The Netflix TechBlog

JUNE 20, 2024

This “Enterprise Data Model/Architect Agent” employs generative AI techniques for autonomous enterprise data modeling and architecture. To address this, we propose developing an intelligent agent that can automatically discover, map, and query all data within an enterprise.

Data Engineering 207

Data Engineering Engineering Entertainment Software Engineering 207

Dynatrace

JUNE 13, 2022

To combat these challenges, organizations need an IT culture that addresses security resilience from the outset—also known as security by design —which, in turn, supports business resilience. Cloud operations and observability boost resilience for American Family – blog. Identify and minimize production risk of Log4Shell – blog.

Open Source 239

Open Source DevOps Java Innovation 239

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

Dynatrace

MAY 26, 2021

This blog dives into what we learned by listening to experts in the field and the key takeaways we gathered from the talks. A key takeaway from this talk is how important it is to be aware of the different sampling strategies and know which one makes sense for your application in a particular overload situation.

AWS 233

AWS Strategy Storage Metrics 233

Dynatrace

MAY 3, 2022

Cloud observability is fast becoming an imperative as more organizations adopt multicloud IT strategies. To adapt, many are turning to AIOps and other automation technologies to solve the complex issues that accompany cloud-native architecture. The machine-learning approach is designed to find patterns and correlations in data.

Cloud 201

Cloud DevOps Architecture Technology 201

Dynatrace

JANUARY 23, 2024

Why growing AI adoption requires an AI observability strategy – blog While AI adoption brings operational efficiency and innovation for organizations, it also introduces the potential for runaway AI costs. Platform engineering: Empowering key Kubernetes use cases with Dynatrace – blog Digital transformation continues surging forward.

Performance 210

Performance DevOps Innovation Artificial Intelligence 210

Strategic Tech

MAY 24, 2019

Over the past few years I have focused much of my learning and work choices around learning about the design of sociotechnical systems?—?how how to design software architectures and organise teams around them. As part of good design, we should consider the effects of changing all of these variables.

Design 45

Design Software Architecture Strategy Technology 45

The Netflix TechBlog

JANUARY 25, 2023

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. We will cover more details on Semantic Search support in a future blog article. This data is used by various teams for eg.

Scalability 291

Scalability Latency Media Architecture 291

Dynatrace

JUNE 2, 2022

Site reliability engineering (SRE) continues to gain popularity as organizations embrace hybrid cloud strategies and IT automation at scale. More than half (51%) of SREs say they dedicate significant time to influencing architectural design decisions to improve reliability. Dynatrace news. SREs need the freedom to experiment.

DevOps 147

DevOps Innovation Engineering Benchmarking 147

Testlodge

JULY 3, 2019

SOA or Service Oriented Architecture is a software development framework employed for building a business application by using a number of small independent services. Taking this route is not only cost effective, but also easier to manage and organize, and it is made possible through SOA architecture. The SOA Principle.

Architecture 66

Architecture Testing Testing Tools Performance Testing 66

Dynatrace

JULY 7, 2022

But as IT teams increasingly design and manage cloud-native technologies, the tasks IT pros need to accomplish are equally variable and complex. Cumbersome legacy IT architecture is giving way to modern multicloud architectures where technologies, data, and processes converge to enable innovation. Dynatrace news.

Artificial Intelligence 204

Artificial Intelligence Automotive DevOps Infrastructure 204

Simform

NOVEMBER 15, 2019

It starts with the design, then comes the architectural pattern, and everything looks fine. The post How to Build a Test Automation Strategy? appeared first on Insights on Latest Software Technologies - Simform Blog. Software projects start with excess enthusiasm. Even ahead of the schedule.

Strategy 40

Strategy Testing Architecture Software 40

Dynatrace

JANUARY 23, 2023

As our CTO Bernd Greifeneder shared in his blog post , what was a relatively small software release resulted in a large number of our customers b eing una ble to access their Dynatrace environments. Two weeks ago, we experienced a service interruption with our SSO service. Hopefully never.) This has been completed.

Social Media 130

Social Media Cache Traffic Media 130

Dynatrace

MAY 26, 2021

This blog dives into what we learned by listening to experts in the field and the key takeaways we gathered from the talks. A key takeaway from this talk is how important it is to be aware of the different sampling strategies and know which one makes sense for your application in a particular overload situation.

