Prisma Clud

JUNE 6, 2024

Evaluating Public Access Across Cloud Providers Many architectural design questions arise when it comes to the use of serverless functions in cloud environments. AWS Cheat Sheet: Is my Lambda exposed? Security Considerations for AWS Lambda Functions AWS’ main serverless offering is Lambda functions. Already an expert?

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Cloudera

SEPTEMBER 30, 2022

DFF provides an efficient, cost optimized, scalable way to run NiFi flows in a completely serverless fashion. This is the first complete no-code, no-ops development experience for functions, allowing users to save time and resources. . Optimize cost and eliminate infrastructure management. The right runtime for your use cases.

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Serverless Lambda Google Cloud Azure 81

CIO

OCTOBER 13, 2022

Through ICCA, IBM operationalizes its institutional knowledge while delivering a variety of resources such as expert rules, tools, technical assets, and industry solution starter kits. The mandate for modernization is clear, but the pathway is still ill-defined. For more information, visit [link].

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Modus Create

MAY 15, 2023

When serverless architecture became all the rage a few years ago, we wondered whether it was just marketing hype. Serverless architecture’s popularity has risen over the past 5 years. So here are five questions you should ask before adopting the serverless architecture: 1. Was serverless really cloud 2.0

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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. Principles of a good Data Architecture Successful data engineering is built upon rock-solid architecture.

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Data Engineering Engineering Data Technical Review 130

Cloudera

NOVEMBER 16, 2021

With the general availability of Cloudera DataFlow for the Public Cloud (CDF-PC) , our customers can now self-serve deployments of Apache NiFi data flows on Kubernetes clusters in a cost effective way providing auto scaling, resource isolation and monitoring with KPI-based alerting. How does this translate in NiFi?

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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

Xebia

AUGUST 29, 2023

With common compute resources most (serial) computing challenges can be solved. Resources are available on-demand, no ordering/waiting time for the deployment of resources. It provides a powerful and scalable platform for executing large-scale batch jobs with minimal setup and management overhead. Reduced ongoing costs.

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Stackery

MAY 14, 2020

Shah of AWS gives a tour of the features and how it enables you to run arbitrary Python or Spark in a scalable environment. Scalable Serverless Architectures Using Event-Driven Design. Serverless architecture frees you to focus on solving business problems without the burden of managing infrastructure on AWS.

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Capgemini

DECEMBER 7, 2020

Unless these activities are linked, decision makers can miss opportunities to make their IT resources more agile, efficient, and ready to respond to the future needs of the company. Take, for example, serverless architecture, for which AWS has more than 50 services.

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Serverless Business Transformation Architecture Analysis 52

Stackery

AUGUST 11, 2020

Serverless + JAMstack is where web app architectures are going. Our secure delivery platform is used to ship Lambda functions, HTTP Gateways, Aurora database clusters, and many more services which you can view usage of in Anna’s blog on the topic. Stackery is focused on helping developers leverage the power of AWS managed services.

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Blue Sentry

APRIL 26, 2023

You can also build automation using Lambda Functions with custom triggers like AutoScaling Lifecycle Hooks, have a Load Balancer in front of your servers to balance the traffic as well as have DNS management in Route53. THE PAYOFF Blue Sentry created a Terraform module that uses the AWS provider to deploy resources.

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Trigent

APRIL 7, 2022

This paved the way for application containers where instead of creating separate instances of the OS for each application, they just made secure spaces for them to run while broadly sharing the OS resources. Some of the top-rated serverless solutions are AWS-Lambda and Google-Cloud-functions. Enter serverless computing.

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AWS Machine Learning - AI

MAY 30, 2024

In this post, we describe how CBRE partnered with AWS Prototyping to develop a custom query environment allowing natural language query (NLQ) prompts by using Amazon Bedrock, AWS Lambda , Amazon Relational Database Service (Amazon RDS), and Amazon OpenSearch Service. A Lambda function with business logic invokes the primary Lambda function.

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AWS Lambda Artificial Inteligence Performance 97

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. .

