DZone

JANUARY 19, 2024

In the dynamic world of online services, the concept of site reliability engineering (SRE) has risen as a pivotal discipline, ensuring that large-scale systems maintain their performance and reliability.

Engineering 182

Engineering Tuning Software Engineering Internet 182

The Netflix TechBlog

FEBRUARY 1, 2022

By Karen Casella, Director of Engineering, Access & Identity Management Have you ever experienced one of the following scenarios while looking for your next role? Most backend engineering teams follow a process very similar to what is shown below. If so, we invite you to begin the interview process.

Engineering 208

Engineering Games Entertainment Innovation 208

The Netflix TechBlog

JUNE 20, 2024

A summary of sessions at the first Data Engineering Open Forum at Netflix on April 18th, 2024 The Data Engineering Open Forum at Netflix on April 18th, 2024. At Netflix, we aspire to entertain the world, and our data engineering teams play a crucial role in this mission by enabling data-driven decision-making at scale.

Data Engineering 206

Data Engineering Engineering Entertainment Software Engineering 206

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. Organizations can then integrate these skilled engineers at key points in the DevOps life cycle.

Engineering 245

Engineering DevOps Government Latency 245

DZone

SEPTEMBER 19, 2021

We are well aware of what is meant by system scalability. System scalability is about maintaining the SLA of the system as the user base continues to grow and as the user activity continues to rise. However, to build highly successful products, this is not the only type of scalability that we should worry about. Introduction.

Scalability 241

Scalability Software Engineering Engineering Systems 241

The Netflix TechBlog

MARCH 4, 2025

This standardization enhances adoption within the personalization stack, simplifies the system, and improves understanding and debuggability for engineers. They must also provide enough information for partner engineers to identify the problem with the underlying service in cases of system-level issues.

Traffic 172

Traffic Strategy Entertainment Innovation 172

The Netflix TechBlog

FEBRUARY 9, 2021

The Growth Engineering team is responsible for executing growth initiatives that help us anticipate and adapt to this change. For more background on Growth Engineering and the signup funnel, please have a look at our previous blog post that covers the basics. We need to be constantly adapting and innovating as a result of this change.

Engineering 145

Engineering Scalability Architecture Innovation 145

Dynatrace

MARCH 3, 2020

For software engineering teams, this demand means not only delivering new features faster but ensuring quality, performance, and scalability too. One way to apply improvements is transforming the way application performance engineering and testing is done. Here is the definition of this model: ?.

Performance 314

Performance Education Innovation Software Architecture 314

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

FEBRUARY 24, 2021

SRE is the transformation of traditional operations practices by using software engineering and DevOps principles to improve the availability, performance, and scalability of releases by building resiliency into apps and infrastructure. Investing in automation and tooling to avoid toil. SRE vs DevOps?

DevOps 268

DevOps Software Engineering Speed Google 268

High Scalability

OCTOBER 5, 2018

antirez : "After 20 years as a software engineer, I've started commenting heavily. Don't miss all that the Internet has to say on Scalability, click below and become eventually consistent with all scalability knowledge (which means this post has many more items to read so please keep on reading). So many more quotes.

Internet 156

Internet Internet Scalability Software Engineering 156

O'Reilly

JANUARY 21, 2025

These workflows are then implemented as traditional software, which can be tested, versioned, and maintained. This approach is well understood in software engineering and contrasts sharply with building agents that rely on runtime decisionsan inherently less reliable and harder-to-maintain model.

Software Engineering 114

Software Engineering Efficiency Engineering Systems 114

High Scalability

JANUARY 11, 2022

Machine Learning Engineer at Amazon and has led several machine-learning initiatives across the Amazon ecosystem. FUN FACT : In this talk , Rodrigo Schmidt, director of engineering at Instagram talks about the different challenges they have faced in scaling the data infrastructure at Instagram. This is a guest post by Ankit Sirmorya.

Design 334

Design Media Storage Logistics 334

The Netflix TechBlog

JUNE 1, 2021

Data Engineers of Netflix?—?Interview Interview with Dhevi Rajendran Dhevi Rajendran This post is part of our “Data Engineers of Netflix” interview series, where our very own data engineers talk about their journeys to Data Engineering @ Netflix. The culture was also something that piqued my interest.

Data Engineering 139

Data Engineering Engineering Software Engineering Big Data 139

High Scalability

JULY 13, 2018

billion : made by Pokeman GO; $13 billion : Netflix's new content budget; Quotable Quotes: @davidbrunelle : The best developers and engineering leaders I've personally worked with do *not* have a notable presence on GitHub or public bodies of speaking or writing work. Margaret Hamilton started the field of software engineering.

Internet 135

Internet Internet Scalability AWS 135

DZone

DECEMBER 8, 2021

A good SRE engineer will tell you your service is never down. A great SRE engineer will tell you that’s not what you should be measuring. In fact, they’ll tell you their job is customer service.

Engineering 245

Engineering Scalability Systems Traffic 245

DZone

JANUARY 19, 2024

A transformative journey into the realm of system design with our tutorial, tailored for software engineers aspiring to architect solutions that seamlessly scale to serve millions of users.

Systems 189

Systems Design Software Engineering Scalability 189

The Netflix TechBlog

JUNE 6, 2022

By Astha Singhal , Lakshmi Sudheer , Julia Knecht The Application Security teams at Netflix are responsible for securing the software footprint that we create to run the Netflix product, the Netflix studio, and the business. Our customers are product and engineering teams at Netflix that build these software services and platforms.

