O'Reilly Software

OCTOBER 23, 2018

I should start by saying this section does not offer a treatise on how to do architecture. This is my tailored view of it; others will have different definitions. Vitruvius and the principles of architecture. Architecture begins when someone has a nontrivial problem to be solved. Solid doesn't mean inflexible.

Strategy 100

Strategy Architecture Technology Technology 100

The Netflix TechBlog

FEBRUARY 3, 2021

Our colleagues wrote a Netflix Tech Blog post describing the details of this architecture. The transition to the new federated architecture meant that many of our backend teams needed to adopt GraphQL in our Java ecosystem. There are two different approaches to GraphQL development; schema-first and code-first development.

Open Source 246

Open Source Java Architecture Metrics 246

Dynatrace

OCTOBER 4, 2022

Grail architectural basics. The aforementioned principles have, of course, a major impact on the overall architecture. A data lakehouse addresses these limitations and introduces an entirely new architectural design. It’s based on cloud-native architecture and built for the cloud. But what does that mean?

Artificial Intelligence 275

Artificial Intelligence Analytics Storage Architecture 275

Strategic Tech

AUGUST 10, 2020

If every significant architecture decision has business consequences, then knowing the business model and which trade-offs to choose is maybe the most important skill of architects. But what is the actual relationship between a business model and a software architecture? It’s not just about business models and architecture, though.

Software Architecture 69

Software Architecture Architecture Software Software 69

The Netflix TechBlog

JANUARY 10, 2024

Since then, the video pipeline has undergone substantial improvements and broad expansions: Starting with Standard Dynamic Range (SDR) at Standard-Definitions , we expanded the encoding pipeline to 4K and High Dynamic Range (HDR) which enabled support for our premium offering.

Processing 229

Processing Media Latency Innovation 229

The Netflix TechBlog

NOVEMBER 13, 2023

One of the fundamental issues encountered during the annotation of our manually-labeled TVSM-test set, was the definition of music and speech. We adapted the SOTA convolutional recurrent neural network ( CRNN ) architecture to accommodate our requirements for input/output dimensionality and model complexity.

Architecture 224

Architecture Energy Benchmarking Processing 224

Dynatrace

OCTOBER 4, 2022

While data lakes and data warehousing architectures are commonly used modes for storing and analyzing data, a data lakehouse is an efficient third way to store and analyze data that unifies the two architectures while preserving the benefits of both. This data lands in its original, raw form without requiring schema definition.

Artificial Intelligence 218

Artificial Intelligence Storage Analytics Government 218

Dynatrace

NOVEMBER 9, 2021

The general agreed-upon definition of. We start with metrics, traces, and logs (that’s table stakes) but also provide context and enrichment through topology, behavior, code, metadata, and network, combined with data from application programming interfaces (API) and OpenTelemetry. Figure 2 The scope of Observability compared to APM.

DevOps 226

DevOps Innovation Cloud Programming 226

O'Reilly

APRIL 25, 2023

At a glance, it’s clear that the prompts Xu Hao uses to generate working code are very long and complex. While I didn’t count lines, I would guess that the total length of the prompts is greater than the number of lines of code that ChatGPT created. First, note the overall strategy Xu Hao uses to write this code.

Programming 129

Programming Architecture Strategy Code 129

The Netflix TechBlog

SEPTEMBER 3, 2021

By default, gRPC uses protobuf as its IDL (interface definition language) and data serialization protocol. Our protobuf message definition (.proto link] When the protobuf compiler (protoc) compiles this message definition, it creates the code in the language of your choice (Java in our example).

Design 245

Design Java Efficiency Code 245

DZone

FEBRUARY 27, 2021

This begins not only in designing the algorithm or coming out with efficient and robust architecture but right onto the choice of programming language. But these are definitely ruled out for enterprise applications due to the complexity in development, maintainability, need for object orientation, and interoperability. Ahem, Slow!

Java 207

Java C++ Benchmarking Programming 207

Scalegrid

DECEMBER 19, 2019

pgBouncer Architecture | Source. Easy Setup & Use – PgBouncer is one of the easiest PostgreSQL connection poolers to setup out of the box, and it also requires no client-side code changes. It recommends using other common linux tools like HAProxy to create an architecture which does support these features.