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The Agile Monkey

NOVEMBER 16, 2018

From Microservices to Serverless: How to avoid converting “Distributed monolith” microservices into “Serverless monoliths” Learning from the past: converting a monolith into… a worse monolith When microservices became mainstream, a lot of companies started to migrate their monolithic systems to a distributed microservice architecture.

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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. A 45% Cloud resource reduction.

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Lambda Serverless AWS Case Study 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

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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.

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Cloud AWS Microservices Architecture 52

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.

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Artificial Inteligence Generative AI Security Applications 115

O'Reilly Media - Ideas

JANUARY 14, 2020

Get a basic understanding of serverless, then go deeper with recommended resources. Serverless also offers an innovative billing model and easier scalability. While AWS Lambda is viewed as the specific technology that kicked off the movement, other vendors offer platforms for reducing operational overhead. In What is Serverless?

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Serverless Lambda AWS Architecture 52

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.

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Cloud How To Azure AWS 92

Xebia

MAY 21, 2024

Many companies across various industries prioritize modernization in the cloud for several reasons, such as greater agility, scalability, reliability, and cost efficiency, enabling them to innovate faster and stay competitive in today’s rapidly evolving digital landscape.

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AWS Strategy Serverless Microservices 130

ParkMyCloud

AUGUST 6, 2020

Soon, there were thousands of articles, tweets, blog posts, and conference talks about moving to a microservices architecture built on containers using Kubernetes to manage the pods and services. You don’t have the same resources, or the same problems as that huge company. You’re (Probably) Not Google.

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Stackery

AUGUST 15, 2019

In the cloud application development world, the bare minimum may mean constructing an app that meets functionality criteria but does not meet scalability, high-availability, or security needs. Solving the hardest software problems we face usually means adopting the best architectural patterns available.

Software Engineering 49

Software Engineering Engineering Software Serverless 49

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.

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Knowledge Base Artificial Inteligence Applications Lambda 92

Stacks on Stacks

NOVEMBER 1, 2018

However, because serverless apps typically involve coordinating many small components (Lambda functions, IAM permissions, API & GraphQL gateways, datastores, etc.) We’ve seen teams deliver highly scalable, fault-tolerant services in days instead of months to replace functionality in monoliths and legacy systems.

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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.

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Artificial Inteligence Lambda AWS Machine Learning 93

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.

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Lambda Generative AI AWS Microservices 122

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

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Artificial Inteligence Meeting Generative AI AWS 97

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.

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Generative AI eCommerce Lambda AWS 87

CircleCI

JULY 22, 2022

Self-hosted runners allow you to host your own scalable execution environments in your private cloud or on-premises, giving you more flexibility to customize and control your CI/CD infrastructure. Resource classes: Self-hosted runners are grouped into uniquely named resource classes that are used for identification and to assign jobs.

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AWS Lambda Meeting Software Review 98

Cloud Conformity

MARCH 1, 2019

Not only does it involve recovery from failure or service disruptions, but it also includes the issue of capacity management and scalability. We can fall into the trap of not wanting to overspend on resources, however by utilising AWS Cloud Watch alarms and setting limits you can be sure that what you have is entirely sufficient.

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AWS Machine Learning - AI

MAY 17, 2024

The application uses event-driven architecture (EDA), a powerful software design pattern that you can use to build decoupled systems by communicating through events. It invokes an AWS Lambda function with a token and waits for the token. The Lambda function builds an email message along with the link to an Amazon API Gateway URL.

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Artificial Inteligence Generative AI Systems Review Software Review 105

Sunflower Lab

APRIL 12, 2018

Benefits of microservices architecture and business value it delivers to organizations planning to embrace enterprise agility through automated processes. The microservice architecture helps to reduce development complexity. There are several other benefits of using microservices architecture. Architecture is goal-oriented.

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Microservices Architecture Lambda AWS 68

Altexsoft

SEPTEMBER 6, 2023

Understanding Serverless Architecture Serverless computing , contrary to its name, doesn’t mean servers are absent. Instead, it refers to a model where the cloud service provider fully manages the execution of a developer’s code by dynamically allocating machine resources. Let’s get started. Cost-Efficiency.

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Serverless Applications Cloud AWS 52

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. Focus on business needs.

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Serverless Azure AWS Architecture 68