Xebia

JANUARY 19, 2023

The data engineer is also expected to create agile data architectures that evolve as new trends emerge. Building architectures that optimize performance and cost at a high level is no longer enough. The best data engineers view their responsibilities through business and technical lenses.

Data Engineering 130

Data Engineering Engineering Data Technical Review 130

Mike Roberts

NOVEMBER 16, 2017

Scaling and State This is Part 9 of Learning Lambda, a tutorial series about engineering using AWS Lambda. So far in this series we’ve only been talking about processing a small number of events with Lambda, one after the other. Lambda will horizontally scale precisely when we need it to a massive extent.

Lambda 40

Lambda AWS Software Review Serverless 40

RapidValue

OCTOBER 12, 2020

In an effort to avoid the pitfalls that come with monolithic applications, Microservices aim to break your architecture into loosely-coupled components (or, services) that are easier to update independently, improve, scale and manage. Key Features of Microservices Architecture. Microservices Architecture on AWS.

Microservices 53

Microservices AWS Architecture Applications 53

O'Reilly Media - Ideas

DECEMBER 21, 2018

Our most-used AWS resources will help you stay on track in your journey to learn and apply AWS. We dove into the data on our online learning platform to identify the most-used Amazon Web Services (AWS) resources. Continue reading 10 top AWS resources on O’Reilly’s online learning platform.

AWS 50

AWS Resources Lambda Serverless 50

Apiumhub

MARCH 12, 2024

So yes, it’s about sharing, storing, processing, and managing resources delivered over a network of remote servers hosted on the Internet. Cloud computing has undergone a remarkable evolution since its inception, transforming the way businesses and individuals leverage computing resources.

Trends 52

Trends Innovation Cloud Serverless 52

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. Once the job completes, the associated compute resources need to shut down. .

Serverless 72

Serverless Microservices Lambda IoT 72

Modus Create

MARCH 10, 2021

Serverless architecture has grown more popular since Amazon Web Services (AWS) introduced Lambda. In comparison to traditional LAMP (Linux, Apache, MySQL, PHP) stack, serverless LAMP ( Lambda , API Gateway, MySQL, PHP) applications are easier to scale and maintain while costing less than the alternative (using a pay-per-use model).

Serverless 59

Serverless PHP Applications Lambda 59

Cloudera

MARCH 22, 2023

Over the past handful of years, systems architecture has evolved from monolithic approaches to applications and platforms that leverage containers, schedulers, lambda functions, and more across heterogeneous infrastructures. Each has their own stacked layers of enabling technologies, from operating systems to containers to resources.

Metrics 85

Metrics Government Lambda Systems Administration 85

AWS Machine Learning - AI

JANUARY 26, 2024

Understanding and addressing LLM vulnerabilities, threats, and risks during the design and architecture phases helps teams focus on maximizing the economic and productivity benefits generative AI can bring. There are many other AWS Security training and certification resources available.

Artificial Inteligence 118

Artificial Inteligence Generative AI Security Applications 118

Linux Academy

MAY 2, 2019

In this blog series, I’ve covered how organizations that adopt Amazon Web Services empower themselves to drive measurable business success through cost savings , cost avoidance, and operational resilience , with dramatic reductions in downtime, improved resource efficiency at the task level, and greatly enhanced business agility.

AWS 84

AWS Linux Storage Lambda 84

RapidValue

AUGUST 4, 2020

Improper provisioning i.e. the allocation and management of cloud resources by the cloud provider to its clients can be a major challenge. Organizations should be able to anticipate how many resources they will require. Imperfect architecture design leads to applications that are poorly designed for cloud-based platforms.

Cloud 92

Cloud How To Azure AWS 92

iTexico

APRIL 15, 2020

The real transformation is in the adoption of serverless architecture, microservices, workflow automation. The Capacity of Mexican IT resources is growing every year and has ranked in the top QS World University Rankings 2018 features the world's best universities, 14 of which are in Mexico. Google, last year was very profitable.

Lambda 52

Lambda Serverless AWS Case Study 52

O'Reilly Media - Ideas

JANUARY 14, 2020

Get a basic understanding of serverless, then go deeper with recommended resources. While AWS Lambda is viewed as the specific technology that kicked off the movement, other vendors offer platforms for reducing operational overhead. Serverless for storage. Serverless technologies come in a few different versions.