Cache 246

Cache Architecture Database Servers 246

Dynatrace

JUNE 15, 2021

The fact is, Reliability and Resiliency must be rooted in the architecture of a distributed system. The email walked through how our Dynatrace self-monitoring notified users of the outage but automatically remediated the problem thanks to our platform’s architecture. And that’s true for Dynatrace as well.

AWS 198

AWS Traffic Architecture Azure 198

The Netflix TechBlog

SEPTEMBER 10, 2019

Instead of relying on engineers to productionize scientific contributions, we’ve made a strategic bet to build an architecture that enables data scientists to easily contribute. In order to replicate results, scientists had to delve deep into the data, code, and documentation.

Metrics 215

Metrics Architecture Infrastructure Innovation 215

Dynatrace

MARCH 3, 2020

This involves new software delivery models, adapting to complex software architectures, and embracing automation for analysis and testing. Here is the definition of this model: ?. Performance-as-a-self-service . Read more details about PayPal in this blog who is an early practitioner for performance as a self-service. #2

Performance 249

Performance Education Innovation Software Architecture 249

Dynatrace

AUGUST 7, 2023

Developers use generative AI to find errors in code and automatically document their code. They can also use generative AI for cybersecurity, write prototype code, and implement complex software systems. By definition, zero-day attacks take organizations by surprise. Here’s what you need to know.

DevOps 194

DevOps Analytics Best Practices Java 194

Dynatrace

MAY 27, 2021

Dynatrace OneAgent is responsible for collecting all relevant monitoring data within your environment, and is required to do so even if your hosts are deployed within Docker containers, microservices architectures, or cloud-based infrastructure.

AWS 131

AWS IoT Virtualization Infrastructure 131

The Symphonia

MAY 22, 2018

I started writing “ Serverless Architectures ” in May 2016. But I’ve already done that elsewhere, with John, so I left it with adding a link to our definition. I think there’s definitely a place for both models for now, as I describe. I thought a few folks might be interested. I thought it might do?—?I

Serverless 40

Serverless Architecture Lambda Azure 40

The Netflix TechBlog

JUNE 13, 2023

Migrating Critical Traffic At Scale with No Downtime — Part 2 Shyam Gala , Javier Fernandez-Ivern , Anup Rokkam Pratap , Devang Shah Picture yourself enthralled by the latest episode of your beloved Netflix series, delighting in an uninterrupted, high-definition streaming experience.

Traffic 279

Traffic Metrics Systems Strategy 279

The Netflix TechBlog

FEBRUARY 9, 2021

Plus, the architecture of the Edge tier was evolving to a PaaS (platform as a service) model, and we had some tough decisions to make about how, and where, to handle identity token handling. The system architecture now takes the form of: Notice that tokens never traverse past the Edge gateway / EAS boundary. We are serving over 2.5

Architecture 221

Architecture Latency Servers Website 221

Dynatrace

MAY 5, 2021

Both Kubernetes monitoring and routing capabilities now use a containerized architecture and are managed by the new Dynatrace Operator. In addition to deploying ActiveGate capabilities as pods, the new Dynatrace Operator also includes: A simplified custom resource definition (CRD) for all Dynatrace components.

Cloud 232

Cloud Traffic Monitoring Open Source 232

Dynatrace

AUGUST 28, 2020

With the acceleration of complexity, scale, and dynamic systems architectures, under-resourced IT teams are under increasing pressure to understand when there is abnormal behavior, identify the precise reason why this occurred, quickly remediate the issue, and prevent this behavior in the future. Dynatrace news.

IoT 163

IoT Infrastructure Monitoring Innovation 163

Dynatrace

AUGUST 2, 2022

Such tools can prevent bad actors from injecting malicious code into applications that are accessible to the outside world. Security as code demands proactive DevSecOps – blog. In modern cloud-native environments, which rely on microservices architectures, application teams that are responsible for innovation face some dilemmas.

DevOps 130

DevOps Strategy Open Source Java 130

Dynatrace

NOVEMBER 17, 2020

The rapidly evolving digital landscape is one important factor in the acceleration of such transformations – microservices architectures, service mesh, Kubernetes, Functions as a Service (FaaS), and other technologies now enable teams to innovate much faster. New cloud-native technologies make observability more important than ever….

Analytics 161

Analytics Technology Technology Cloud 161

Dynatrace

NOVEMBER 2, 2020

Dealing with an unstable website is stress that users don’t need, and definitely don’t want. Root-cause analysis: Get actionable answers to problems in real-time, down to the code level. Cloud-native architectures: Support for containers and serverless, including open standard like OpenTelementary, Prometheus, StatsD and Telegraf.

