Dzone - DevOps

FEBRUARY 5, 2023

Welcome to our tutorial on deploying a machine learning (ML) model on Amazon Web Services (AWS) Lambda using Docker. In this tutorial, we will walk you through the process of packaging an ML model as a Docker container and deploying it on AWS Lambda, a serverless computing service. So, let’s get started!

Machine Learning 98

Machine Learning Artificial Inteligence Lambda AWS 98

Dzone - DevOps

MARCH 26, 2022

This is an article from DZone's 2022 DevOps Trend Report. Continuous integration (CI) and continuous delivery (CD) are crucial parts of developing and maintaining any cloud-native application. Cloud native (or cloud based) simply means that an application utilizes cloud services. For more: Read the Report.

Applications 105

Applications Cloud Azure Lambda 105

Dzone - DevOps

MAY 10, 2023

Setting Up This is a simple example of using Terraforms cloud development kit (CDKTF) to create a Lambda function in AWS in Typescript. Learning HCL and its nuances in a declarative manner and configuring it all for different environments is a bit of a learning curve.

Lambda 91

Lambda AWS Infrastructure Cloud 91

DevOps.com

DECEMBER 3, 2021

At the AWS re:Invent conference this week, Sumo Logic announced that in addition to collecting log data, metrics and traces, it now can collect telemetry data from the Lambda serverless computing service provided by Amazon Web Services (AWS). The post Sumo Logic Extends Observability Reach to AWS Lambda appeared first on DevOps.com.

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Lambda AWS Serverless Metrics 114

Linux Academy

MARCH 29, 2019

As I detailed in a previous blog post, I’m continuing to update the Linux Academy AWS DevOps Pro certification course. The course has three new sections (and Lambda Versioning and Aliases plays an important part in the Lambda section): Deployment Pipelines. AWS Lambda, and. AWS Lambda and Serverless Concepts.

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Lambda AWS Serverless DevOps 60

DevOps.com

SEPTEMBER 12, 2022

A crucial question that plagues cloud application developers is, “What kind of storage should we use for our app?” Unlike other choices like compute runtimes—Lambda/serverless, containers or virtual machines—data storage choice is highly sticky and makes future application improvements and migrations much harder.

Storage 121

Storage Cloud Lambda Serverless 121

Dzone - DevOps

AUGUST 23, 2023

Explore the step-by-step process of deploying a Lambda-backed API using AWS CDK in this detailed guide. Ideal for both beginners and experienced developers, this guide offers practical examples and clear explanations to help you manage complex cloud infrastructure effectively.

Lambda 52

Lambda AWS Infrastructure Testing 52

DevOps.com

MARCH 28, 2019

The post Comparing Nuclio and AWS Lambda appeared first on DevOps.com. This frees your engineers to focus on building what your customers want from you—the features that differentiate your business from your competitors’ For this philosophy to work, however, the platform needs to not only give you the […].

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Lambda AWS Serverless Infrastructure 111

Dzone - DevOps

JANUARY 18, 2023

The AWS console allows the user to create and update cloud infrastructure resources in a user-friendly manner. Despite all the advantages that such a high-level tool might have, using it is repetitive and error-prone.

Lambda 59

Lambda AWS Serverless Infrastructure 59

Apps Associates

JUNE 23, 2022

Introducing DevOps, an acronym given to the combination of Development and Operations used to streamline and accelerate the development and deployment of new applications using infrastructure as code and standardized, repeatable processes. Faster on-boarding onto cloud platforms. DevOps Ready. Cloud ready.

DevOps 52

DevOps Load Balancer Organization AWS 52

Apiumhub

MARCH 12, 2024

In the past few years, cloud computing has become a common word. In fact, According to the Worldwide Semiannual Public Cloud Services Spending Guide, worldwide spending on public cloud services will grow at a 19.4% Cloud Computing Trends: What is Cloud Computing?

Trends 52

Trends Innovation Cloud Serverless 52

TechCrunch

MAY 3, 2022

Edge Delta aims its tools at DevOps, site-reliability engineers and security teams — groups that focus on analyzing logs, metrics, events, traces and other large data troves, often in real time, to do their work. Edge Delta elegantly streamlines companies’ abilities to wield their growing avalanche of data in any form.

