AWS Machine Learning - AI

NOVEMBER 18, 2024

The Step Functions state machine invokes AWS Lambda functions to get a findings summary and remediation steps through Amazon Bedrock. The workflow invokes a Lambda function and passes the GuardDuty findings details. The Lambda function calls Anthropic’s Claude 3 Sonnet model through Amazon Bedrock APIs with the input request.

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Lambda Cloud AWS Generative AI 70

Xebia

AUGUST 29, 2023

VPC Lattice offers a new mechanism to connect microservices across AWS accounts and across VPCs in a developer-friendly way. Transit VPCs are a specific hub-and-spoke network topology that attempts to make VPC peering more scalable. A target group can refer to Instances, IP addresses, a Lambda function or an Application Load Balancer.

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AWS Load Balancer Microservices Lambda 130

Sunflower Lab

APRIL 12, 2018

Benefits of microservices architecture and business value it delivers to organizations planning to embrace enterprise agility through automated processes. What are microservices? The microservice architecture helps to reduce development complexity. Why businesses require microservices? When to use microservices.

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Microservices Architecture Lambda AWS 68

Apiumhub

NOVEMBER 12, 2018

Lambda world Cádiz , one of the most important conferences on functional programming in Europe, took place in Cádiz on October 25 and 26. Lambda World started with an unconference where several people gave lightning talks. Lambda World unconference . Lambda World workshops. The workshops were of a high level!

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Lambda Architecture Programming Weak Development Team 62

TIBCO - Connected Intelligence

OCTOBER 19, 2020

One way to build this agility is by evolving to a microservices architecture. Microservices are very small units of executable code. Microservices can be used to break up monoliths into individual, highly cohesive business services that are deployed in containers and serverless environments. Click To Tweet.

Microservices 49

Microservices AWS Applications How To 49

CIO

JANUARY 16, 2023

Kirkland, whose work with SustainabilityIT.org underscores his passion about driving more sustainable IT operations across the industry, believes IT is entering a critical moment in time when advances in the cloud and services such as Lambda can help make a difference.

Hotels 362

Hotels Sustainability Cloud Data Center 362

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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Serverless Microservices Lambda How To 40

AWS Machine Learning - AI

JULY 3, 2024

AWS Step Functions is a visual workflow service that helps developers build distributed applications, automate processes, orchestrate microservices, and create data and machine learning (ML) pipelines. The steps could be AWS Lambda functions that generate prompts, parse foundation models’ output, or send email reminders using Amazon SES.

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AWS Artificial Inteligence Generative AI Lambda 130

Cloudera

NOVEMBER 16, 2021

NiFi as a Function in DataFlow Service provides an efficient, cost optimized, scalable way to run NiFi flows in a completely serverless fashion. Functions as a Service (FaaS) is a category of cloud computing services that all main cloud providers are offering (AWS Lambda, Azure Functions, Google Cloud Functions, etc).

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Serverless Lambda Microservices KPI 110

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. A Culture of Rapid Innovation with DevOps, Microservices, and Serverless. Scalable Serverless Architectures Using Event-Driven Design. Useful content delivered by serverless visionary, Chris Munns.

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AWS Serverless Lambda Microservices 105

Xicom

MARCH 16, 2021

Taking AWS, as an example, you can create a serverless monolith by using a single AWS Lambda function for the back-end. Today, the serverless architecture facilitates teams to maximize agility, scalability, and efficiency for client-facing apps and crucial workloads. GIve Sufficient Time For Lambda and API Gateways Configuration.

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Serverless Lambda Development Microservices 59

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. New use cases: event-driven, batch, and microservices.

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Serverless Microservices Lambda IoT 72

Modus Create

MAY 15, 2023

Legacy databases can’t scale fluidly with your serverless functions, creating a major bottleneck in the scalability of your serverless application. Since it was an isolated feature, we created a separate Lambda function for it on AWS. In the AWS world, the go-to options for solving this issue would be DyanamoDB or Aurora Serverless.