Serverless 52

Serverless Lambda AWS Architecture 52

AWS Machine Learning - AI

MARCH 15, 2024

In this post, we show you how to build a speech-capable order processing agent using Amazon Lex, Amazon Bedrock, and AWS Lambda. Solution overview The following diagram illustrates our solution architecture. This can be done with a Lambda layer or by using a specific AMI with the required libraries. awscli>=1.29.57

Generative AI 116

Generative AI Lambda AWS Artificial Inteligence 116

AWS Machine Learning - AI

APRIL 18, 2024

Migrating to the cloud is an essential step for modern organizations aiming to capitalize on the flexibility and scale of cloud resources. With Amazon Bedrock, teams can input high-level architectural descriptions and use generative AI to generate a baseline configuration of Terraform scripts.

AWS 100

AWS Lambda Applications Generative AI 100

Linux Academy

MAY 1, 2019

In this blog series, I’ve covered how organizations that adopt Amazon Web Services empower themselves to drive measurable business success through cost savings , cost avoidance, and operational resilience , with dramatic reductions in downtime, improved resource efficiency at the task level, and greatly enhanced business agility.

AWS 60

AWS Linux Storage Lambda 60

Linux Academy

MAY 1, 2019

In this blog series, I’ve covered how organizations that adopt Amazon Web Services empower themselves to drive measurable business success through cost savings , cost avoidance, and operational resilience , with dramatic reductions in downtime, improved resource efficiency at the task level, and greatly enhanced business agility.

AWS 60

AWS Linux Storage Lambda 60

Capgemini

APRIL 20, 2022

Built with microservices and cloud-native architecture, DCP provides a scalable and extensible platform to support future business growth, including multiple brands management, geographic expansion, and analytics enabled by artificial intelligence. Solution architecture. Figure 6 – DCP architecture on AWS.

Cloud 52

Cloud AWS Microservices Architecture 52

AWS Machine Learning - AI

MAY 14, 2024

We provide LangChain and AWS SDK code-snippets, architecture and discussions to guide you on this important topic. The following diagram illustrates the solution architecture and workflow. However, in some cases, it’s impossible to label all the transcripts due to resource limitations.

Generative AI 83

Generative AI Artificial Inteligence AWS Applications 83

Stackery

APRIL 8, 2019

Anyone in the organization can self-service the cloud resources they want on demand. Access cloud resources on any device. Resource pooling. Compute resources should be managed efficiently. The appearance of infinite resources. The appearance of infinite resources. Resource pooling. Measured services.

Cloud 49

Cloud Serverless AWS Storage 49

AWS Machine Learning - AI

FEBRUARY 8, 2024

This significantly reduces the burden on human resources and allows employees to focus on more strategic and creative tasks. The code and resources required for deployment are available in the amazon-bedrock-examples repository. The following diagram illustrates the solution architecture.

Knowledge Base 116

Knowledge Base Insurance Lambda AWS 116

AWS Machine Learning - AI

APRIL 8, 2024

The following diagram shows the step-by-step architecture of this solution outlined in the following sections. The LlamaIndex Settings is a configuration object that provides commonly used resources and settings for indexing and querying operations in a LlamaIndex application.

Artificial Inteligence 96

Artificial Inteligence Applications Knowledge Base AWS 96

Palo Alto Networks

JULY 9, 2019

Most modern applications utilize a mix of platform as a service (PaaS), VMs, serverless and other resources offered by cloud service providers. Secure Public Cloud: Get continuous security monitoring, compliance validation and cloud storage security capabilities across multi-cloud environments.

Serverless 42

Serverless Lambda Compliance Firewall 42

Palo Alto Networks

JULY 9, 2019

Most modern applications utilize a mix of platform as a service (PaaS), VMs, serverless and other resources offered by cloud service providers. Secure Public Cloud: Get continuous security monitoring, compliance validation and cloud storage security capabilities across multi-cloud environments.

Serverless 42

Serverless Lambda Compliance Firewall 42

AWS Machine Learning - AI

FEBRUARY 19, 2024

The popular architecture pattern of Retrieval Augmented Generation (RAG) is often used to augment user query context and responses. Internally, Amazon Bedrock uses embeddings stored in a vector database to augment user query context at runtime and enable a managed RAG architecture solution.

