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.

AWS 129

AWS Artificial Inteligence Generative AI Lambda 129

Dzone - DevOps

OCTOBER 6, 2023

Cloud-native application development in AWS often requires complex, layered architecture with synchronous and asynchronous interactions between multiple components, e.g., API Gateway, Microservices, Serverless Functions, and system of record integration.

AWS 92

AWS Performance Applications Cloud 92

O'Reilly Media - Ideas

MAY 19, 2020

O’Reilly Learning > We wanted to discover what our readers were doing with cloud, microservices, and other critical infrastructure and operations technologies. More than half of respondent organizations use microservices. Technical leads and architects (about 11%) are next, followed by software and systems architects (9+%).

Cloud 144

Cloud Microservices Serverless Survey 144

RapidValue

OCTOBER 12, 2020

Over the past few years, we have witnessed that the use of Microservices as a means of driving agile best practices and accelerating software delivery, has become more and more commonplace. Key Features of Microservices Architecture. Microservices architecture follows the decentralized data management.

Microservices 53

Microservices AWS Architecture Applications 53

O'Reilly Media - Ideas

DECEMBER 5, 2018

Managed Machine Learning Systems and Internet of Things , January 9-10. Programming with Java Lambdas and Streams , January 22. Systems engineering and operations. Red Hat Certified System Administrator (RHCSA) Crash Course , January 7-10. Creating Serverless APIs with AWS Lambda and API Gateway , January 8.

Course 111

Course Artificial Inteligence Training Blockchain 111

AWS Machine Learning - AI

NOVEMBER 22, 2024

Using Amazon Bedrock, you can easily experiment with and evaluate top FMs for your use case, privately customize them with your data using techniques such as fine-tuning and Retrieval Augmented Generation (RAG), and build agents that execute tasks using your enterprise systems and data sources.

Generative AI 76

Generative AI AWS Technical Review Backup 76

Mike Roberts

DECEMBER 13, 2017

Lambda is a wonderful platform. that of the ability to overwhelm downstream systems with unfettered load?—?got The problems In Learning Lambda Part 9 , I described Lambda’s scaling behavior? Lambda can overwhelm downstream resources that do not have similar scaling properties. One of those edges?—?that

Lambda 40

Lambda AWS Architecture Microservices 40

Mike Roberts

DECEMBER 13, 2017

Lambda is a wonderful platform. that of the ability to overwhelm downstream systems with unfettered load?—?got The problems In Learning Lambda Part 9 , I described Lambda’s scaling behavior? Lambda can overwhelm downstream resources that do not have similar scaling properties. One of those edges?—?that

Lambda 40

Lambda AWS Architecture Microservices 40

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.

Serverless 40

Serverless Microservices Lambda How To 40

Mentormate

JANUARY 7, 2021

After several years of AWS users asking for it, this new EC2 instance allows Amazon Elastic Compute Cloud (EC2) to run macOS and all other Apple operating systems. 1ms Billing Granularity Adds Cost Savings to AWS Lambda. Since it launched in 2014, Lambda’s pricing model has remained pretty much unchanged — until now.

AWS 98

AWS Lambda Software Review Serverless 98

O'Reilly Media - Ideas

FEBRUARY 6, 2019

Get hands-on training in machine learning, microservices, blockchain, Python, Java, and many other topics. Beginner’s Guide to Writing AWS Lambda Functions in Python , March 1. Programming with Java Lambdas and Streams , March 5. Systems engineering and operations. Microservice Collaboration , March 7.

Artificial Inteligence 17

Artificial Inteligence Course Training Artificial Intelligence 17

Stacks on Stacks

NOVEMBER 29, 2018

Lambda layers and runtime API are two new feature of AWS Lambda which open up fun possibilities for customizing the Lambda runtime and enable decreased duplication of code across Lambda functions. Layers is aimed at a common pain point teams hit as the number of Lambdas in their application grows.