AWS 147

AWS Strategy Storage Metrics 147

Dynatrace

MARCH 14, 2022

As AI becomes increasingly important to care delivery, the healthcare sector is pursuing a national strategy for AI. Over the past few years, the company has undergone a digital transformation, migrating to a hybrid, cloud-native environment built on Amazon Web Services and a microservices architecture.

Healthcare 242

Healthcare Artificial Intelligence Innovation Strategy 242

Dynatrace

SEPTEMBER 13, 2023

This is a set of best practices and guidelines that help you design and operate reliable, secure, efficient, cost-effective, and sustainable systems in the cloud. If you use AWS cloud services to build and run your applications, you may be familiar with the AWS Well-Architected framework.

AWS 271

AWS Efficiency Azure Cloud 271

The Netflix TechBlog

NOVEMBER 14, 2023

In this three-part blog post series, we introduce you to Psyberg , our incremental data processing framework designed to tackle such challenges! Conclusion In this post, we described our data architecture at a high level, along with the pain points that led to the development of Psyberg. Some techniques we used were: 1.

Data Engineering 271

Data Engineering Engineering Processing Games 271

Dynatrace

APRIL 5, 2024

This blog post is for both novice and seasoned audiences alike. The first part of this blog post briefly explores the integration of SLO events with AI. If you’re interested in the relevance and utility of SLOs and how they might be helpful for you, you’ve come to the right place.

Efficiency 247

Efficiency Traffic Tuning Metrics 247

Alex Russell

OCTOBER 27, 2024

But that's not what strategy demands, and strategy is my job. [1] It's not going well This is what I started warning about in 2019 , and more recently on this blog. Doing strategy on behalf of a collectively-owned, open system is extremely unusual. Live-and-let-live is excellent guidance, and if it weren't for React et.

Strategy 72

Strategy Mobile Google Social Media 72

Dynatrace

SEPTEMBER 30, 2021

A cloud migration strategy, however, provides technical optimization that’s also firmly rooted in the business value chain. Migrating to the cloud is a strategy many organizations pursue to streamline and consolidate their security efforts. Check out our latest eBook to learn how to pick the right migration strategy.

Cloud 185

Cloud Traffic Best Practices Strategy 185

Strategic Tech

JULY 22, 2019

In Domain-Driven Design, a large system is decomposed into bounded contexts , which become natural boundaries in code as microservices and as teams in the organisation. The Bounded Context Design Canvas I designed this canvas based on the typical flow of strategic DDD workshops I run publicly and privately.

Design 76

Design Systems Processing Strategy 76

The Netflix TechBlog

SEPTEMBER 8, 2020

Over the course of this post, we will talk about our approach to this migration, the strategies that we employed, and the tools we built to support this. Image taken from a previously published blog post As you can see, our code was just a part (#2 in the diagram) of this monolithic service. It was a Node.js

Latency 241

Latency Cache Java Traffic 241

Testlodge

MARCH 15, 2023

Internal structure may include code, architecture, integrations, and data flows of a system. Integration testing assesses components against each other which often requires an understanding of the system’s architecture. Consider white box testing options while discussing the system and infrastructure during the design phase.

Testing 83

Testing Testing Tools Java Programming 83

Testlodge

APRIL 14, 2021

A software tester’s work life includes making sure that systems that have been designed to achieve specific results behave exactly as they should. Configuration testing is performed on a system that is consecutively set up using various combinations of configured hardware and software designed to deliver a specific functionality.

Testing 89

Testing Hardware Virtualization Operating System 89

Dynatrace

APRIL 5, 2021

Lambda’s highly efficient, on-demand computing environment aligns with today’s microservices-centric architectures, and readily integrates with other popular AWS offerings that an organization may already be using. appeared first on Dynatrace blog. The post What is AWS Lambda?

Lambda 198

Lambda AWS Serverless Hardware 198

Testlodge

MAY 26, 2021

Besides, complex architecture, non-availability of required expertise, a lack of new tools or advanced technology, inappropriate domain knowledge, etc., Test Planning and Design: The objective is to define a test approach based on previous activities. Also, test cases an be designed for each identified risk to cover all the aspects.