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Serverless Lambda Architecture AWS 98

The Agile Monkey

SEPTEMBER 14, 2018

The technology that will change how we build backend systems forever TL;DR: Serverless is a new approach to backend software development, where new systems can be created out of existing third-party services and tools using lambda functions to glue them together. Serverless is an evolution of the microservices concept.

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Stackery

JUNE 26, 2019

When it comes to developing for serverless, I’ve been beating the drum for some time that there are fundamental problems with how you write code for serverless functions , namely AWS Lambda. Essentially: waiting 15 minutes for your Lambda code to deploy is a fine way to run a production deploy but not a great way to experiment with new code.

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Serverless Lambda Development Microservices 61

Prisma Clud

JUNE 20, 2023

This transformative era presents incredible opportunities for organizations to unlock their potential and reap the benefits of scalability, flexibility and enhanced security. Not All Applications Are Built the Same If only the cloud-native world consisted of containerized microservices on Kubernetes clusters.

Cloud 105

Cloud Development Team Review Serverless Linux 105

Capgemini

APRIL 20, 2022

Business functions are exposed as pre-built REST APIs following microservice principles. Figure 4 – DCP business-function microservices. Then, appropriate microservices and resources will be deployed to the user’s AWS account through Amazon Elastic Container Registry (Amazon ECR) and AWS CloudFormation.

Cloud 52

Cloud AWS Microservices Architecture 52

Stackery

JULY 3, 2019

Wild Rydes: Build a full-stack serverless ride-sharing app with Lambda. Introducing Wild Rydes, a new, innovative unicorn transportation service using AWS Lambda, AWS Step Functions, Amazon DynamoDB, Amazon API Gateway, and Amazon Kinesis. Scalable serverless architectures using event-driven design. Mandus Momberg, AWS.

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Serverless AWS Lambda Software Review 40

CircleCI

MAY 27, 2022

The leading offerings are AWS Lambda , Azure Functions , and Google Cloud Functions , each with many integrations within the associated ecosystems. They are ideal for providing API endpoints or microservices. Most cloud providers offer serverless functions, which they may refer to as functions as a service (FaaS). What are containers?

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Serverless Applications Technical Review Microservices 52

Stackery

SEPTEMBER 3, 2019

AM, Chase, and Eric kicked off the first week of SSS by sharing the basics of getting started with a tutorial on locally debugging AWS Lambda functions and other serverless resources with Stackery. Debug a simple app where you’ve got a topic connected to a Lambda function that then uploads them to an AWS table.

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Serverless AWS Lambda Part-Time VPE 71

Stacks on Stacks

NOVEMBER 1, 2018

At its core, serverless development is all about combining managed services in the cloud to create applications and microservices. However, because serverless apps typically involve coordinating many small components (Lambda functions, IAM permissions, API & GraphQL gateways, datastores, etc.)

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Serverless DevOps Microservices AWS 40

CircleCI

OCTOBER 20, 2020

Starting with a collection of Docker containers, Kubernetes can control resource allocation and traffic management for cloud applications and microservices. It is tempting to think that only microservices orchestrated via Kubernetes can scale — you’ll read a lot of this on the internet. Does that mean it is time for Kubernetes?

Microservices 69

Microservices Technical Review Load Balancer Azure 69

Altexsoft

DECEMBER 28, 2018

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. But, generally the unambiguous benefits of serverless architecture are: Lower costs and scalability. AWS Lambda. Azure Functions by Microsoft.

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Serverless Azure AWS Architecture 68

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. Serverless became the new thing, but those who put their eggs in the Kubernetes basket resisted the shift from containers to functions.

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Serverless Blockchain Open Source Lambda 63

CloudGeometry

FEBRUARY 7, 2022

One customer might be using 100% of their tenant resources, while another customer’s tenant resources sit idle; hence, the model offers limited scalability and reduced agility. On the other hand, the cost profile, access patterns, and agility of another microservice may necessitate using a Pool model.

Architecture 130

Architecture Policies Resources Construction 130

O'Reilly Media - Ideas

JANUARY 14, 2020

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. For instance, AWS CloudWatch logging costs will increase rapidly as AWS Lambdas write to it.

