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 285

Traffic Metrics Systems Strategy 285

Dynatrace

NOVEMBER 2, 2020

Dealing with an unstable website is stress that users don’t need, and definitely don’t want. Cloud-native architectures: Support for containers and serverless, including open standard like OpenTelementary, Prometheus, StatsD and Telegraf. It’s not hype, it’s the way forward.

Infrastructure 213

Infrastructure Monitoring Virtualization Serverless 213

Dynatrace

APRIL 10, 2023

And according to recent data from Enterprise Strategy Group, 59% of survey respondents indicated spending on public cloud applications would increase in 2023. The company made these changes to support its ONETractor strategy, which seeks to deliver personalized, convenient shopping experiences anytime, anywhere.

Cloud 182

Cloud Ecommerce Performance Retail 182

Dynatrace

NOVEMBER 3, 2021

Organizations are depending more and more on distributed architectures to provide application services. Monitoring , by textbook definition, is the process of collecting, analyzing, and using information to track a program’s progress toward reaching its objectives and to guide management decisions. Dynatrace news.

Monitoring 233

Monitoring Metrics DevOps Scalability 233

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 234

Architecture Energy Benchmarking Processing 234

The Netflix TechBlog

JANUARY 25, 2023

Annotations Sometimes people describe annotations as tags but that is a limited definition. Marken architecture Above picture represents the block diagram of the architecture for our service. Our architecture makes it possible to easily onboard and ingest data from Media algorithms.

Scalability 292

Scalability Latency Media Architecture 292

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 229

Architecture Latency Servers Website 229

Dynatrace

DECEMBER 10, 2021

Developing applications based on modern architectures comes with a challenge for release automation: integrating delivery of many services with similar processes but often with different technologies and tools along the delivery pipelines. Dynatrace Cloud Automation now enables you to implement process definitions that are tool agnostic.

DevOps 195

DevOps Cloud Testing Tools Strategy 195

Strategic Tech

JANUARY 24, 2021

Group Patterns The following list is as a sample of archetypical patterns rather than a definitive list. However, a structured model with clear definitions can help your company to define guidelines that make sense in your context. Architecture Ownership Patterns for Team Topologies.

Architecture 98

Architecture Mobile Infrastructure Cloud 98

The Netflix TechBlog

SEPTEMBER 18, 2024

In this post, we dive deep into how Netflix’s KV abstraction works, the architectural principles guiding its design, the challenges we faced in scaling diverse use cases, and the technical innovations that have allowed us to achieve the performance and reliability required by Netflix’s global operations.

Latency 261

Latency Storage Cache Servers 261

Dynatrace

AUGUST 7, 2023

Pairing generative AI with causal AI One key strategy is to pair generative AI with causal AI , providing organizations with better-quality data and answers as they make key decisions. By definition, zero-day attacks take organizations by surprise. Will generative AI multiply existing attack surfaces?

DevOps 198

DevOps Analytics Best Practices Java 198

Strategic Tech

JANUARY 9, 2024

Problem, Strategy, and Solution Spaces To gain clarity on the terminology, it’s helpful to describe the various activities involved in building a product, which can then be grouped into buckets like problem and solution space or something else. In my work, I often encounter software developers who refer to the software as the solution space.

Development 98

Development Strategy Software Software 98

The Netflix TechBlog

SEPTEMBER 13, 2021

Supporting developers through those checklists for edge cases, and then validating that each team’s choices resulted in an architecture with all the desired security properties, was similarly not scalable for our security engineers. an application deployment strategy that guarantees authentication for services behind it.

Internet 228

Internet Internet Cloud Traffic 228

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 165

IoT Infrastructure Monitoring Innovation 165

Strategic Tech

NOVEMBER 24, 2020

However, some concepts in DDD do not have a clear definition and are highly implicit. Everybody has their own definition of Domain, Subdomain, Problem Space and Solution space. In this article, I’m going to provide working definitions of those concepts and clear them up. This definition of a domain is very fuzzy.

Design 98

Design Strategy Systems Architecture 98

Dynatrace

AUGUST 2, 2022

The centrality of zero-day attacks suggests that organizations need a better strategy to fend off these attacks. But they also need a better strategy to address these attacks if they have IT systems and live applications that are already compromised. By definition, zero-day attacks take organizations by surprise. Read more now.

DevOps 130

DevOps Strategy Open Source Java 130

O'Reilly

MAY 19, 2020

A strict definition of “cloud” must also include software-as-a-service (SaaS) and platform-as-a-service (PaaS) offerings of all kinds—including email (Google G Suite email; Microsoft Exchange Online), office productivity suites (Google Docs and Sheets; Microsoft Office 365), and similar offerings. Amazon and AWS Ascendant.

Cloud 141

Cloud Serverless AWS DevOps 141

Dynatrace

JULY 9, 2020

Keptn can integrate with other monitoring and observability platforms thanks to our event-driven architecture. Additionally, to that you can tell Keptn which type of test you want to execute (referred to as test strategy) and which SLIs/SLOs you want Keptn to evaluate once the test is done.

Cloud 198

Cloud DevOps Azure Architecture 198

O'Reilly

APRIL 25, 2023

First, note the overall strategy Xu Hao uses to write this code. He is using a strategy called “Knowledge Generation.” It describes the architecture, goals, and design guidelines; it also tells ChatGPT explicitly not to generate any code. But using ChatGPT effectively is definitely a learned skill.

Programming 132

Programming Architecture Code Strategy 132

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

Strategic Tech

OCTOBER 13, 2021

If I can capture key information earlier, that gives me a good understanding of key elements of the business’s architecture, we can get to valuable conversations sooner. The product taxonomy definitions by Ross Clanton et al. In their definition, a product portfolio contains one or more product groups with contain one or more products.