Data 192

Data Artificial Inteligence Lambda Analytics 192

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.

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AWS Performance Applications Cloud 92

DevOps.com

FEBRUARY 3, 2020

Datadog published a report that shows nearly half of organizations using the company’s IT monitoring platform have embraced the AWS Lambda serverless computing framework. The post Datadog Sees Spike in AWS Lambda Serverless Adoption appeared first on DevOps.com.

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Lambda Serverless AWS Product Management 80

DevOps.com

JULY 25, 2019

Stackery today announced a plug-in capability that will allow developers to build and debug code destined to run on the Lambda serverless computing service provided by Amazon Web Services (AWS) from within an integrated development environment (IDE) running on a local machine.

Serverless 98

Serverless AWS DevOps Lambda 98

AWS Machine Learning - AI

FEBRUARY 6, 2024

The WebSocket triggers an AWS Lambda function, which creates a record in Amazon DynamoDB. Another Lambda function gets triggered with a new message in the SQS queue. The Lambda function reads the job ID and invokes an AWS Step Functions workflow for processing data files. The response data is stored in DynamoDB.

Generative AI 98

Generative AI AWS Lambda Technical Review 98

Dzone - DevOps

APRIL 24, 2023

Cloud computing has revolutionized the software industry in the last 10 years. Today, most organizations prefer to host applications and services on the cloud due to ease of deployment, high security, scalability, and cheap maintenance costs over on-premise infrastructure.

AWS 98

AWS Lambda Software Review Machine Learning 98

Dzone - DevOps

APRIL 21, 2021

With the increasing popularity and adoption of services like AWS Lambda and Fargate, serverless technologies are gaining more attention in every company's technology stack. Serverless adoption has become a boon and desirable option to meet DevOps firms' unique needs.

Serverless 116

Serverless Lambda DevOps AWS 116

Dzone - DevOps

OCTOBER 2, 2023

In this blog post, you will learn how to build a Serverless solution for entity detection using Amazon Comprehend , AWS Lambda , and the Go programming language. Text files uploaded to Amazon Simple Storage Service (S3) will trigger a Lambda function which will further analyze it, extract entity metadata (name, type, etc.)

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Serverless AWS Lambda Applications 97

Dzone - DevOps

FEBRUARY 23, 2023

But, it can be quite confusing how to run a container on the cloud. You could certainly deploy these containers to servers on your cloud provider using Infrastructure as a Service (IaaS). Table of Contents How To Run a Docker Container on the Cloud Using a Container Registry Using Container-as-a-Service Why Should I Use CaaS?

Cloud 75

Cloud Lambda How To Google Cloud 75

Firemon

OCTOBER 10, 2023

Two years ago, FireMon elevated its game by introducing real-time features in our Cloud Defense platform. This was a significant development because it transformed our tool from a basic safety checker into a full-fledged cloud security guardian. In future posts, we will provide details on how we implement it for Azure and GCP.

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Lambda AWS Cloud Compliance 59

RapidValue

AUGUST 4, 2020

Cloud computing has changed the way we engineer and deliver applications. As cloud computing models have begun to proliferate and evolve, it’s critical that technology leaders start making informed decisions about which products, services, and payment models deliver the best results. Key Challenges of Cloud Cost Optimization.

Cloud 92

Cloud How To Azure AWS 92

Tenable

JANUARY 8, 2024

Securing running workloads in the public cloud and meeting compliance standards are non-negotiable for most organizations. With audit and compliance requirements being a known dilemma in cloud infrastructure, “learning to love it” may sound more fanciful than realistic.

Compliance 81

Compliance Weak Development Team Lambda Guidelines 81

DevOps.com

DECEMBER 1, 2022

In this week’s The Long View: SnapStart Turbocharges Lambda, Graviton3E ARM HPC SoC, AWS continues hiring, and AWS’s Origin Story. The post AWS re:Invent — Top 4 Things We Learned This Week appeared first on DevOps.com.

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AWS Lambda Continuous Delivery DevOps 138

DevOps.com

JANUARY 26, 2024

For DevOps teams, serverless computing brings a paradigm shift in how applications are built, deployed and managed.

