The Netflix TechBlog

DECEMBER 14, 2023

The Talks The Netflix Data Engineering Stack Chris Stephens, Data Engineer, Content & Studio and Pedro Duarte, Software Engineer, Consolidated Logging walk engineers new to Netflix through the building blocks of the Netflix Data Engineering stack.

Data Engineering 265

Data Engineering Engineering Software Engineering Best Practices 265

Dynatrace

NOVEMBER 3, 2023

In response to this shift, platform engineering is growing in popularity. Many consider it an effective solution for improving efficiency and overall satisfaction for developers across a variety of organizations and industries. The practice of platform engineering has evolved alongside the increasing complexity of cloud environments.

Engineering 264

Engineering DevOps Software Engineering Scalability 264

The Netflix TechBlog

NOVEMBER 9, 2021

by Liwei Guo , Ashwin Kumar Gopi Valliammal , Raymond Tam , Chris Pham , Agata Opalach , Weibo Ni AV1 is the first high-efficiency video codec format with a royalty-free license from Alliance of Open Media (AOMedia), made possible by wide-ranging industry commitment of expertise and resources.

Media 246

Media Open Source Software Engineering Efficiency 246

Dynatrace

NOVEMBER 7, 2023

Platform engineering is on the rise. According to leading analyst firm Gartner, “80% of software engineering organizations will establish platform teams as internal providers of reusable services, components, and tools for application delivery…” by 2026. Automation, automation, automation.

Engineering 306

Engineering DevOps Best Practices Infrastructure 306

The Netflix TechBlog

MARCH 4, 2025

This standardization enhances adoption within the personalization stack, simplifies the system, and improves understanding and debuggability for engineers. This endpoint efficiently reads from all available Hollow Feeds to obtain the current status, thanks to Hollows in-memory capabilities.

Traffic 180

Traffic Strategy Entertainment Innovation 180

Dynatrace

DECEMBER 5, 2022

In a similar way that developers automate a single task to improve consistency, efficiency, and speed, orchestration tools can coordinate the automation of tasks across platforms. This ranges from deploying virtual machines and configuring software to ensuring that software development operations are proceeding efficiently and reliably.

DevOps 264

DevOps Virtualization Best Practices Innovation 264

Strategic Tech

MARCH 26, 2019

Software development is not an established discipline where there is a clear technique used to solve any given problem. In fact, there are near infinite ways to solve every software engineering challenging. The costs of entropy in software systems cannot be over-emphasised. This is natural, yet this is also a big problem.

Software Engineering 76

Software Engineering Engineering Software Software 76

Dynatrace

MAY 6, 2024

This way, disruptions are minimized, MTTR is significantly decreased, and DevSecOps and SREs collaborate efficiently to boost productivity. Problem remediation is too time-consuming According to the DevOps Automation Pulse Survey 2023 , on average, a software engineer takes nine hours to remediate a problem within a production application.

DevOps 306

DevOps Software Engineering Games Java 306

The Netflix TechBlog

AUGUST 11, 2020

These methods can provide rich information for decision making, such as in experimentation platforms (“XP”) or in algorithmic policy engines. We want to amplify the effectiveness of our researchers by providing them software that can estimate causal effects models efficiently, and can integrate causal effects into large engineering systems.

Software Engineering 238

Software Engineering Scalability Engineering Strategy 238

Dynatrace

MAY 23, 2024

Stream processing One approach to such a challenging scenario is stream processing, a computing paradigm and software architectural style for data-intensive software systems that emerged to cope with requirements for near real-time processing of massive amounts of data.

Engineering 245

Engineering Tuning Latency Open Source 245

Dynatrace

NOVEMBER 2, 2023

In addition to rising IT costs and a turbulent economy, DevOps automation has shifted from an efficiency drive to a strategic imperative for organizations looking to keep up with the pace of today’s technological landscape. DevOps automation is necessary to increase speed and efficiency in the software development pipeline.

DevOps 246

DevOps Benchmarking Azure Innovation 246

Dynatrace

NOVEMBER 14, 2023

Customer empathy is key to a fully optimized site reliability engineering practice Software engineering can often be an impersonal discipline. The panelists speculated that AI will likely improve quality of life for SRE teams through its ability to efficiently execute tasks.

