Dynatrace

NOVEMBER 10, 2022

To take full advantage of the scalability, flexibility, and resilience of cloud platforms, organizations need to build or rearchitect applications around a cloud-native architecture. So, what is cloud-native architecture, exactly? What is cloud-native architecture? The principles of cloud-native architecture.

Cloud 162

Cloud Architecture Serverless Infrastructure 162

DZone

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 273

AWS Cloud Lambda Performance 273

Dynatrace

MAY 23, 2022

As a result, organizations are weighing microservices vs. monolithic architecture to improve software delivery speed and quality. Traditional monolithic architectures are built around the concept of large applications that are self-contained, independent, and incorporate myriad capabilities. What is monolithic architecture?

Architecture 195

Architecture DevOps Monitoring Programming 195

Dynatrace

AUGUST 11, 2022

FaaS enables developers to create and run a single function in the cloud using a serverless compute model. This enables teams to quickly develop and test key functions without the headaches typically associated with in-house infrastructure management. FaaS vs. monolithic architectures. Increased testing complexity.

Development 250

Development Serverless Best Practices Lambda 250

Dynatrace

FEBRUARY 23, 2022

Enshrining infrastructure in code provides a foundation for automation and testing—both of which are crucial for DevSecOps. This real-time analysis is key as teams integrate security verification to test code in development and continually identify new security vulnerabilities in production. Serverless architecture expands.

Serverless 265

Serverless Infrastructure Innovation DevOps 265

The Symphonia

MAY 22, 2018

I started writing “ Serverless Architectures ” in May 2016. Fast forward to two years later and the article has had more than half a million visits, regularly appears in the top five Google search results for “Serverless”, and helped launched Symphonia ?—?my What is Serverless? I thought a few folks might be interested.

Serverless 40

Serverless Architecture Lambda Azure 40

O'Reilly

NOVEMBER 12, 2019

For the inaugural O’Reilly survey on serverless architecture adoption, we were pleasantly surprised at the high level of response: more than 1,500 respondents from a wide range of locations, companies, and industries participated. The high response rate tells us that serverless is garnering significant mindshare in the community.

Serverless 87

Serverless Architecture FinTech Infrastructure 87

Dynatrace

NOVEMBER 28, 2022

Lambda serverless functions help developers innovate faster, scale easier, and reduce operational overhead, removing the burden of managing underlying infrastructure when updating and deploying code. Most enterprises use serverless functions as part of a broader hybrid environment, covering both cloud and traditional technologies.

Lambda 225

Lambda AWS Serverless Latency 225

InfoQ

APRIL 15, 2022

One year into the transition to their new WebCore serverless platform, the BBC has started to reap the benefits of an architecture that removes the burden on engineers to solve performance and operational challenges and allows them to focus on the value they deliver to customers. By Sergio De Simone.

Serverless 52

Serverless Scalability Performance Architecture 52

Dynatrace

MARCH 6, 2024

“IDPs are not constrained to building microservices or a new serverless app,” Grabner noted. Test continuously Synthetic testing simulates user behaviors within an application or service to pinpoint potential problems. Dynatrace has made the reference IDP architecture available on GitHub for anyone to use.

Engineering 241

Engineering Development DevOps Infrastructure 241

The Netflix TechBlog

NOVEMBER 17, 2022

Our approach to NN-based video downscaling The deep downscaler is a neural network architecture designed to improve the end-to-end video quality by learning a higher-quality video downscaler. Architecture of the deep downscaler model, consisting of a preprocessing block followed by a resizing block.

Network 292

Network Media Innovation Efficiency 292

The Morning Paper

AUGUST 29, 2019

Choosing a cloud DBMS: architectures and tradeoffs Tan et al., As it is infeasible to test every OLAP system runnable on AWS, we chose widely-used systems that represented a variety of architectures and cost models. InS does now offer an NVMe variant too, and the authors perform limited testing on that as well.

Architecture 76

Architecture Cloud Storage Serverless 76

Dynatrace

APRIL 8, 2021

So, a well-architected Lambda architecture can save a lot of costs. Also, “serverless” means more than just Lambda functions. When using Lambda, you might soon end up using more serverless offerings, like databases, which makes emulating the same environment locally even harder. Extending enterprise stacks with AWS Lambda.

