AWS Machine Learning - AI

OCTOBER 31, 2024

We recommend that you create a virtual environment within this project, stored under the.venv. Performance optimization The serverless architecture used in this post provides a scalable solution out of the box. First, you will be charged for model inference and for the vector databases you use with Amazon Bedrock Knowledge Bases.

Generative AI 111

Generative AI Lambda Applications AWS 111

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

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. AWS Lambda is an event-driven compute service that lets you run code for virtually any type of application or backend service without provisioning or managing servers.

Generative AI 98

Generative AI Video Engineering Artificial Inteligence 98

ParkMyCloud

MAY 23, 2019

AWS Firecracker was announced at AWS re:Invent in November 2018 as a new AWS open source virtualization technology. It was described by the AWS Chief Evangelist Jeff Barr as “what a virtual machine would look like if it was designed for today’s world of containers and functions.” ” What is AWS Firecracker? .”

Serverless 73

Serverless AWS Lambda Virtualization 73

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

APRIL 9, 2025

An example is a virtual assistant for enterprise business operations. Such a virtual assistant should support users across various business functions, such as finance, legal, human resources, and operations. Lambda uses 1024 MB of memory and 512 MB of ephemeral storage, with API Gateway configured as a REST API.

Artificial Inteligence 108

Artificial Inteligence Generative AI AWS Applications 108

Xebia

JANUARY 15, 2024

A rehosting strategy will have virtually no positive impact on IT operations. 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.

Cloud 130

Cloud Disaster Recovery Data Center Virtualization 130

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 99

Generative AI AWS Artificial Inteligence Enterprise 99

Erik Bernhardsson

DECEMBER 6, 2022

And it's serverless 6 , so you only pay for the actual usage. ↩︎ I looked at some code recently where the author had put the entire virtual env in a zip, and the notebook included steps that patched installed site-packages. But under the hood, the we use a content-addressed storage system. How does it work?

Fractional CTO 242

Fractional CTO CTO Coach Software Engineering Serverless 242

CIO

OCTOBER 19, 2023

It is difficult to scale storage and process infrastructure to manage the sheer increase in the volume. Further, in times to come, businesses can expect their data integration solution to process virtually any kind of data without compromising operational efficiency. The complexity doesn’t end here.

Data 190

Data Scalability Serverless Enterprise 190

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

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 115

Lambda Enterprise Automotive Knowledge Base 115

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? But what are Lambdas again? Look at the response!

Serverless 53

Serverless Lambda AWS Software Review 53

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

Perficient

MARCH 27, 2025

Storage: S3 for static content and RDS for a managed database. Amazon EC2 : Virtual machines (compute instances) running applications or services. Amazon S3 : Object storage for data, logs, and backups. AWS Lambda : Serverless computing service for event-driven applications. Monitoring: CloudWatch for logging and alerts.

AWS 52

AWS Infrastructure Lambda Load Balancer 52

O'Reilly Media - Ideas

MAY 19, 2020

It encompasses private clouds, the IaaS cloud—also host to virtual private clouds (VPC)—and the PaaS and SaaS clouds. Interestingly, multi-cloud, or the use of multiple cloud computing and storage services in a single homogeneous network architecture, had the fewest users (24% of the respondents). Serverless Stagnant.

Cloud 144

Cloud Microservices Serverless Survey 144

AWS Machine Learning - AI

NOVEMBER 14, 2024

If an image is uploaded, it is stored in Amazon Simple Storage Service (Amazon S3) , and a custom AWS Lambda function will use a machine learning model deployed on Amazon SageMaker to analyze the image to extract a list of place names and the similarity score of each place name.

Artificial Inteligence 97

Artificial Inteligence Generative AI Travel AWS 97

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? Try it Yourself.

Serverless 58

Serverless Lambda Software Review AWS 58

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

Xicom

MARCH 16, 2021

Nowadays, the cliche “serverless architecture” is the latest addition in the technology wordbook, prevailing following the launch of AWS (Amazon Web Services) Lambada in 2014. While the gospel truth is serverless, architecture proffers the promise of writing codes without any ongoing server administration apprehension.

Serverless 59

Serverless Lambda Development Microservices 59

Kaseya

NOVEMBER 9, 2023

With the cloud, users and organizations can access the same files and applications from almost any device since the computing and storage take place on servers in a data center instead of locally on the user device or in-house servers. Virtualization: Virtualization optimizes the usage of hardware resources through virtual machines.

Cloud 105

Cloud Disaster Recovery Infrastructure Artificial Inteligence 105

Linux Academy

SEPTEMBER 30, 2019

Google Cloud Functions is a serverless, event-driven, managed platform for building and connecting cloud services. Serverless Concepts – Serverless has been gaining momentum as cloud technology continues to become more and more widespread. This course dives into LXC (Linux Containers) and its container manager, LXD.