Software Engineering 176

Software Engineering Scalability Education Engineering 176

Dynatrace

DECEMBER 5, 2022

One key advantage of this integration is a single point of access to monitoring, logging, and other information needed to keep software development operations running efficiently. Orchestration leverages DevOps tools that allow for rapid updates and releases, version control, and other best practices for software engineering.

DevOps 264

DevOps Virtualization Best Practices Innovation 264

Dynatrace

APRIL 20, 2023

Causal AI—which brings AI-enabled actionable insights to IT operations—and a data lakehouse, such as Dynatrace Grail , can help break down silos among ITOps, DevSecOps, site reliability engineering, and business analytics teams. “It’s quite a big scale,” said an engineer at the financial services group.

Analytics 246

Analytics Infrastructure Storage Architecture 246

The Netflix TechBlog

MARCH 25, 2019

Now, imagine yourself in the role of a software engineer responsible for a micro-service which publishes data consumed by few critical customer facing services (e.g. In this model, we scan system logs and metadata generated by various compute engines to collect corresponding lineage data.

Infrastructure 225

Infrastructure Big Data Transportation Architecture 225

DZone

DECEMBER 11, 2024

In our quest for greater scalability, resilience, and flexibility within the digital infrastructure of our organization, there has been a strategic pivot away from traditional monolithic application architectures towards embracing modern software engineering practices such as microservices architecture coupled with cloud-native applications.

Development 147

Development Software Engineering Architecture Scalability 147

The Netflix TechBlog

NOVEMBER 22, 2019

by Shefali Vyas Dalal AWS re:Invent is a couple weeks away and our engineers & leaders are thrilled to be in attendance yet again this year! Over the years, this platform took on support for both elastic online services and fully featured batch workloads supporting use cases across Netflix engineering.

AWS 38

AWS Entertainment Open Source Benchmarking 38

Dynatrace

JANUARY 18, 2023

From site reliability engineering to service-level objectives and DevSecOps, these resources focus on how organizations are using these best practices to innovate at speed without sacrificing quality, reliability, or security. SRE applies software engineering principles to operations and infrastructure processes. – blog.

DevOps 246

DevOps Best Practices Innovation Strategy 246

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

Dynatrace

JULY 18, 2023

To handle this challenge, enterprises need to automate and streamline the onboarding and lifecycle of tool configurations in the software development processes, including aspects of observability, security, alerting, and remediation. Development teams must set up tailored configurations for each tool and component they’re responsible for.

Best Practices 246

Best Practices Code Infrastructure Latency 246

The Netflix TechBlog

OCTOBER 18, 2022

As Big data and ML became more prevalent and impactful, the scalability, reliability, and usability of the orchestrating ecosystem have increasingly become more important for our data scientists and the company. Motivation Scalability and usability are essential to enable large-scale workflows and support a wide range of use cases.

Java 211

Java Scalability Traffic Architecture 211

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 Infrastructure Open Source 145

Dynatrace

JANUARY 23, 2024

Composite’ AI, platform engineering, AI data analysis through custom apps This focus on data reliability and data quality also highlights the need for organizations to bring a “ composite AI ” approach to IT operations, security, and DevOps. To learn more about platform engineering, explore the following resources.

Performance 246

Performance DevOps Innovation Energy 246

Dynatrace

NOVEMBER 22, 2021

To gain insight into these problems, software engineers typically deploy application instrumentation frameworks that provide insight into applications and code. While this provides greater scalability than on-site instrumentation, it also introduces complexity. AWS monitoring best practices. Automate monitoring tasks.

Best Practices 246

Best Practices AWS Monitoring Serverless 246

The Netflix TechBlog

SEPTEMBER 13, 2021

Supporting developers through those checklists for edge cases, and then validating that each team’s choices resulted in an architecture with all the desired security properties, was similarly not scalable for our security engineers. Netflix engineers talk a lot about the concept of a “ Paved Road ”.

Internet 227

Internet Internet Cloud Traffic 227

Dynatrace

JANUARY 19, 2021

The Dynatrace AI engine, Davis,?automatically The new Dynatrace AWS Lambda extension further improves enterprise-grade scalability with low memory overhead, effortless manageability, continuous automation, and granular access-permission controls that support the structures of cloud-native applications teams within large organizations.

Lambda 264

Lambda Serverless AWS Mobile 264

Scalegrid

OCTOBER 18, 2024

They are lightweight and scalable, and do not require a significant financial investment. Team Size Small Teams: For smaller teams or solo developers, free and open-source tools such as pgAdmin or OmniDB offer more than enough functionality for routine database management.

Open Source 147

Open Source Database Cloud Operating System 147

The Netflix TechBlog

DECEMBER 3, 2019

mainly because of mundane reasons related to software engineering. They know that feature engineering is critical for many models, so they want to stay in control of model inputs and feature engineering logic. The user can benefit from infinitely scalable compute clusters by adding a single line in their code: @batch.

Open Source 238

Open Source AWS Infrastructure Energy 238

High Scalability

JANUARY 8, 2019

Triplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. For heads of IT/Engineering responsible for building an analytics infrastructure , Etleap is an ETL solution for creating perfect data pipelines from day one. Who's Hiring?

Java 137

Java Metrics Software Engineering DevOps 137

High Scalability

AUGUST 4, 2020

T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Learn how engineering teams are using products like StackHawk and Snyk to add security bug testing to their CI pipelines. Created by former senior-level AWS engineers of 15 years.

Education 115

Education AWS Scalability Java 115

High Scalability

APRIL 16, 2019

Triplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Watch a demo and learn how Etleap can save you on engineering hours and decrease your time to value for your Amazon Redshift analytics projects. Who's Hiring? Apply here.

Analytics 26

Analytics Java Metrics Software Engineering 26