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. ” According to Google, “SRE is what you get when you treat operations as a software problem.”

Engineering 245

Engineering DevOps Government Latency 245

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

Dynatrace

FEBRUARY 12, 2024

When it comes to platform engineering, not only does observability play a vital role in the success of organizations’ transformation journeys—it’s key to successful platform engineering initiatives. The various presenters in this session aligned platform engineering use cases with the software development lifecycle.

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Engineering Development Infrastructure Cloud 246

The Netflix TechBlog

OCTOBER 28, 2021

Data Engineers of Netflix?—?Interview 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.

Data Engineering 181

Data Engineering Engineering Big Data Software Engineering 181

Dynatrace

MARCH 25, 2025

Following are some of the coolest things weve seen engineers do with Live Debugger. Performance benchmarking Performance benchmarking is one of the unresolved mysteries of software engineering. White box testing The nicest thing about deploying UI changes to production is that you can immediately see the changes in action.

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Benchmarking Code Open Source Engineering 147

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 180

Traffic Strategy Entertainment Innovation 180

Sutter's Mill

OCTOBER 23, 2024

In early September I had a very enjoyable technical chat with Steve Klabnik of Rust fame and interviewer Kevin Ball of Software Engineering Daily, and the podcast is now available. We hope you enjoy this deep dive into Rust and C++ on Software Engineering Daily.

C++ 96

C++ Software Engineering Programming Games 96

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? Reduced latency.

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DevOps Software Engineering Speed Google 268

The Morning Paper

JULY 7, 2019

Software engineering for machine learning: a case study Amershi et al., More specifically, we’ll be looking at the results of an internal study with over 500 participants designed to figure out how product development and software engineering is changing at Microsoft with the rise of AI and ML. ICSE’19.

Software Engineering 92

Software Engineering Engineering Software Software 92

DZone

AUGUST 30, 2021

Identifying defects and troubleshooting for their root cause is one of the important but painful tasks in software engineering and essential to maintaining good quality software. To help them in the quest for improving MTTR, software developers use application monitoring tools.

Monitoring 246

Monitoring Software Engineering Engineering Software 246

Dynatrace

JUNE 4, 2024

Build an umbrella for Development and Operations In modern software engineering, the discipline of platform engineering delivers DevSecOps practices to developers to bridge the gaps between development, security, and operations and enhance the developer experience. For full details, see Dynatrace Documentation.

Metrics 297

Metrics Engineering Code Tuning 297

Dynatrace

JUNE 2, 2022

Site reliability engineering (SRE) continues to gain popularity as organizations embrace hybrid cloud strategies and IT automation at scale. By applying software engineering principles to operations and infrastructure practices, SRE enables organizations to streamline and automate IT processes. Dynatrace news.

DevOps 147

DevOps Innovation Engineering Benchmarking 147

Dynatrace

MAY 6, 2024

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. With that, Software engineers, SREs, and DevOps can define a broad automation and remediation mapping.

DevOps 306

DevOps Software Engineering Games Java 306

Dynatrace

JUNE 15, 2021

The subject line said: “Success Story: Major Issue in single AWS Frankfurt Availability Zone!” And the last sentence of the email was what made me want to share this story publicly, as it’s a testimonial to how modern software engineering and operations should make you feel. Ready to learn more?

AWS 246

AWS Traffic Architecture Azure 246

Dynatrace

MAY 31, 2023

Keeping pace with modern digital transformation requires ensuring that applications are responsive, resilient, and always available amid increased complexity. Site reliability engineering (SRE) has recently become a critical discipline in recent years as the world has shifted in favor of web-based interactions.

Best Practices 246

Best Practices DevOps Latency Metrics 246

Dynatrace

JUNE 28, 2022

After investigating, the software engineering team discovered that it wasn’t leveraging application performance monitoring (APM) tooling data to its full potential. First, the organization assembled a group of motivated SMEs, including members of the product team as well as iOS and Android engineers. Assemble a tiger team.

Mobile 246

Mobile Analytics Best Practices Software Engineering 246

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 28, 2023

Incident management with clearly defined responsibilities Site Reliability Engineers (SRE) are challenged not only to detect problems and identify the root cause quickly but also to remediate problems immediately. Associated ownership information is available on each entity page. Provision of information to all relevant stakeholders.