Lambda 182

Lambda AWS Serverless Monitoring 182

Dynatrace

FEBRUARY 4, 2021

This focus on automating processes is even more critical as organizations adopt more cloud-native technologies, including containers, Kubernetes, and serverless applications. Monitoring SLOs and testing them in pre-production with intelligent quality gates to detect issues earlier in the development cycle. Solving for SR.

Engineering 254

Engineering DevOps Government Latency 254

Dynatrace

APRIL 8, 2021

So, a well architected Lambda architecture can save a lot of costs. Also, “serverless” means more than just Lambda functions. When using Lambda, you might soon end up using more serverless offerings, like databases, which makes emulating the same environment locally even harder. Extending enterprise stacks with AWS Lambda.

Lambda 221

Lambda AWS Serverless Monitoring 221

DZone

OCTOBER 2, 2019

Sign your contract tests on the dotted line. Microservices architecture has made tremendous changes to how we develop our software applications. On that note, one strategy that we find particularly useful is contract testing. On that note, one strategy that we find particularly useful is contract testing.

Testing 113

Testing Strategy Architecture Software 113

Dynatrace

OCTOBER 1, 2021

As dynamic systems architectures increase in complexity and scale, IT teams face mounting pressure to track and respond to conditions and issues across their multi-cloud environments. Dynatrace news. As teams begin collecting and working with observability data, they are also realizing its benefits to the business, not just IT.

Metrics 363

Metrics Open Source Monitoring Infrastructure 363

The Symphonia

DECEMBER 6, 2017

the Functions-as-a-Service (FaaS) platform which is the core of AWS’ larger Serverless service suite. We plan to test this out when we get the chance. Traffic shaping / canary deployment was pre-announced at Serverless Conf NYC in October, and this is now available. Amazon’s answer to the idea of ‘Serverless containers’.

Serverless 40

Serverless Lambda AWS Traffic 40

Dynatrace

FEBRUARY 4, 2021

This focus on automating processes is even more critical as organizations adopt more cloud-native technologies, including containers, Kubernetes, and serverless applications. Monitoring SLOs and testing them in pre-production with intelligent quality gates to detect issues earlier in the development cycle. Solving for SR.

Engineering 176

Engineering DevOps Government Latency 176

Dynatrace

APRIL 11, 2023

Cloud application security remains challenging because organizations lack end-to-end visibility into cloud architecture. As organizations migrate applications to the cloud, they must balance the agility that microservices architecture brings with the complexity and lack of transparency that can also come with it.

Cloud 186

Cloud DevOps Open Source Retail 186

Dynatrace

APRIL 21, 2022

As organizations adopt microservices architecture with cloud-native technologies such as Microsoft Azure , many quickly notice an increase in operational complexity. The Azure Well-Architected Framework is a set of guiding tenets organizations can use to evaluate architecture and implement designs that will scale over time.

Azure 188

Azure Monitoring Virtualization Metrics 188

The Netflix TechBlog

SEPTEMBER 8, 2020

We went from an essentially serverless model in a monolithic service, to deploying and maintaining a new microservice that hosted our app backend endpoints. While this gave client teams a very convenient “serverless” model, over time we ran into multiple operational and devex challenges with this service. It was a Node.js

Latency 233

Latency Cache Java Traffic 233

Dynatrace

SEPTEMBER 13, 2023

Because Google offers its own Google Cloud Architecture Framework and Microsoft its Azure Well-Architected Framework , organizations that use a combination of these platforms triple the challenge of integrating their performance frameworks into a cohesive strategy. If both objectives pass, you have achieved your cost reduction on CPU size.

AWS 246

AWS Efficiency Azure Cloud 246

Dynatrace

JUNE 13, 2022

Cloud environment toolkits —microservices, Kubernetes, and serverless platforms — enable business agility, but also create complexity for which many security solutions weren’t built for. In modern cloud-native environments, which rely on microservices architectures, application teams that are responsible for innovation face some dilemmas.

Open Source 221

Open Source DevOps Java Innovation 221

Dynatrace

OCTOBER 17, 2022

However, as organizations adopt more cloud-native technologies, such as containerized microservices and serverless platforms, operations have become exponentially more complex. But before that new code can be deployed, it needs to be tested and reviewed from a security perspective. DevOps: Applying AIOps to development environments.