Infrastructure 209

Infrastructure Monitoring Virtualization Serverless 209

Dynatrace

DECEMBER 18, 2020

App architecture. First, let’s explore the architecture of these apps: BizOpsConfigurator. We all love the magic of OneAgent, but yes, you can definitely monitor web applications with Dynatrace, even in places OneAgent can’t go. With the SDK you wrap your application code to report Sessions and Actions.

Analytics 137

Analytics Metrics IoT Monitoring 137

Testlodge

MARCH 21, 2023

White box testing examines the system’s internal structure and architecture. White box testing examines the system’s internal structure and architecture. To understand better, let’s dive a little deeper into each definition. White box testing is also known as clear-box or code-based testing.

Testing 67

Testing Architecture Hardware Code 67

The Netflix TechBlog

FEBRUARY 9, 2021

In particular, we’ll define plans and offers, review the legacy architecture and some of its shortcomings, and dig into our new architecture and some of its advantages. Plans & Offers Definitions Let’s define what a plan and an offer is at Netflix. A plan is essentially a set of features with a price.

Engineering 142

Engineering Scalability Architecture Innovation 142

Dynatrace

JUNE 18, 2019

In my colleague Andi Grabner’s recent blog on Automated Deployment and Architectural Validation, he notes that, based on a recent ACM survey , validating deployment still seems to be a semi-automated task for most software delivery teams. “All configuration and pipeline” definition itself is designed to live in source control.

Architecture 131

Architecture DevOps Open Source Java 131

Dynatrace

DECEMBER 2, 2021

As organizations adopt microservices-based architecture , service-level objectives (SLOs) have become a vital way for teams to set specific, measurable targets that ensure users are receiving agreed-upon service levels. To get a better handle on this, let’s start with some definitions. Dynatrace news. What are error budgets?

Metrics 200

Metrics Best Practices DevOps Infrastructure 200

Dynatrace

JULY 9, 2020

From of our learnings on how we integrated Dynatrace into our DevOps toolchain , we advise our customers to follow our best practices around integrating delivery tools with Dynatrace, enforcing Dynatrace-based quality gates, implementing monitoring as code or automate remediation based on Dynatrace problems. Monitoring Configuration as Code.

Cloud 195

Cloud DevOps Azure Architecture 195

High Scalability

FEBRUARY 1, 2022

If you have experience in hosting and with the WordPress stack, have worked with Ubuntu or Debian-based systems, and cutting-edge technologies, such Ansible and LXC, you should definitely check us out and apply here ! We believe the only way to maintain and scale our standards is to focus on quality code. Get started for free!

Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

MAY 4, 2022

If you have experience in hosting and with the WordPress stack, have worked with Ubuntu or Debian-based systems, and cutting-edge technologies, such Ansible and LXC, you should definitely check us out and apply here ! We believe the only way to maintain and scale our standards is to focus on quality code. Get started for free!

Education 100

Education DevOps Infrastructure Scalability 100

DZone

NOVEMBER 9, 2021

It sits at the very beginning of the process before the code is written and can save an immense amount of time down the road (of somebody spending tons of time just to get to a dead-end). I really like what one of the smartest people with whom I worked said: “A good design is a design where you can see the code”. Important note.

Software 245

Software Software Code Energy 245

High Scalability

JULY 18, 2022

If you have experience in hosting and with the WordPress stack, have worked with Ubuntu or Debian-based systems, and cutting-edge technologies, such Ansible and LXC, you should definitely check us out and apply here ! We believe the only way to maintain and scale our standards is to focus on quality code. Get started for free!

Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

AUGUST 24, 2021

If you have experience in hosting and with the WordPress stack, have worked with Ubuntu or Debian-based systems, and cutting-edge technologies, such Ansible and LXC, you should definitely check us out and apply here ! We believe the only way to maintain and scale our standards is to focus on quality code. Get started for free!

Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

DECEMBER 9, 2021

If you have experience in hosting and with the WordPress stack, have worked with Ubuntu or Debian-based systems, and cutting-edge technologies, such Ansible and LXC, you should definitely check us out and apply here ! We believe the only way to maintain and scale our standards is to focus on quality code. Get started for free!

Education 100

Education DevOps Infrastructure Scalability 100