Best Practices 246

Best Practices Engineering DevOps Software Engineering 246

The Netflix TechBlog

JUNE 20, 2024

To handle errors efficiently, Netflix developed a rule-based classifier for error classification called “Pensive.” To address this, we propose developing an intelligent agent that can automatically discover, map, and query all data within an enterprise.

Data Engineering 206

Data Engineering Engineering Entertainment Software Engineering 206

The Netflix TechBlog

OCTOBER 28, 2021

Interview with Pallavi Phadnis This post is part of our “ Data Engineers of Netflix ” series, where our very own data engineers talk about their journeys to Data Engineering @ Netflix. Pallavi Phadnis is a Senior Software Engineer at Netflix. Pallavi, what’s your journey to data engineering at Netflix?

Data Engineering 181

Data Engineering Engineering Big Data Software Engineering 181

Dynatrace

APRIL 20, 2023

With more automated approaches to log monitoring and log analysis, however, organizations can gain visibility into their applications and infrastructure efficiently and with greater precision—even as cloud environments grow. ” A data warehouse, on the other hand, is an efficient and fast option for querying data.

Analytics 246

Analytics Infrastructure Storage Architecture 246

Dynatrace

MARCH 6, 2024

As organizations look to expand DevOps maturity, improve operational efficiency, and increase developer velocity, they are embracing platform engineering as a key driver. ” Because of their versatility, teams can use IDPs for all types of software engineering projects, not just those in cloud-native scenarios.

Engineering 264

Engineering Development DevOps Infrastructure 264

Dynatrace

FEBRUARY 4, 2021

Site reliability engineering (SRE) is the practice of applying software engineering principles to operations and infrastructure processes to help organizations create highly reliable and scalable software systems. DevOps teams must constantly adapt by using agile methodologies and rapid delivery models, such as CI/CD.

Engineering 264

Engineering DevOps Government Latency 264

DZone

FEBRUARY 27, 2021

As a Software Engineer, the mind is trained to seek optimizations in every aspect of development and ooze out every bit of available CPU Resource to deliver a performing application. This begins not only in designing the algorithm or coming out with efficient and robust architecture but right onto the choice of programming language.

Java 214

Java C++ Benchmarking Programming 214

Dynatrace

MARCH 17, 2021

Application security is a software engineering term that refers to several different types of security practices designed to ensure applications do not contain vulnerabilities that could allow illicit access to sensitive data, unauthorized code modification, or resource hijacking. Dynatrace news.

Open Source 242

Open Source Cloud Games Java 242

DZone

MARCH 13, 2024

As software engineers, we are always striving for high performance and efficiency in our code. It can analyze, optimize, and scrutinize code efficiency and can help developers compare different code implementations, identify bottlenecks, and fine-tune critical sections for optimal performance.

Benchmarking 147

Benchmarking Tuning Performance Open Source 147

Dynatrace

JULY 18, 2023

However, scaling up software development requires more tools along the software product lifecycle, which must be configured promptly and efficiently.

Best Practices 246

Best Practices Code Infrastructure Latency 246

Dynatrace

FEBRUARY 4, 2021

Site reliability engineering (SRE) is the practice of applying software engineering principles to operations and infrastructure processes to help organizations create highly reliable and scalable software systems. DevOps teams must constantly adapt by using agile methodologies and rapid delivery models, such as CI/CD.

Engineering 245

Engineering DevOps Government Latency 245

Dynatrace

FEBRUARY 12, 2024

Each use case provides its own unique value and impact, and whoever sees value in the use cases can adopt it—whether they are a platform engineer, DevOps engineer, performance engineer, or a site reliability engineer (SRE).

Engineering 246

Engineering Development Infrastructure Cloud 246

Dynatrace

JANUARY 23, 2024

AI data analysis can help development teams release software faster and at higher quality. AI-enabled chatbots can help service teams triage customer issues more efficiently. Companies now recognize that technologies such as AI and cloud services have become mandatory to compete successfully. What is explainable AI?

Performance 246

Performance DevOps Innovation Artificial Intelligence 246

The Netflix TechBlog

NOVEMBER 29, 2023

This is achieved by more efficiently spacing the ladder points, especially in the high-bitrate region. Join us and be a part of the amazing team that brought you this tech-blog; open positions: Software Engineer, Cloud Gaming Software Engineer, Live Streaming References [1] L. Krasula, A. Choudhury, S. Malfait, A.