Testing 105

Testing Software Engineering Best Practices Strategy 105

Rigor

JANUARY 13, 2020

When it comes to web content, you can easily find what you need through many different paths, from search engines and social media to playlists and blogs, jumping from one source to another with just a tap of a finger. Information Architecture. Designing for Performance. High Performance Responsive Design. The Art of SEO.

Performance 75

Performance Social Media Website Website Performance 75

Strategic Tech

JANUARY 22, 2024

This article was co-authored with Eduardo da Silva (also published on his blog ). Architecture modernization initiatives are strategic efforts involving many teams, usually for many months or years. They need a more loosely coupled architecture and empowered teams. Business opportunity : the primary reason for the modernization.

Architecture 98

Architecture Metrics Logistics Strategy 98

The Netflix TechBlog

MARCH 10, 2023

In this blog, we will be focusing on how we utilize Elasticsearch for indexing and search the assets. This is the layer we’d like to focus on in this blog. One of the first decisions when integrating with Elasticsearch is designing the indices, their settings and mappings. Amsterdam is built on top of three storage layers.

Strategy 264

Strategy Cache Storage Analytics 264

Strategic Tech

JANUARY 19, 2020

Developers who follow a Domain-Driven Design approach, however, have a counter-balance. Using this visualisation, we can go further and identify patterns which will guide our technology strategy and software development investments in the present and the future. A concept known as the Core Domain.

Open Source 87

Open Source Games Innovation Strategy 87

Tech News Gather

JULY 6, 2023

To simplify your search, this blog aims to highlight the ten best mobile app development companies in Dallas, renowned for their expertise in creating high-performance web and mobile applications that cater to all your digital needs. They offer end-to-end solutions, from concept design to deployment, ensuring exceptional user experiences.

Mobile 52

Mobile Development Innovation Healthcare 52

Dynatrace

NOVEMBER 20, 2023

Across the cloud operations lifecycle, especially in organizations operating at enterprise scale, the sheer volume of cloud-native services and dynamic architectures generate a massive amount of data. As a result, this volume and complexity can slow down proactive and efficient cloud management operations. What is causal AI? What is AIOps?

AWS 232

AWS Artificial Intelligence Cloud Analytics 232

Dynatrace

DECEMBER 10, 2020

I recently joined two industry veterans and Dynatrace partners, Syed Husain of Orasi and Paul Bruce of Neotys as panelists to discuss how performance engineering and test strategies have evolved as it pertains to customer experience. This blog summarizes our great conversation for the posed questions.

Strategy 201

Strategy Performance Logistics Monitoring 201

Edge Perspectives

JANUARY 21, 2019

I recently wrote a blog post suggesting that the ultimate test of transformation is whether the caterpillar became a butterfly – is it so different that it’s unrecognizable? It’s Martin Luther King Day in the US and I can’t think of a better day to declare that I have a dream and to explore that dream in a blog post.

Innovation 104

Innovation Scalability Mobile Efficiency 104

ACM Sigarch

DECEMBER 17, 2018

In the computer architecture community, we have recently taken a number of initiatives to help mentor PhD students, however, we believe that there is a need for more mentoring opportunities and especially for focused mentoring opportunities. Her postings are her own opinions and may not represent AMD’s positions, strategies or opinions.

Architecture 49

Architecture Network Strategy Systems 49

ACM Sigarch

DECEMBER 19, 2022

We look here at a Gedankenexperiment: move 16 bytes per cycle , addressing not just the CPU movement, but also the surrounding system design. A lesser design cannot possibly move 16 bytes per cycle. This base design can map easily onto many current chips. Those over their limit get the alternate allocation strategy.

Design 145

Design Systems Cache Network 145

Dynatrace

JANUARY 19, 2022

Over the past 18 months, the need to utilize cloud architecture has intensified. As dynamic systems architectures increase in complexity and scale, IT teams face mounting pressure to track and respond to the activity in their multi-cloud environments. Observability vs. monitoring: What’s the difference? – Blog.

Artificial Intelligence 203

Artificial Intelligence DevOps Performance Games 203