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Serverless AWS Lambda Architecture 52

Stackery

MARCH 3, 2020

If the business goal is time-to-market and delivering applications fast and in a way that is manageable, secure, and scalable, then most of the time Kubernetes is the wrong choice for your organization. The most well-known example of serverless today is the AWS Lambda service., Serverless Pragmatism.

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Serverless Lambda Infrastructure Insurance 52

O'Reilly Media - Ideas

JANUARY 2, 2019

Programming with Java Lambdas and Streams , January 22. Creating Serverless APIs with AWS Lambda and API Gateway , January 8. Microservice Fundamentals , January 10. Microservices Architecture and Design , January 16-17. Domain-Driven Design and Event-Driven Microservices , January 22-23.

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Course Artificial Inteligence Training Blockchain 59

Confluent

FEBRUARY 27, 2019

Given that it is at a relatively early stage, developers are still trying to grok the best approach for each cloud vendor and often face the following question: Should I go cloud native with AWS Lambda, GCP functions, etc., or invest in a vendor-agnostic layer like the serverless framework ? There are many benefits to FaaS: Lightweight.

Serverless 109

Serverless Lambda AWS Systems Review 109

Agile Engine

DECEMBER 3, 2023

35–48% savings reported by AWS for companies like Koch and Parsons 50% increase in costs reported by clients due to unoptimized AWS infrastructure Our experience: cutting AWS bills by up to 80% The optimization of AWS infrastructure and use has been a part of several of our projects focused on DevOps, microservices, and cloud migration.

UI/UX 52

UI/UX Budget Applications Technical Review 52

TIBCO - Connected Intelligence

MAY 19, 2021

When applications are composed using containerized microservices or serverless functions, teams of developers can each own and evolve an individual unit of functionality at the same time. Modern iPaaS offerings like TIBCO Cloud Integration allow you to deploy APIs and integrations as highly scalable cloud-native apps.

Architecture 26

Architecture Applications Cloud Microservices 26

Palo Alto Networks

DECEMBER 12, 2019

As defined by the Cloud Native Computing Foundation : Cloud native technologies empower organizations to build and run scalable applications in modern, dynamic environments such as public, private and hybrid clouds. Containers, service meshes, microservices, immutable infrastructure and declarative APIs exemplify this approach.

Cloud 66

Cloud Serverless Lambda Weak Development Team 66

O'Reilly Media - Ideas

JUNE 4, 2019

Get hands-on training in Docker, microservices, cloud native, Python, machine learning, and many other topics. Scalable Data Science with Apache Hadoop and Spark , July 16. Microservices Architecture and Design , July 8-9. Domain-driven design and event-driven microservices , July 23-24. AI and machine learning.

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Course Training Artificial Inteligence Software Review 66

Stacks on Stacks

NOVEMBER 7, 2018

Database passwords, account passwords, API keys, private keys, other confidential data… A modern cloud application with multiple microservices is filled with confidential data that needs to be separated and managed. These are bad ideas which make your serverless apps less secure and introduce scalability problems.

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Abhishek Tiwari

NOVEMBER 3, 2018

Recently I was asked about content management systems (CMS) of the future - more specifically how they are evolving in the era of microservices, APIs, and serverless computing. Any organisation pursuing microservices strategy will find hard to fit a traditional CMS in their ecosystem. At the core, a traditional CMS is a monolith.

Systems Review 63

Systems Review System Microservices Software Review 63

O'Reilly Media - Ideas

JUNE 5, 2019

Get hands-on training in Docker, microservices, cloud native, Python, machine learning, and many other topics. Scalable Data Science with Apache Hadoop and Spark , July 16. Microservices Architecture and Design , July 8-9. Domain-driven design and event-driven microservices , July 23-24. AI and machine learning.

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Course Training Artificial Inteligence Software Review 50

Perficient

MARCH 13, 2023

As Openshift native, Pipelines are very scalable as they leverage the Openshift infrastructure to execute tasks on pods, which can be very finely tuned for maximum performance and high availability, integrate with the Openshift RBAC and storage. but it’s very useful to autoscale REST services as well.

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Serverless Azure Metrics AWS 83