Open Source 260

Open Source Software Engineering Internet Internet 260

J. Paul Reed

MARCH 14, 2019

The 737Max and Why Software Engineers Might Want to Pay Attention As someone with a bit of a reputation for talking about aviation and software development and operations , I’ve been asked about the 737Max repeatedly over the past week.

Software Engineering 75

Software Engineering Engineering Software Software 75

The Netflix TechBlog

FEBRUARY 1, 2022

Most backend engineering teams follow a process very similar to what is shown below. While this is a relatively stream-lined process, it is not as efficient if a candidate is interested in or qualified for multiple roles within the organization. If so, we invite you to begin the interview process.

Engineering 208

Engineering Games Entertainment Innovation 208

The Netflix TechBlog

MARCH 25, 2019

Building and Scaling Data Lineage at Netflix to Improve Data Infrastructure Reliability, and Efficiency By: Di Lin , Girish Lingappa , Jitender Aswani Imagine yourself in the role of a data-inspired decision maker staring at a metric on a dashboard about to make a critical business decision but pausing to ask a question?—?“Can

Infrastructure 225

Infrastructure Big Data Transportation Architecture 225

Dynatrace

APRIL 22, 2024

By contrast, the quantitative questions include: What proportion of time do software engineering and development teams spend writing automation scripts? The goal of organizations at this maturity level should be to achieve higher levels of efficiency, agility, and innovation through intelligent, AI-driven automation practices.

DevOps 246

DevOps Artificial Intelligence Government Innovation 246

The Netflix TechBlog

NOVEMBER 22, 2019

4:45pm-5:45pm NFX 209 File system as a service at Netflix Kishore Kasi , Senior Software Engineer Abstract : As Netflix grows in original content creation, its need for storage is also increasing at a rapid pace. This talk explores the journey, learnings, and improvements to performance analysis, efficiency, reliability, and security.

AWS 38

AWS Entertainment Open Source Benchmarking 38

High Scalability

OCTOBER 5, 2018

antirez : "After 20 years as a software engineer, I've started commenting heavily. They'll love it and you'll be their hero forever. I used to comment sparingly. What made me change was a combination of reading the SQLite and Redis codebases" <3 false myth: code should be auto-explaining.

Internet 156

Internet Internet Scalability Software Engineering 156

Dynatrace

JANUARY 18, 2023

Site reliability engineering (SRE) is a software operations methodology that enables organizations to create highly reliable and scalable applications. SRE applies software engineering principles to operations and infrastructure processes. Site reliability engineers, or SREs, lead these efforts. What is DevOps?

DevOps 246

DevOps Best Practices Innovation Strategy 246

Dynatrace

FEBRUARY 6, 2020

Just as in any enterprise that has a software engineering organization, the Dynatrace Software Intelligence Platform is not the only software that gets developed by 800+ engineers.

Cloud 225

Cloud DevOps Engineering Speed 225

Dynatrace

AUGUST 21, 2023

But, as Justin Scherer, senior software engineer from Northwestern Mutual found, OpenTelemetry by itself is not a panacea. In most cases, the backend customers use for OpenTelemetry is either not capable of storing more than 1-5% of their traces, or it is not cost efficient to do so,” Kopp says. What is OpenTelemetry?

Open Source 246

Open Source Analytics Lambda Metrics 246

The Netflix TechBlog

NOVEMBER 20, 2023

It also improves the engineering productivity by simplifying the existing pipelines and unlocking the new patterns. We will show how we are building a clean and efficient incremental processing solution (IPS) by using Netflix Maestro and Apache Iceberg. It is highly efficient with a low cost. past 3 hours or 10 days).

Processing 219

Processing Big Data Efficiency Engineering 219

O'Reilly

OCTOBER 19, 2021

This is both frustrating for companies that would prefer making ML an ordinary, fuss-free value-generating function like software engineering, as well as exciting for vendors who see the opportunity to create buzz around a new category of enterprise software. The new category is often called MLOps. This approach is not novel.

DevOps 145

DevOps Software Engineering Open Source Infrastructure 145

The Netflix TechBlog

JANUARY 11, 2022

As a result, we are risk averse in decision making and actively mitigate the probability of purchasing ads that are not efficiently attracting new members. We’ll touch upon four ways that partnerships between data science and engineering teams have benefited this space. without having to become software engineers themselves.

Innovation 245

Innovation Metrics Engineering Testing 245