Knowledge Base 95

Knowledge Base Artificial Inteligence Applications Lambda 95

AWS Machine Learning - AI

DECEMBER 22, 2023

Solution architecture The following diagram illustrates the solution architecture. Diagram 1: Solution Architecture Overview The agent’s response workflow includes the following steps: Users perform natural language dialog with the agent through their choice of web, SMS, or voice channels.

Generative AI 94

Generative AI Lambda AWS Technical Review 94

AWS Machine Learning - AI

FEBRUARY 9, 2024

API gateways can provide loose coupling between model consumers and the model endpoint service, and flexibility to adapt to changing model, architectures, and invocation methods. In this post, we show you how to build an internal SaaS layer to access foundation models with Amazon Bedrock in a multi-tenant (team) architecture.

Lambda 125

Lambda Generative AI AWS Microservices 125

Linux Academy

JUNE 25, 2019

To continually support you in your mission to learn and grow we are always adding new courses and resources. Towards the end of the course, the student will experience using CloudFormation with other technologies like Docker, Jenkins, and Lambda. Each month we will kick off our community content with a live study group.

Linux 60

Linux Course Cloud Google Cloud 60

Hypergrid

JANUARY 21, 2019

Compare that to how you operated in the on-premises world, where you controlled not just the servers, but also each individual path from server to storage and the perimeter around both. We do deep pricing analysis for AWS EC2, and our new relase adds support for AWS Lambda to offer even more breadth and depth in our pricing analysis.

AWS 40

AWS Tools Lambda Disaster Recovery 40

Hypergrid

JANUARY 21, 2019

Compare that to how you operated in the on-premises world, where you controlled not just the servers, but also each individual path from server to storage and the perimeter around both. We do deep pricing analysis for AWS EC2, and our new relase adds support for AWS Lambda to offer even more breadth and depth in our pricing analysis.

AWS 40

AWS Tools Lambda Disaster Recovery 40

The Citus Data

DECEMBER 7, 2019

The Windows Data and Intelligence team had been using a Lambda architecture for the Online Analytical Processing (OLAP) cubing workloads that powered the RQV analytics dashboard. Unfortunately, the architecture they were using for OLAP cubing workloads had encountered a significant obstacle. TB of memory, and 1.5

Azure 53

Azure Analytics Windows Weak Development Team 53

AWS Machine Learning - AI

MAY 7, 2024

Solution overview The entire infrastructure of the solution is provisioned using the AWS Cloud Development Kit (AWS CDK), which is an infrastructure as code (IaC) framework to programmatically define and deploy AWS resources. Transcripts are then stored in the project’s S3 bucket under /transcriptions/TranscribeOutput/. AWS CDK version 2.0

Artificial Inteligence 101

Artificial Inteligence Meeting Generative AI AWS 101

AWS Machine Learning - AI

APRIL 11, 2024

The following architecture diagram illustrates how you can use the Amazon Titan Multimodal Embeddings model with documents in an Amazon Simple Storage Service (Amazon S3) bucket for image gallery creation. An Amazon S3 object notification event invokes the embedding AWS Lambda function.

Artificial Inteligence 96

Artificial Inteligence Lambda AWS Machine Learning 96

AWS Machine Learning - AI

NOVEMBER 24, 2023

In this post, we dive into how Amazon Bedrock is transforming the product description generation process, empowering e-retailers to efficiently scale their businesses while conserving valuable time and resources. Manual translation and adaptation of product descriptions for each market consumes time and resources.

Generative AI 90

Generative AI eCommerce Lambda AWS 90

The Agile Monkey

DECEMBER 22, 2022

Booster Architecture Modeling a reactive backend is made easy with these building blocks! As an example, here is a subset of the backend we created for the Live Questions app: Live Questions Booster Architecture Let’s create our Booster backend! The high level of abstraction makes it intuitive, even for non-technical people.

Scalability 98

Scalability AWS Authentication Open Source 98

CircleCI

JULY 22, 2022

Most teams experience fluctuations in their resource demands throughout the workday, and maintaining unused compute capacity can result in unnecessary costs. If your application needs access to internal databases or sensitive resources for proper testing, you can deploy it to self-hosted runners behind your firewall.

AWS 98

AWS Lambda Meeting Software Review 98

Linux Academy

AUGUST 13, 2019

List the different cloud architecture design principles . Identify resources for security support . Identify resources for technology support . Identify resources for technology support . Identify resources available for billing support. Basic AWS Cloud architectural principles. Storage in AWS.

AWS 16

AWS Cloud Lambda Study 16