Linux 22

Linux Course Serverless Google Cloud 22

Cloudera

SEPTEMBER 23, 2022

The first is near unlimited storage. Leveraging cloud-based object storage frees analytics platforms from any storage constraints. The second advantage is virtualized compute power. You will have access to on-demand compute and storage at your discretion. To the user, it is a serverless experience.

Government 109

Government Enterprise Strategy Data 109

Mentormate

JANUARY 7, 2021

This year’s AWS re:Invent conference was virtual, free, and three weeks long. Below is a review of the main announcements that impact compute, database, storage, networking, machine learning, and development. Serverless fans rejoice! This is another great serverless development. Container Image Support in AWS Lambda.

AWS 98

AWS Lambda Software Review Serverless 98

Palo Alto Networks

JULY 9, 2019

This is hot off the heels of our acquisition of PureSec , a leader in protecting serverless applications. Most modern applications utilize a mix of platform as a service (PaaS), VMs, serverless and other resources offered by cloud service providers. From Containers to Serverless and Beyond! Read the news release.

Serverless 49

Serverless Lambda Compliance Cloud 49

Stacks on Stacks

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? But what are Lambdas again? Are Lambdas like containers?

Serverless 40

Serverless Lambda AWS Software Review 40

Palo Alto Networks

JULY 9, 2019

This is hot off the heels of our acquisition of PureSec , a leader in protecting serverless applications. Most modern applications utilize a mix of platform as a service (PaaS), VMs, serverless and other resources offered by cloud service providers. From Containers to Serverless and Beyond! Read the news release.

Serverless 48

Serverless Lambda Compliance Cloud 48

ParkMyCloud

MAY 22, 2020

When you delete a virtual machine in Azure, by default, in order to protect against data loss, any disks that are attached to the VM aren’t deleted. In order to minimise storage costs, make sure that you identify and remove any orphaned disk resource.”. Know Your Serverless Options . Ensure you aren’t paying for orphaned disks.

Azure 104

Azure Serverless Authentication Cloud 104

Xebia

JUNE 7, 2022

Combining these two trends in the market explains why technologies such as Serverless became popular. Serverless helps in reducing the amount of moving parts you must manage as a development team. . Function apps are serverless applications that run based on triggers such as http requests, timers or messages in a queue.

Azure 130

Azure Microservices Serverless Applications 130

OTS Solutions

FEBRUARY 16, 2023

It is a shared pool that is made up of two words cloud and computing where cloud is a vast storage space and computing means the use of computers. Suppose a user makes a storage request, database access request, or computing request. These servers are also known as virtual servers or virtual platforms.

Cloud 130

Cloud Artificial Inteligence Disaster Recovery Internet 130

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

AWS Machine Learning - AI

SEPTEMBER 17, 2024

Our solution uses an FSx for ONTAP file system as the source of unstructured data and continuously populates an Amazon OpenSearch Serverless vector database with the user’s existing files and folders and associated metadata. The RAG Retrieval Lambda function stores conversation history for the user interaction in an Amazon DynamoDB table.

Generative AI 79

Generative AI AWS Applications Serverless 79

AWS Machine Learning - AI

AUGUST 28, 2024

By using the AWS CDK, the solution sets up the necessary resources, including an AWS Identity and Access Management (IAM) role, Amazon OpenSearch Serverless collection and index, and knowledge base with its associated data source.

Knowledge Base 82

Knowledge Base AWS Generative AI Artificial Inteligence 82

AWS Machine Learning - AI

AUGUST 5, 2024

In this solution, audio files stored in mp3 format are first uploaded to Amazon Simple Storage Service (Amazon S3) storage. For instructions on tagging objects in S3, refer to the Amazon Simple Storage Service User Guide. With OpenSearch Serverless, you only pay for the resources consumed by your workload.

Knowledge Base 96

Knowledge Base Artificial Inteligence Programming Generative AI 96

Confluent

SEPTEMBER 20, 2019

Luckily for on-premises scenarios, a myriad of deployment options are available, such as the Confluent Platform which can be deployed on bare metal, virtual machines, containers, etc. In the same way, messaging technologies don’t have storage, thus they cannot handle past data. Serverless computing model.

Software Review 21

Software Review Technical Review Storage Cloud 21

Cloud That

NOVEMBER 23, 2022

Getting Started with Azure Virtual Machines. Virtualization of Apps through Containers. Durable Functions for Serverless Computing. Storing data with Blob Storage & Cosmos DB. Durable Functions for Serverless Computing. Sending and Receiving Messages through Service Bus and Storage Queue. Conclusion.

Case Study 71

Case Study Azure Study How To 71

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. An automated tool for moving applications, physical, virtual, and cloud servers to AWS, lowering expenses and streamlining the procedure.

AWS 52

AWS Cloud Weak Development Team DevOps 52