Lambda 40

Lambda Serverless AWS Continuous Delivery 40

O'Reilly Media - Ideas

MARCH 6, 2019

Systems engineering and operations. Beginner's Guide to Writing AWS Lambda Functions in Python , April 1. Microservice Fundamentals , April 15. Designing Serverless Architecture with AWS Lambda , April 15-16. Microservice Collaboration , April 16. Creating Serverless APIs with AWS Lambda and API Gateway , May 8.

Course 15

Course Artificial Inteligence Training Machine Learning 15

O'Reilly Media - Ideas

JANUARY 2, 2019

Managed Machine Learning Systems and Internet of Things , January 9-10. Managed Machine Learning Systems and Internet of Things , March 6-7. Programming with Java Lambdas and Streams , January 22. Systems engineering and operations. Red Hat Certified System Administrator (RHCSA) Crash Course , January 7-10.

Course 86

Course Artificial Inteligence Training Blockchain 86

O'Reilly Media - Ideas

DECEMBER 21, 2018

AWS System Administration — Federico Lucifredi and Mike Ryan show developers and system administrators how to configure and manage AWS services, including EC2, CloudFormation, Elastic Load Balancing, S3, and Route 53.

AWS 67

AWS Resources Lambda Serverless 67

Confluent

JULY 10, 2019

Each individual Streams application was deployed as a standalone microservice, and we used the Gradle Application plugin to build and deploy these services. applicationName = 'wordcount-lambda-example'. // Default artifact naming. The packaging of payloads for Oracle WMS Cloud. group = 'com.redpillanalytics'. version = '1.0.0'.

Lambda 89

Lambda Analytics Testing Groups 89

Mobilunity

APRIL 7, 2025

With the increasing adoption of next-gen technologies 94% of enterprises adopting cloud services, 97% using or planning to embrace microservices, and 97% relying on APIs for digital transformation businesses demand resilient and flexible backend solutions to stay competitive. Lets review them in detail in the table below.

UI/UX 40

UI/UX Technical Review Development Software Review 40

AWS Machine Learning - AI

MAY 15, 2024

The request is then processed by AWS Lambda , which uses AWS Step Functions to orchestrate the process (step 2). Finally, the Lambda function receives the image and meta-data (step 7) which are then sent to the Amazon Ads client service through the API Gateway (step 8). The Amazon API Gateway receives the PUT request (step 1).

Generative AI 118

Generative AI Artificial Inteligence Advertising Technical Review 118

Perficient

FEBRUARY 17, 2025

Java (Spring Boot) : A Java-based framework that simplifies the development of enterprise-level applications with built-in tools for microservices, security, and database integration. Kubernetes : An open-source container orchestration system that automates the deployment, scaling, and management of containerized applications.

Development 52

Development Software Review Technical Review Systems Review 52

Stackery

OCTOBER 14, 2019

With AWS Lambda as one of the top technology keywords for this year’s event, there are many sessions to sift through – Here are some of my favorites. Building microservices with AWS Lambda SVS343-R. Serverless is a lot more than functions and Chris will show you how to use functions as part of a complete microservice.

Serverless 13

Serverless Lambda AWS Microservices 13

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., The key to event-first systems design is understanding that a series of events captures behavior.

Serverless 109

Serverless Lambda AWS Systems Review 109

O'Reilly Media - Ideas

JUNE 4, 2019

Get hands-on training in Docker, microservices, cloud native, Python, machine learning, and many other topics. Reinforcement Learning: Building Recommender Systems , August 16. Systems engineering and operations. How Routers Really Work: Network Operating Systems and Packet Switching , June 21. AI and machine learning.

Course 92

Course Training Artificial Inteligence Software Review 92

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. It’s too evident for people in the fancy stage of serverless adoption to feel good about what they are doing but are totally unsure of what’s going on inside their system. What kind of metric tooling will you opt for?

Serverless 59

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.

Serverless 73

Serverless Microservices Lambda IoT 73

Honeycomb

MARCH 24, 2022

Observability came out of microservices and cloud-native, right? On both counts—yeah, it sorta came out of microservices and cloud native, and yeah sorta, you need it with a simpler architecture (though perhaps not as desperately as you otherwise might). The need for observability grew forth from microservices and cloud native.