Serverless 61

Serverless DevOps How To Applications 61

Dzone - DevOps

JUNE 15, 2023

In this blog post, you will learn how to build a serverless solution for invoice processing using Amazon Textract , AWS Lambda , and the Go programming language. Invoices and expense receipt images uploaded to Amazon S3 will trigger a Lambda function which will extract invoice metadata (ID, date, amount, etc.)

Serverless 88

Serverless AWS Lambda Applications 88

Dzone - DevOps

MAY 1, 2023

With the growth of the application modernization demands, monolithic applications were refactored to cloud-native microservices and serverless functions with lighter, faster, and smaller application portfolios for the past years.

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Serverless Lambda Data Microservices 94

Dzone - DevOps

JANUARY 16, 2024

You write your code, and the cloud provider handles the rest - provisioning, scaling, and maintenance. AWS offers various serverless services, with AWS Lambda being one of the most prominent. Serverless architecture is a way of building and running applications without the need to manage infrastructure.

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Serverless Architecture AWS Lambda 94

Dzone - DevOps

APRIL 3, 2023

For instance, we need to write a function in the language of our choice, then need to build a provisioning script like cloud formation or terraform to chain the set of services used for building the solution. In this article, we will be building a REST-based service on AWS lambda , API gateway, and PostgreSQL database.

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Serverless Lambda AWS Trends 96

Honeycomb

OCTOBER 31, 2022

Turns out, it’s a lot: Handle the relationship with your cloud provider Provide guidance on the best cloud provider usage Test out new cloud features Look for hosting cost opportunities Manage Kubernetes infrastructure Managing development environments Testing frameworks Deployment framework (maybe?)

DevOps 74

DevOps Lambda AWS Engineering 74

Dzone - DevOps

APRIL 22, 2020

This is where the motive of DevOps arises as it is a cultural practice aimed at providing the exact need for increased velocity with maintained reliability and uptime. However, adopting DevOps is easier said than done. To go fast without crashing.

DevOps 82

DevOps Serverless Conference Culture 82

Xebia

JANUARY 19, 2023

Authors Joe Reis and Matt Housley walk you through the data engineering lifecycle and show you how to stitch together a variety of cloud technologies to serve the needs of downstream data consumers.” Understand the cultural foundations of Agile, DevOps, and DataOps.

Data Engineering 130

Data Engineering Engineering Data Technical Review 130

Linux Academy

JUNE 25, 2019

By adding free cloud training to our Community Membership, students can develop their Linux and Cloud skills even further. Cloud Security Fundamentals. The cloud has brought about tons of innovation and features. DevOps Monitoring Deep Dive. AWS Cloud Formation Deep Dive. Google Cloud Concepts.

Linux 60

Linux Course Cloud Google Cloud 60

Hypergrid

NOVEMBER 15, 2018

Our goal since day one has been to help businesses simplify and get more benefit from each stage of their cloud adoption. So much so, that we recently adopted a new tagline of “Cloud. and its various new features that will help you “Cloud. and its various new features that will help you “Cloud. Support for AWS Lambda.

Disaster Recovery 56

Disaster Recovery Cloud Lambda Azure 56

TechCrunch

DECEMBER 10, 2020

” It currently has a database of some 180,000 engineers covering around 100 or so engineering skills, including React, Node, Python, Agular, Swift, Android, Java, Rails, Golang, PHP, Vue, DevOps, machine learning, data engineering and more. Current customers include VillageMD, Plume, Lambda School, Ohi Tech, Proxy and Carta Healthcare.

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Engineering Artificial Inteligence Lambda Machine Learning 325

Stacks on Stacks

NOVEMBER 1, 2018

I spent last week at DevOps Enterprise Summit in Las Vegas where I had the opportunity to talk with many people from the world’s largest companies about DevOps, serverless, and the ways they are delivering software faster with better stability. You can’t run the cloud on your laptop.

Serverless 40

Serverless DevOps Microservices AWS 40

Linux Academy

APRIL 19, 2019

AWS is one of the fastest growing cloud service platforms offered today. Being able to achieve the CSA Pro level certification is one of the top achievements for any cloud engineer. Being able to achieve the CSA Pro level certification is one of the top achievements for any cloud engineer. New AWS Courses. Explore this course!

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AWS Training Lambda Linux 60