Architecture 52

Architecture Innovation Strategy Website 52

Strategic Tech

NOVEMBER 1, 2021

While MVPs have been mainstream for a long time, the concept of Value Streams and Value Stream Architecture is still in the early adopter phase in the DevOps world. or “How do software architecture, domains, Conway’s Law, Team Topologies, and value streams all fit together?”. They’re all pieces in the same puzzle.

Software Architecture 98

Software Architecture Architecture DevOps Software 98

Smashing Magazine

JUNE 29, 2021

Jamstack general service architecture ( Large preview ). For the end-user to actually benefit from this improvement there are cache invalidation strategies that must be considered. architecture is built so it better fits Netlify’s and is available by default to every new project that Netlify can identify is using Next.js.

Cache 132

Cache Website Strategy Traffic 132

Testsigma

AUGUST 28, 2019

The Microservice architectural approach is not recent in the software development world. Many companies and start-ups have switched to this architectural style and already reap its benefits. In Testsigma we always keep up to date and we definitely can shed some light to the effective testing strategy for a microservices architecture.

Strategy 42

Strategy Testing Architecture DevOps 42

The Netflix TechBlog

DECEMBER 21, 2020

This article will list some of the use cases of AutoOptimize, discuss the design principles that help enhance efficiency, and present the high-level architecture. At the snapshot scan stage, we get a commit definition containing the list of files and their metadata (like size, number of records, etc.)

Storage 213

Storage Latency Efficiency Data Engineering 213

Strategic Tech

FEBRUARY 14, 2020

Is there any way it’s possible to predict the future so that our architecture can easily absorb the changes we need to make of it? One thing I want you to notice is that good architecture is about more than just defining good boundaries. In DDD a bounded context is an independent, loosely-coupled architectural component.

Architecture 98

Architecture Government Design Availability 98

Dynatrace

JUNE 1, 2021

Application performance monitoring focuses on specific metrics and measurements; application performance management is the wider discipline of developing and managing an application performance strategy. Application architecture to gain insights into how application architecture changes impact performance and user experience.

Monitoring 148

Monitoring Mobile Social Media Open Source 148

Strategic Tech

JUNE 18, 2021

This gets tricky at times when collaborating with different companies or communities that use different definitions. To reduce undesired ambiguity in communication consider using the specific definitions. I encounter this problem quite frequently when the word domain is used in the context of business and software architecture.

Software Architecture 64

Software Architecture Architecture Technology Technology 64

Smashing Magazine

JULY 20, 2021

The initial WordPress architecture is monolithic , so the user interface and data access are combined on the same platform. Monolithic, Regular CMS architecture ( Large preview ). Rethink Your Content Strategy For A Headless CMS ”. “ Headless CMS architecture ( Large preview ). Architecture. Monolithic vs Headless.

Website 143

Website Architecture Technology Technology 143

Scalegrid

APRIL 5, 2024

It offers automatic data sharding, master-replica configurations for high availability, and a scalable and flexible architecture to maintain consistent performance. Redis isn’t alone in utilizing sharding strategies — it’s a common concept found throughout database technologies to distribute workload efficiently.

Scalability 130

Scalability Java Efficiency Database 130

Strategic Tech

JANUARY 19, 2020

Distilling the core domains by identifying high complexity and business differentiation According to this definition, a Core Domain is an area of the domain with the opportunity for high business differentiation. This represents a compelling ROI. It’s also essential to understand the different types of complexity?—?essential

Open Source 87

Open Source Games Innovation Strategy 87

Smashing Magazine

JULY 18, 2022

If you think that static rendering is limited to generic, public content that is the same for every user of your website, you should definitely read this article. The “stale-while-revalidate” cache control strategy can reduce the TTFB issue by serving a cached version of the page until it’s updated. Eric Burel. middlewares.

Cache 118

Cache Website Servers Energy 118

Strategic Tech

DECEMBER 11, 2021

Deciding where to start is definitely one of them. Carefully Forming Teams to Begin Technology Modernization was originally published in Strategy, Architecture, Continuous Delivery, and DDD on Medium, where people are continuing the conversation by highlighting and responding to this story. Good luck on your journey.

Technology 87

Technology Technology Programming Engineering 87

Strategic Tech

APRIL 11, 2021

The microservices era has been good for software architecture. A domain service builds on the basic definition of a microservice: it’s a loosely-coupled, independently deployable element of software architecture which is owned by a single team. Domains are part of the logical architecture of a business.

Software Architecture 52

Software Architecture Architecture Design Games 52

Strategic Tech

NOVEMBER 2, 2021

Whether your goal is to get better at ddd or DDD, you should definitely read the book. domain-driven design (ddd) vs Domain-Driven Design (DDD) was originally published in Strategy, Architecture, Continuous Delivery, and DDD on Medium, where people are continuing the conversation by highlighting and responding to this story.

Design 52

Design Strategy Architecture Technology 52

Smashing Magazine

AUGUST 3, 2023

These pages serve as a pivotal tool in our digital marketing strategy, not only providing valuable information about our services but also designed to be easily discoverable through search engines. While paid marketing strategies like Google Ads play a part in our approach as well, enhancing our organic traffic remains a major priority.

Performance 75

Performance Cache Traffic Metrics 75

Strategic Tech

APRIL 27, 2019

Layers start to emerge and as a result, shipping new customer-facing features require changes that cut through multiple layers of the architecture. Being aware of the patterns inherent to layered sociotechnical architectures can save you a lot of pain and politics in the long-term. As a consequence, we also have subservient teams?—?teams

Software Architecture 58

Software Architecture Architecture Design Government 58