The Netflix TechBlog

NOVEMBER 12, 2024

By: Rajiv Shringi , Oleksii Tkachuk , Kartik Sathyanarayanan Introduction In our previous blog post, we introduced Netflix’s TimeSeries Abstraction , a distributed service designed to store and query large volumes of temporal event data with low millisecond latencies. Additionally, we employ a bucketing strategy to prevent wide partitions.

Latency 251

Latency Cache Infrastructure Strategy 251

High Scalability

AUGUST 27, 2018

We designed Auth0 from the beginning so that it could run anywhere: on our cloud, on your cloud, or even on your own private infrastructure. com and the strategies we use to keep it up and running with high availability. Core service architecture. Authentication is critical for the vast majority of apps.

Architecture 244

Architecture Cloud Traffic Infrastructure 244

Dynatrace

MAY 8, 2023

Digital transformation strategies are fundamentally changing how organizations operate and deliver value to customers. Consumers expect personalized, proactive, and convenient service, which traditional application architectures often struggle to provide. Improved customer experience. Competitive advantage.

Strategy 244

Strategy Retail DevOps Traffic 244

The Netflix TechBlog

MARCH 10, 2023

One of the first decisions when integrating with Elasticsearch is designing the indices, their settings and mappings. These applications are built on a microservices architecture, and the Asset Management Platform provides asset management to those dozens of services for various asset types. Net, Ruby, Perl etc.).

Strategy 264

Strategy Cache Storage Analytics 264

InfoQ

APRIL 16, 2025

At QCon London 2025, Vanderbijl unveiled how domain-driven design transformed a chaotic healthcare platform into a coherent business architecture. Through innovative strategies like "Take That" and "Robbie Williams," the team tackled architectural complexity, emphasizing adaptability and continuous improvement.

Design 60

Design Healthcare Architecture Innovation 60

Scalegrid

FEBRUARY 6, 2025

RabbitMQ is designed for flexible routing and message reliability, while Kafka handles high-throughput event streaming and real-time data processing. This article outlines the key differences in architecture, performance, and use cases to help determine the best fit for your workload. What is RabbitMQ? What is Apache Kafka?

Latency 147

Latency Analytics Architecture Storage 147

Scalegrid

FEBRUARY 24, 2025

Youll also learn strategies for maintaining data safety and managing node failures so your RabbitMQ setup is always up to the task. This decoupling is crucial in modern architectures where scalability and fault tolerance are paramount. Scaling RabbitMQ ensures your system can handle growing traffic and maintain high performance.

Best Practices 147

Best Practices Traffic Strategy Scalability 147

Abhishek Tiwari

DECEMBER 22, 2024

Alibaba has constructed a sophisticated microservices architecture to address the challenges of serving its vast user base and handling complex business operations. This article draws from research by Luo et al.,

Architecture 59

Architecture Strategy Scalability Design 59

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. Then, using a design thinking process , ideate on the future and establish the business vision.

Strategy 245

Strategy Performance Logistics Monitoring 245

Strategic Tech

JULY 21, 2020

Most organisations go through an architecture modernisation effort at some point as their systems drift into a state of intolerable maintenance costs and they diverge too far from modern technological advances. Before jumping into either of those scenarios, have a look at what Strategic Domain-Driven Design can offer you.

Architecture 98

Architecture Design Software Architecture Strategy 98

O'Reilly Software

OCTOBER 23, 2018

A look at the roles of architect and strategist, and how they help develop successful technology strategies for business. I should start by saying this section does not offer a treatise on how to do architecture. Vitruvius and the principles of architecture. Architecture begins when someone has a nontrivial problem to be solved.

Strategy 100

Strategy Architecture Technology Technology 100

ACM Sigarch

APRIL 2, 2025

To create a CPU core that can execute a large number of instructions in parallel, it is necessary to improve both the architecturewhich includes the overall CPU design and the instruction set architecture (ISA) designand the microarchitecture, which refers to the hardware design that optimizes instruction execution.

Efficiency 75

Efficiency Hardware Architecture Design 75

Scalegrid

MARCH 14, 2024

Mastering Hybrid Cloud Strategy Are you looking to leverage the best private and public cloud worlds to propel your business forward? A hybrid cloud strategy could be your answer. Understanding Hybrid Cloud Strategy A hybrid cloud merges the capabilities of public and private clouds into a singular, coherent system.

Strategy 130

Strategy Cloud Artificial Intelligence Infrastructure 130

DZone

JULY 10, 2024

In today’s digital landscape, APIs have become the backbone of modern software architecture, enabling seamless integration and communication among disparate systems. Effective API management is critical to ensuring that these interfaces are secure, scalable, and maintainable.

Best Practices 227

Best Practices Software Architecture Strategy Scalability 227

Dynatrace

OCTOBER 2, 2023

Transforming an application from monolith to microservices-based architecture can be daunting, and knowing where to start can be difficult. Unsurprisingly, organizations are breaking away from monolithic architectures and moving toward event-driven microservices. Migration is time-consuming and involved.

Architecture 278

Architecture Artificial Intelligence Cloud Open Source 278

Scalegrid

JANUARY 8, 2024

Confused about multi-cloud vs hybrid cloud and which is the right strategy for your organization? Discover key insights and strategic advice in our article, designed to steer you toward the best cloud solution that fits your company’s priorities. What is Hybrid Cloud?

Cloud 147

Cloud Strategy Scalability Artificial Intelligence 147

Scalegrid

MARCH 22, 2024

A well-planned multi cloud strategy can seriously upgrade your business’s tech game, making you more agile. Key Takeaways Multi-cloud strategies have become increasingly popular due to the need for flexibility, innovation, and the avoidance of vendor lock-in. Thinking about going multi-cloud?

