorilla Logic

SEPTEMBER 16, 2021

In this article, we are going to compare the leading cloud providers of serverless computing frameworks so that you have enough intel to make a sound decision when choosing one over the others. Scalability, Limits, and Restrictions. Scalability: Lambda creates a new instance to process each new concurrent event. Azure Functions.

Serverless 70

Serverless Lambda Cloud Azure 70

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 57

Serverless Lambda AWS Architecture 57

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

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. Connect with him on LinkedIn.

Generative AI 123

Generative AI Virtualization Technical Advisors AWS 123

AWS Machine Learning - AI

MARCH 7, 2025

Solution overview The policy documents reside in Amazon Simple Storage Service (Amazon S3) storage. During the solution design process, Verisk also considered using Amazon Bedrock Knowledge Bases because its purpose built for creating and storing embeddings within Amazon OpenSearch Serverless. Tarik Makota is a Sr.

Generative AI 76

Generative AI Technical Review Insurance Policies 76

Perficient

MARCH 27, 2025

The goal is to deploy a highly available, scalable, and secure architecture with: Compute: EC2 instances with Auto Scaling and an Elastic Load Balancer. Storage: S3 for static content and RDS for a managed database. Amazon S3 : Object storage for data, logs, and backups. Networking: A secure VPC with private and public subnets.

AWS 52

AWS Infrastructure Lambda Load Balancer 52

RapidValue

JANUARY 5, 2020

One such service is their serverless computing service , AWS Lambda. For the uninitiated, Lambda is an event-driven serverless computing platform that lets you run code without managing or provisioning servers and involves zero administration. What makes AWS Lambda, the most sought after serverless framework ? You may ask.

Lambda 61

Lambda Serverless AWS Architecture 61

Xebia

DECEMBER 13, 2024

Scalability: GCP tools offer a cohesive platform to build, manage, and scale RAG systems. GCP Tools for Building a RAG System To build an efficient and scalable Retrieval-Augmented Generation (RAG) system, Google Cloud Platform (GCP) provides several powerful tools that can be seamlessly integrated.

Google Cloud 130

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?

Backup 115

Backup Azure Software Review Architecture 115

CIO

DECEMBER 22, 2023

Cloud software engineer Cloud software engineers are tasked with developing and maintaining software applications that run on cloud platforms, ensuring they are built to be scalable, reliable, and agile. Role growth: 19% of companies have added cloud software engineer roles as part of their cloud investments.

Cloud 195

Cloud Company Disaster Recovery Software Engineering 195

AWS Machine Learning - AI

OCTOBER 29, 2024

Flexible logging –You can use this solution to store logs either locally or in Amazon Simple Storage Service (Amazon S3) using Amazon Data Firehose, enabling integration with existing monitoring infrastructure. Cost optimization – This solution uses serverless technologies, making it cost-effective for the observability infrastructure.

Generative AI 110

Generative AI Applications AWS Knowledge Base 110

Kaseya

MAY 13, 2021

As the name suggests, a cloud service provider is essentially a third-party company that offers a cloud-based platform for application, infrastructure or storage services. In a public cloud, all of the hardware, software, networking and storage infrastructure is owned and managed by the cloud service provider. What Is a Public Cloud?

Google Cloud 122

Google Cloud Azure AWS Cloud 122

High Scalability

DECEMBER 16, 2022

Cloud computing is a model of computing that delivers computing services over the internet, including storage, data processing, and networking. It allows users to access and use shared computing resources, such as servers, storage, and applications, on demand and without the need to manage the underlying infrastructure. Can you expand?

ChatGPT 80

ChatGPT Cloud Artificial Inteligence Serverless 80

QBurst

DECEMBER 22, 2022

BigQuery is a serverless, highly scalable storage and processing solution fully managed by Google. It offers a lot of flexibility in computation and a variety of technology and pricing models. Estimating the cost impact of any query is […].

Strategy 79

Strategy Serverless Storage Scalability 79

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.

Lambda 144

Lambda Generative AI AWS Microservices 144

High Scalability

DECEMBER 21, 2018

It's HighScalability time: Have a very scalable Xmas everyone! 3) Serverless will rocket. Tim Bray : How to talk about [Serverless Latency] · To start with, don’t just say “I need 120ms.” See you in the New Year. Do you like this sort of Stuff? Please support me on Patreon. I'd really appreciate it.

Scalability 55

Scalability Internet Serverless VR 55

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

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. Everything is defined and maintained in code. This requires no effort from IT operations.

Cloud 130

Cloud Disaster Recovery Data Center Virtualization 130