The Netflix TechBlog

MARCH 10, 2023

This feature support required a significant update in the data table design (which includes new tables and updating existing table columns). Data Sharding strategy in elasticsearch is updated to provide low search latency (as described in blog post) Design of new Cassandra reverse indices to support different sets of queries.

Media 237

Media Traffic Processing Design 237

Dynatrace

OCTOBER 10, 2023

Process Improvements (50%) The allocation for process improvements is devoted to automation and continuous improvement SREs help to ensure that systems are scalable, reliable, and efficient. SREs invest significant effort in enhancing software reliability, scalability, and dependability. However, this is highly unlikely.

Engineering 226

Engineering DevOps Innovation Strategy 226

Dynatrace

MARCH 14, 2023

Amazon’s new general-purpose Linux for AWS is designed to provide a secure, stable, and high-performance execution environment to develop and run cloud applications. Saving your cloud operations and SRE teams hours of guesswork and manual tagging, the Davis AI engine analyzes billions of events in real time.

AWS 281

AWS Lambda Serverless Virtualization 281

Dynatrace

MAY 23, 2024

Such frameworks support software engineers in building highly scalable and efficient applications that process continuous data streams of massive volume. Stream processing systems, designed for continuous, low-latency processing, demand swift recovery mechanisms to tolerate and mitigate failures effectively.

Engineering 180

Engineering Tuning Latency Open Source 180

The Netflix TechBlog

MARCH 7, 2024

Since its inception , Metaflow has been designed to provide a human-friendly API for building data and ML (and today AI) applications and deploying them in our production infrastructure frictionlessly. Explainer flow is event-triggered by an upstream flow, such Model A, B, C flows in the illustration.

Systems 226

Systems Media Cache Open Source 226

Dynatrace

MARCH 6, 2024

It is based on the IBM AS/400 system and is known for its reliability, scalability, and security features. IBM i is designed to integrate seamlessly with legacy and modern applications, allowing businesses to run critical workloads and applications. Identify users who are consuming the most spooling files.

Monitoring 235

Monitoring Infrastructure Metrics Analytics 235

InfoQ

JUNE 16, 2023

Datadog created a dedicated data ingestion architecture offering exactly-once semantics for their third-generation event store, Husky. The event-driven architecture (EDA) can accommodate bursts in traffic in the multi-tenant platform with reasonable ingestion latency and acceptable operational costs. By Rafal Gancarz

Architecture 55

Architecture Scalability Latency Traffic 55

High Scalability

DECEMBER 16, 2022

This model of computing has become increasingly popular in recent years, as it offers a number of benefits, including cost savings, flexibility, scalability, and increased efficiency. I'm sorry, but as a large language model trained by OpenAI, I don't have the ability to browse the internet or keep up-to-date with current events.

Cloud 201

Cloud Serverless Internet Internet 201

O'Reilly Software

JUNE 12, 2018

The benefits of modeling data as events as a mechanism to evolve our software systems. Data is all-important—vital for the continued success of our businesses—but has also been seen as a massive constraint in how we design and evolve our systems. All too often, the software wasn’t designed in a way that made it easy to ship.

Database 72

Database Cache Architecture Latency 72

Dynatrace

DECEMBER 21, 2023

Options at each level offer significant potential benefits, especially when complemented by practices that influence the design and purchase decisions made by IT leaders and individual contributors. For a deeper look into these and many other recommendations, my colleagues and I wrote an eBook about performance and scalability on the topic.

Cloud 209

Cloud Energy Best Practices Cache 209

High Scalability

JULY 18, 2022

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. Check out Educative.io 's 5-part learning path: Scalability and System Design for Developers. Fun and Interesting Events.

Education 100

Education DevOps Infrastructure Scalability 100

Dynatrace

MARCH 9, 2023

In turn, manual approaches to identifying code issues and troubleshooting are not scalable. Event-driven automation is typically the next stage in DevOps automation maturity, adding functions as a service to handle problem remediation and threat protection.

DevOps 233

DevOps Infrastructure Software Software 233

High Scalability

MAY 4, 2022

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Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

JUNE 10, 2022

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Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

FEBRUARY 1, 2022

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Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

DECEMBER 9, 2021

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Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

AUGUST 4, 2020

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Education 115

Education AWS Scalability Java 115

High Scalability

OCTOBER 27, 2021

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Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

AUGUST 24, 2021

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Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

SEPTEMBER 29, 2021

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Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

JULY 15, 2021

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Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

SEPTEMBER 15, 2021

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Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

JUNE 29, 2021

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Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

JUNE 8, 2021

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Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

SEPTEMBER 3, 2020

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Education 105

Education AWS Scalability Java 105

The Netflix TechBlog

AUGUST 30, 2021

In the Device Management Platform, this is achieved by having device updates be event-sourced through the control plane to the cloud so that NTS will always have the most up-to-date information about the devices available for testing. The RAE is configured to be effectively a router that devices under test (DUTs) are connected to.

Latency 213

Latency Traffic Transportation Hardware 213

High Scalability

JUNE 11, 2020

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Education 105

Education AWS Scalability Java 105

High Scalability

JULY 8, 2020

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Education 102

Education AWS Scalability Java 102

High Scalability

DECEMBER 22, 2020

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Education 100

Education AWS Scalability Java 100

High Scalability

MARCH 8, 2021

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Education 100

Education AWS Scalability Java 100

High Scalability

DECEMBER 8, 2020

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Education 100

Education AWS Scalability Java 100

High Scalability

MAY 18, 2021

Fun and Interesting Events. 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. Check out Educative.io 's 5-part learning path: Scalability and System Design for Developers.

Education 100

Education DevOps Scalability Infrastructure 100

High Scalability

NOVEMBER 24, 2020

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Education 100

Education AWS Scalability Java 100

High Scalability

OCTOBER 14, 2020

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Education 102

Education AWS Scalability Java 102

High Scalability

FEBRUARY 17, 2021

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Education 100

Education AWS Scalability Java 100

High Scalability

NOVEMBER 10, 2020

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Education 100

Education AWS Scalability Java 100

High Scalability

FEBRUARY 2, 2021

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Education 100

Education AWS Scalability Java 100