DevOps 196

DevOps Artificial Intelligence Healthcare Innovation 196

The Morning Paper

FEBRUARY 6, 2020

Today’s paper choice is a fresh-from-the-arXivs take on serverless computing from the RISELab at Berkeley, addressing some of the limitations outlined in last year’s ‘ Berkeley view on serverless computing.’ High level architecture. The serverless story is only just beginning! arXiv 2020.

Serverless 98

Serverless Lambda Cache Latency 98

Dynatrace

JUNE 17, 2019

Keptn is taking care of: Automated Deployments and Automated Tests. The event-driven keptn architecture allows all these combinations – giving you the freedom to pick the tools that make the most sense for your organization, technology stack, and existing investment! Now – let’s talk a bit more about the architecture!

Cloud 195

Cloud Open Source Traffic Architecture 195

Testsigma

MAY 19, 2021

DevOps is not a single system, rather it is a combination of many processes – testing, deployment, production, etc – thus, it’s better termed as a ‘distributed infrastructure’. PaaS not only provides the infrastructure (as in IaaS) but also the framework to build, test and deploy complete software on the cloud.

DevOps 59

DevOps Cloud Artificial Intelligence Infrastructure 59

The Netflix TechBlog

MARCH 1, 2021

Orchestrated Functions as a Microservice by Frank San Miguel on behalf of the Cosmos team Introduction Cosmos is a computing platform that combines the best aspects of microservices with asynchronous workflows and serverless functions. Local development tools including specialized test runners, code generators, and a command line interface.

Serverless 228

Serverless Media Latency Social Media 228

The Symphonia

JANUARY 21, 2019

we help people create a Continuous Deployment pipeline before they start getting into the nitty-gritty of Serverless Architecture. You tell it where to get some source code from, give it a bunch of scripts to run in a shell environment (build, package, test, etc.), Build + Test ? It’s cheap, simple, does the job.

AWS 40

AWS Open Source Lambda Serverless 40

Abhishek Tiwari

FEBRUARY 26, 2020

The evolution of your technology architecture should depend on the size, culture, and skill set of your engineering organization. There are no hard-and-fast rules to figure out interdependency between technology architecture and engineering organization but below is what I think can really work well for product startup.

Technology 81

Technology Technology Architecture Engineering 81

The Symphonia

DECEMBER 13, 2017

In other words there is no natural architectural backpressure with Lambda apart from the account wide concurrency limit. For some people it means adapting their architecture, inserting extra layers of traditional non-scaling components to cause a slow-down of an event storm. That’s a problem.

Lambda 40

Lambda AWS Architecture Database 40

O'Reilly

MAY 19, 2020

Interestingly, multi-cloud, or the use of multiple cloud computing and storage services in a single homogeneous network architecture, had the fewest users (24% of the respondents). First, our survey didn’t ask respondents if they (or their organizations) have adopted microservices architecture. Serverless Stagnant.

Cloud 141

Cloud Serverless AWS Architecture 141

The Netflix TechBlog

NOVEMBER 2, 2021

Perceptual quality measurements are used to drive video encoding optimizations , perform video codec comparisons , carry out A/B testing and optimize streaming QoE decisions to mention a few. The Reloaded system is a well-matured and scalable system, but its monolithic architecture can slow down rapid innovation. via bug fixes).

Media 171

Media Innovation Metrics Latency 171

High Scalability

JUNE 15, 2018

JoeEmison : Another thing that serverless architectures change: how do you software development. I find myself using a local dev environment to do infra config mgmt, but then often use the web consoles for writing functions and testing; so much faster that way. @bryanmikaelian : OH: GraphQL is SOAP for millennials.

Internet 113

Internet Internet Scalability Blockchain 113

Smashing Magazine

DECEMBER 17, 2021

To follow the steps in this tutorial, you should have the following: a Stripe account (you can create one for free and use the test mode to avoid incurring any charges while following the steps in this article); a basic understanding of JavaScript and React; an Auth0 account (you can sign up for a free one). Nwani Victory. Large preview ).

Azure 97

Azure Serverless Code Testing 97

Smashing Magazine

SEPTEMBER 24, 2021

Vercel and Netlify also use serverless functions for the Server Side Rendering, which is the most efficient way to scale out. Add Automated Tests. To take back control, we have added automatic lighthouse tests to our quality gate. With this Github Action you can automatically add lighthouse tests to your pull requests.

Website 115

Website Code Servers Analytics 115