Microservices 59

Microservices Architecture Metrics PHP 59

Stackery

DECEMBER 6, 2019

And microservice-composition is much more interesting when you don’t have to worry about scaling. Once you introduce microservices, the kind of problems you’re chasing are simpler. and the actual application services; in this case, a Lambda Function. tenant context, role, etc) Custom authorizer Lambda.

Serverless 52

Serverless Lambda Microservices AWS 52

Altexsoft

AUGUST 31, 2021

Microservices and API gateways. It’s also an architectural pattern, which was initially created to support microservices. Hard to update and implement new technologies, the monolith started being replaced by a new architectural pattern — microservices. What is an API gateway? Source: Netflix Technology Blog.

Microservices 64

Microservices Serverless How To Load Balancer 64

Modus Create

MAY 15, 2023

You don’t have to manage servers to run apps, storage systems, or databases at any scale. Since it was an isolated feature, we created a separate Lambda function for it on AWS. Serverless architecture usually requires expertise in event-driven programming, microservices, and a deep understanding of the enterprise cloud ecosystem.

Serverless 75

Serverless Lambda Architecture AWS 75

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. PaaS providers offered a more complete application stack, like operating systems and databases to run in the cloud and be managed by the vendor. AWS Lambda.

Serverless 68

Serverless Azure AWS Architecture 68

Stackery

SEPTEMBER 3, 2019

So how does a serverless developer even begin to undertake it without the Dewey decimal system? 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.

Serverless 71

Serverless AWS Lambda Part-Time VPE 71

Abhishek Tiwari

OCTOBER 8, 2016

Functions as a service (FaaS) is an emerging pattern to build APIs and microservices at scale. You can use various FaaS implementations such as AWS Lambda, Azure Functions, and Google Cloud Functions to build APIs ecosystem for your organisation.

Lambda 52

Lambda Serverless Google Cloud Microservices 52

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.

Serverless 40

Serverless Lambda Microservices Google Cloud 40

Prisma Clud

JUNE 20, 2023

Not All Applications Are Built the Same If only the cloud-native world consisted of containerized microservices on Kubernetes clusters. It must also integrate with different workload types, as well as operating systems like Linux or Windows and architectures like x64 or ARM.

Cloud 105

Cloud Development Team Review Serverless Linux 105

Hu's Place - HitachiVantara

APRIL 24, 2018

Serverless computing is provided by a cloud service provider like AWS Lambda. or Python), set a few simple configuration parameters, and upload everything (along with required dependencies) to Lambda. Lambda persists the container until the function has done its job, then disappears. Serverless computing is used with containers.

Serverless 56

Serverless Lambda Software Review AWS 56

Strategic Tech

JULY 21, 2020

Most organisations go through an architecture modernisation effort at some point as their systems drift into a state of intolerable maintenance costs and they diverge too far from modern technological advances. DDD calls the boundaries Bounded Contexts but you can think of them as microservices if you prefer. no shared databases).

Architecture 98

Architecture Technical Review Software Review Microservices 98

O'Reilly Media - Ideas

MAY 1, 2019

Reinforcement Learning: Building Recommender Systems , June 17. Inside Unsupervised Learning: Generative Models and Recommender Systems , June 26. Beginner’s Guide to Writing AWS Lambda Functions in Python , June 28. Systems engineering and operations. Deploying Container-Based Microservices on AWS , June 10-11.

Course 60

Course Training Artificial Inteligence Machine Learning 60

O'Reilly Media - Ideas

MAY 3, 2022

It’s part of the TinyML movement: machine learning for small embedded systems. OpenAI’s DALL-E 2 is a new take on their system (DALL-E) for generating images from natural language descriptions. Lambda Function URLs automate the configuration of an API endpoint for single-function microservices on AWS.

Artificial Inteligence 121

Artificial Inteligence Trends Energy Software Review 121