Strategy 130

Strategy Cloud Government Innovation 130

Dynatrace

NOVEMBER 2, 2023

Spiraling cloud architecture and application costs have driven the need for new approaches to cloud spend. The result is smarter, data-driven solutions designed to manage cloud spend. Create optimization strategies with realistic goals for each team. What is FinOps? FinOps company culture.

Cloud 246

Cloud Strategy Retail Energy 246

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 26, 2021

This includes custom, built-in-house apps designed for a single, specific purpose, API-driven connections that bridge the gap between legacy systems and new services, and innovative apps that leverage open-source code to streamline processes. Each has its own role to play in successfully implementing this tactical trifecta at scale.

DevOps 306

DevOps Best Practices Open Source Tuning 306

Dynatrace

MAY 2, 2024

Additionally, blind spots in cloud architecture are making it increasingly difficult for organizations to balance application performance with a robust security posture. Therefore, these organizations need an in-depth strategy for handling data that AI models ingest, so teams can build AI platforms with security in mind.

Artificial Intelligence 264

Artificial Intelligence Cloud Best Practices DevOps 264

The Netflix TechBlog

DECEMBER 11, 2020

Our Journey so Far Over the past year, we’ve implemented the core infrastructure pieces necessary for a federated GraphQL architecture as described in our previous post: Studio Edge Architecture The first Domain Graph Service (DGS) on the platform was the former GraphQL monolith that we discussed in our first post (Studio API).

Architecture 255

Architecture Best Practices Engineering Open Source 255

Dynatrace

JULY 22, 2020

Microservice design principles force people to think along a spectrum of loose coupling. Introduces the Dynatrace long-term design pattern for full-stack observability, described below. Cloud-native software design, much like microservices architecture, is founded on the premise of speed to delivery via phases, or iterations.

Government 243

Government Innovation Strategy Speed 243

DZone

FEBRUARY 9, 2024

In the paradigm of zero trust architecture , Privileged Access Management (PAM) is emerging as a key component in a cybersecurity strategy, designed to control and monitor privileged access within an organization.

Strategy 195

Strategy Architecture Network Database 195

Dynatrace

JANUARY 31, 2024

Retrieval-augmented generation emerges as the standard architecture for LLM-based applications Given that LLMs can generate factually incorrect or nonsensical responses, retrieval-augmented generation (RAG) has emerged as an industry standard for building GenAI applications.

Cache 276

Cache Azure Infrastructure Monitoring 276

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. Modern cloud-native environments rely heavily on microservices architectures.

Artificial Intelligence 245

Artificial Intelligence DevOps Performance Games 245

Dynatrace

MAY 23, 2022

Cloud environment toolkits —microservices, Kubernetes, and serverless platforms — deliver business agility, but also create complexity for which many security solutions weren’t designed. As a result, while cloud architecture has enabled organizations to develop applications iteratively, it also increased exposure to vulnerabilities.

Strategy 246

Strategy Innovation Cloud Serverless 246

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. The architects and developers who create the software must design it to be observed. Dynatrace news. Benefits of observability.

Metrics 363

Metrics Open Source Monitoring Cloud 363

Dynatrace

JANUARY 5, 2023

To prevent such a significant service disruption from happening again, we are taking several immediate and mid-term actions in addition to the existing rigorous automated testing process: Improve architectural design to eliminate SSO bottleneck risk.

Cache 246

Cache Monitoring Strategy Speed 246

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 243

Cloud Ecommerce Performance Retail 243

Dynatrace

MAY 26, 2021

In the keynote by Christina Yakomin and Steve Prazenica from Vanguard, the presenters recounted their journey from a monolith with alert-based incident reporting and no positive health signals to an observable microservice architecture. OTel is designed to ensure flexibility and stability. So, the design of OTel allows for flexibility.

AWS 246

AWS Strategy Storage Metrics 246

Dynatrace

JULY 29, 2024

Security by design enhanced by unified observability and security – blog Business spend management company Soldo uses unified observability and security to implement efficient security-by-design and DevSecOps practices. But while powerful, these environments are complex and challenging to manage.

Analytics 245

Analytics Government DevOps Efficiency 245

Dynatrace

NOVEMBER 11, 2022

Hyperconverged infrastructure (HCI) is an IT architecture that combines servers, storage, and networking functions into a unified, software-centric platform to streamline resource management. For organizations managing a hybrid cloud infrastructure , HCI has become a go-to strategy. What is hyperconverged infrastructure?

Infrastructure 264

Infrastructure Storage Virtualization Network 264

Strategic Tech

FEBRUARY 15, 2023

FThis article describes a pattern we have observed and applied in multi-team-scope architecture modernization initiatives, the Architecture Modernization Enabling Team (AMET). An AMET is a type of architecture enabling team that coordinates and upskills all teams and stakeholders in the modernization initiative.

Architecture 97

Architecture Innovation Airlines Technology 97

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 245

Cloud DevOps Architecture Technology 245

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. See how to use Dynatrace in your cloud migration strategy. What is application modernization?

AWS 277

AWS Artificial Intelligence Cloud Analytics 277

Dynatrace

JUNE 10, 2024

Security analytics solutions are designed to handle modern applications that rely on dynamic code and microservices. Security analytics must also contend with the multicomponent architecture of modern IT infrastructure. Infrastructure type In most cases, legacy SIEM tools are on-premises.

Analytics 264

Analytics Network Open Source Hardware 264