Dynatrace

JULY 11, 2023

Dynatrace full stack Red Hat OpenShift observability Dynatrace unifies platform engineering and application teams on a single platform, enhancing software quality and operational efficiency to drive innovation. Scalability and cloud-native support: Dynatrace is designed to scale effortlessly in dynamic Kubernetes environments.

Architecture 176

Architecture Availability Infrastructure Monitoring 176

Dynatrace

APRIL 10, 2023

But “the benefits are definitely worth the effort, provided you do it in a strategic way,” Bollampally said. Such testing is critical to identifying customer shopping patterns that inform decisions about application design and user experience. But it also introduces processing overhead that can drag down performance.

Cloud 179

Cloud Ecommerce Performance Retail 179

The Agile Manager

OCTOBER 31, 2017

It is appealing to think of your trading partners and competitors seeing your company as an industry leading innovator. Unfortunately, as we saw last month, innovation is an increasingly expensive game. Do You have the Financial Profile of an Innovator? Innovation is risk, and equity - not debt - is risk capital.

Innovation 40

Innovation Games Efficiency Analytics 40

The Netflix TechBlog

MARCH 2, 2021

Our experimentation and causal inference focused data scientists help shape business decisions, product innovations, and engineering improvements across our service. Roxy Du (Product Innovation) [Roxy D.] My academic credentials definitely helped on the technical side. What brought you to the field of data science?

Analytics 207

Analytics C++ Innovation Engineering 207

Smashing Magazine

SEPTEMBER 5, 2019

Inspired Design Decisions: Alexey Brodovitch. Inspired Design Decisions: Alexey Brodovitch. Before writing Art Direction for the Web , I began to study Alexey Brodovitch when I became fascinated by editorial and magazine design. This book will make a fabulous addition to your design collection. Andrew Clarke.

Design 79

Design Media Website Development 79

Dynatrace

MAY 5, 2021

Today we’re proud to announce the new Dynatrace Operator, designed from the ground up to handle the lifecycle of OneAgent, Kubernetes API monitoring, OneAgent traffic routing, and all future containerized componentry such as the forthcoming extension framework. Other Dynatrace components, like ActiveGate, are deployed separately.

Cloud 232

Cloud Traffic Monitoring Open Source 232

The Netflix TechBlog

SEPTEMBER 10, 2019

Instead of spending their time wrangling data and conducting the same ad-hoc analyses multiple times, we would like our data scientists to focus on contributing new and innovative techniques for analyzing tests, such as Interleaving , Quantile Bootstrapping , Quasi Experiments , Quantile Regression, and Heterogeneous Treatment Effects.

Metrics 215

Metrics Architecture Infrastructure Innovation 215

The Netflix TechBlog

FEBRUARY 16, 2021

However, with our rapid product innovation speed, the whole approach experienced significant challenges: Business Complexity: The existing SKU management solution was designed years ago when the engagement rules were simple?—?three We value knowledge sharing, and it’s the drive for industry innovation.

Mobile 209

Mobile Engineering Infrastructure Scalability 209

The Netflix TechBlog

FEBRUARY 9, 2021

We need to be constantly adapting and innovating as a result of this change. In particular, it’s our job to design and build the systems and protocols that enable customers from all over the world to sign up for Netflix with the plan features and incentives that best suit their needs.

Engineering 142

Engineering Scalability Architecture Innovation 142

High Scalability

MAY 4, 2022

If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! has hours of system design content. They also do live system design discussions every week. Learn to balance architecture trade-offs and design scalable enterprise-level software.

Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

FEBRUARY 1, 2022

If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! has hours of system design content. They also do live system design discussions every week. Learn to balance architecture trade-offs and design scalable enterprise-level software.

Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

JULY 18, 2022

If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! has hours of system design content. They also do live system design discussions every week. Learn to balance architecture trade-offs and design scalable enterprise-level software.

Education 100

Education DevOps Infrastructure Scalability 100

Dynatrace

DECEMBER 2, 2021

To get a better handle on this, let’s start with some definitions. Properly set and defined SLOs should have error budgets that give developers space to innovate without impacting operations. An SLO designed for the workload requirements right now may not be equally valid for future performance requirements. What are SLIs?

Metrics 200

Metrics Best Practices DevOps Infrastructure 200

High Scalability

JUNE 10, 2022

If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! has hours of system design content. They also do live system design discussions every week. Learn to balance architecture trade-offs and design scalable enterprise-level software.

Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

DECEMBER 9, 2021

If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! has hours of system design content. They also do live system design discussions every week. Learn to balance architecture trade-offs and design scalable enterprise-level software.

Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

AUGUST 24, 2021

If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! has hours of system design content. They also do live system design discussions every week. Learn to balance architecture trade-offs and design scalable enterprise-level software.

Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

JULY 15, 2021

If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! has hours of system design content. They also do live system design discussions every week. Learn to balance architecture trade-offs and design scalable enterprise-level software.

Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

OCTOBER 27, 2021

If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! has hours of system design content. They also do live system design discussions every week. Learn to balance architecture trade-offs and design scalable enterprise-level software.

Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

JUNE 29, 2021

If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! has hours of system design content. They also do live system design discussions every week. Learn to balance architecture trade-offs and design scalable enterprise-level software.

Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

SEPTEMBER 29, 2021

If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! has hours of system design content. They also do live system design discussions every week. Learn to balance architecture trade-offs and design scalable enterprise-level software.

Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

JUNE 8, 2021

If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! has hours of system design content. They also do live system design discussions every week. Learn to balance architecture trade-offs and design scalable enterprise-level software.

Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

SEPTEMBER 15, 2021

If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! has hours of system design content. They also do live system design discussions every week. Learn to balance architecture trade-offs and design scalable enterprise-level software.

Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

MARCH 18, 2021

If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! has hours of system design content. They also do live system design discussions every week. Learn to balance architecture trade-offs and design scalable enterprise-level software.

Education 100

Education DevOps Scalability Infrastructure 100

High Scalability

MARCH 18, 2021

If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! has hours of system design content. They also do live system design discussions every week. Learn to balance architecture trade-offs and design scalable enterprise-level software.

Education 100

Education DevOps Scalability Infrastructure 100

Strategic Tech

NOVEMBER 25, 2018

If you’re among the thousands of organisations building a platform-powered digital ecosystem, you face serious organisation design challenges. Without an explicit organisation design strategy, you will over-commit resources to low priority initiatives and starve your big bets?—?the This is a concept we can apply in organisation design.

Design 40

Design Speed Innovation Strategy 40

High Scalability

MAY 18, 2021

If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! has hours of system design content. They also do live system design discussions every week. Learn to balance architecture trade-offs and design scalable enterprise-level software.

Education 100

Education DevOps Scalability Infrastructure 100

High Scalability

APRIL 7, 2021

If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! has hours of system design content. They also do live system design discussions every week. Learn to balance architecture trade-offs and design scalable enterprise-level software.

Education 100

Education DevOps Scalability Infrastructure 100

High Scalability

OCTOBER 24, 2022

We would still be building higher and higher on top of VMs because that's where platform innovation would have stopped evolving. We have several players like Cloudflare innovating to become alternative lower-cost cloud providers. So why bother innovating? This is because the cloud is not a railroad. They are different in kind.

Cloud 187

Cloud Hardware Infrastructure Innovation 187

High Scalability

MARCH 18, 2021

If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! has hours of system design content. They also do live system design discussions every week. Learn to balance architecture trade-offs and design scalable enterprise-level software.

Education 100

Education DevOps AWS Scalability 100

Dynatrace

NOVEMBER 8, 2021

G2 Research includes a clear definition of APM in its Grid Report for Application Performance Monitoring for Spring 2021. ” APM vendors originally designed their solutions to quickly identify application performance issues in monolithic on-premises apps. The Dynatrace approach: APM and beyond.

Artificial Intelligence 238

Artificial Intelligence Monitoring Infrastructure Cloud 238

The Netflix TechBlog

MARCH 22, 2021

Focusing on impact Like many teams at Netflix, we are full-cycle developers , responsible for everything from design to ongoing development. We’ve already replaced some homegrown solutions that required users to individually bootstrap and configure scripts with a generic UI built from in-code definitions.

Engineering 163

Engineering Innovation Strategy Java 163

The Netflix TechBlog

FEBRUARY 9, 2021

Accelerating Innovation. Before designing a solution it’s important to understand the main product requirements for such a feature: The content needs to be new, relevant, and regional (not all countries have the same catalogue). The primary focus of this post will be the top of the signup funnel.

Engineering 165

Engineering Storage Latency Entertainment 165

The Netflix TechBlog

MARCH 25, 2019

You are designing a learning system to forecast Service Level Agreement (SLA) violations and would want to factor in all upstream dependencies and corresponding historical states. Design a flexible data model ? —?Represent Therefore, the ingestion approach for data lineage is designed to work with many disparate data sources.

Infrastructure 219

Infrastructure Big Data Transportation Architecture 219

All Things Distributed

APRIL 11, 2018

I spend a lot of time talking to our customers and leaders at Amazon about innovation. In our industry, four years is a long time, but I think we've only just started exploring how this combination of code packaging, well-designed workflows, and the cloud can reshape the ability of developers to quickly build applications and innovate.

Cloud 148

Cloud AWS Innovation Traffic 148

Strategic Tech

JANUARY 12, 2020

Please feel free to use it, create remixes, or simply take it as inspiration to develop your own ways of designing bounded contexts. I feel there is a lot of potential to improve how we design bounded contexts and this is just the starting point. More importantly, keep looking for better ways to design systems.

Design 72

Design Strategy Innovation Processing 72

Strategic Tech

JANUARY 19, 2020

Developers who follow a Domain-Driven Design approach, however, have a counter-balance. 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. A concept known as the Core Domain.

Open Source 87

Open Source Games Innovation Strategy 87

The Agile Manager

NOVEMBER 30, 2021

IT adds bureaucracy and overhead; hires for jobs devoid of the host business’ context; and by definition foments an arms-length relationship between “the business” and “IT” that stymies collaboration and cooperation and, subsequently, solution cohesiveness. Not a strong value prop there by today’s standards.

Innovation 52

Innovation Software Engineering Efficiency Design 52