Software 246

Software Software Monitoring Software Engineering 246

The Netflix TechBlog

NOVEMBER 9, 2021

To achieve this goal, the Encoding Technologies team made the following design decisions about AV1 encoding recipes: We always encode at the highest available source resolution and frame rate. The Performance Engineering team specializes in optimizing resource utilization at Netflix. Some titles (e.g.,

Media 246

Media Open Source Software Engineering Efficiency 246

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. But that’s not what we’re here to ponder.

Software Engineering 75

Software Engineering Engineering Software Software 75

Scalegrid

OCTOBER 18, 2024

Learning Resources: Are there tutorials, guides, and comprehensive documentation available for the tool? Cross-Platform Compatibility: Is the tool available on multiple operating systems (Windows, macOS, Linux)? Lacks some advanced coding and debugging tools available in other products. Pricing: Free: Only 14-day trial.

Open Source 147

Open Source Database Cloud Operating System 147

The Netflix TechBlog

NOVEMBER 29, 2023

HDR was launched at Netflix in 2016 and the number of titles available in HDR has been growing ever since. 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.

Open Source 260

Open Source Software Engineering Internet Internet 260

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! In this talk, we share how Netflix deploys systems to meet its demands, Ceph’s design for high availability, and results from our benchmarking. We look forward to seeing you there!

AWS 38

AWS Entertainment Open Source Benchmarking 38

Dynatrace

NOVEMBER 17, 2020

With these release candidate APIs available, instrumentation for web frameworks, storage clients, and much more can be built. We sat together with Armin Ruech and Daniel Dyla, software engineers at Dynatrace and leaders within the OpenTelemetry community, to hear about their involvement with the second most active CNCF project.

Open Source 207

Open Source Software Engineering Government Java 207

Dynatrace

JULY 5, 2023

We can establish these SLOs by setting availability and performance targets, such as a target uptime percentage or a target response time. We can build the availability SLO using the Dynatrace SLO wizard. We already know how to build the availability SLO. First, we need to define the SLOs for each of the individual services.

Mobile 245

Mobile Metrics Software Engineering Availability 245

Dynatrace

APRIL 18, 2022

When it comes to site reliability engineering (SRE) initiatives adopting DevOps practices, developers and operations teams frequently find themselves at odds with one another. The current version is 0.12, and the roadmap includes high-availability improvements, role-based access controls, and improved GitOps and auto-remediation.

Open Source 246

Open Source DevOps Cloud Metrics 246

Dynatrace

MAY 13, 2020

Let the Davis AI causation engine analyze additional metrics. All the data bound to hosts is analyzed by the Davis AI causation engine and made available on custom dashboards and events pages. One of our software engineers, Tomasz Gajger, has been involved in a research project related to GPU performance analysis.

Infrastructure 195

Infrastructure Metrics Monitoring Software Engineering 195

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. Most of us, as we spend years in our jobs — tend to be proficient in at least one of these.

Java 214

Java C++ Benchmarking Programming 214

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

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. A similar experience is available with AWS Sagemaker notebooks with open-source Metaflow.

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Open Source AWS Infrastructure Energy 238

Alex Russell

JUNE 22, 2022

As penance for this error, and for being short with Miguel , I must deconstruct the ways Apple has undermined browser engine diversity. Contrary to claims of Apple partisans, iOS engine restrictions are not preventing a "takeover" by Chromium — at least that's not the primary effect. And that's a choice. "WebKit

Engineering 124

Engineering Traffic Government Google 124

Dynatrace

NOVEMBER 6, 2023

In a recent webinar , Dynatrace DevOps activist Andi Grabner and senior software engineer Yarden Laifenfeld explored developer observability. Why is developer observability important for engineers? Dynatrace enables teams to specify SLOs, such as latency, uptime, availability, and more.

Development 290

Development DevOps Programming Cloud 290

Dynatrace

JANUARY 19, 2021

The Dynatrace AI engine, Davis,?automatically – Robert Trueman, Head of Software Engineering at CDL. AI causation engine, to place monitored Lambda functions in context with the other services that depend on them to provide out-of-the-box anomaly detection and root cause analysis. deterministic AI engine,?Davis,?to

Lambda 264

Lambda Serverless AWS Mobile 264

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

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

DZone

MARCH 13, 2023

Site reliability engineering (SRE) is the practice of applying software engineering expertise to DevOps and operations problems. Service level objectives (SLOs) are the goals set for the availability expected out of a system.

Software Engineering 130

Software Engineering DevOps Google Engineering 130

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.

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Performance DevOps Innovation Energy 246