Dynatrace

NOVEMBER 3, 2023

Platform engineering is a practice that outlines how development teams build internal platforms to create self-service capabilities for software engineering teams. The result is a cloud-native approach to software delivery. Platform engineering cannot stand alone, however.

Engineering 264

Engineering DevOps Software Engineering Scalability 264

DZone

MARCH 14, 2023

Site Reliability Engineering (SRE) is a systematic and data-driven approach to improving the reliability, scalability, and efficiency of systems. It combines principles of software engineering, operations, and quality assurance to ensure that systems meet performance goals and business objectives.

Engineering 246

Engineering Software Engineering Scalability Efficiency 246

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

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

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 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

Dynatrace

MARCH 6, 2024

Platform engineering creates and manages a shared infrastructure and set of tools, such as internal developer platforms (IDPs) , to enable software developers to build, deploy, and operate applications more efficiently. “It makes them more productive.

Engineering 264

Engineering Development DevOps Infrastructure 264

Dynatrace

NOVEMBER 22, 2021

Because of its matrix of cloud services across multiple environments, AWS and other multicloud environments can be more difficult to manage and monitor compared with traditional on-premises infrastructure. EC2 is Amazon’s Infrastructure-as-a-service (IaaS) compute platform designed to handle any workload at scale. Amazon EC2.

Best Practices 246

Best Practices AWS Monitoring Serverless 246

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. They enable IT teams to identify and address the precise cause of application and infrastructure issues.

Analytics 246

Analytics Infrastructure Storage Architecture 246

Dynatrace

FEBRUARY 4, 2021

What is site reliability engineering? 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. Dynatrace news.

Engineering 264

Engineering DevOps Government Latency 264

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

FEBRUARY 12, 2024

Check out the following use cases to learn how to drive innovation from development to production efficiently and securely with platform engineering observability. According to Deinhammer, once software is released into production, it’s usually deployed at a large scale—often in complex multicloud or hybrid setups.

Engineering 246

Engineering Development Infrastructure Cloud 246

Strategic Tech

MARCH 16, 2021

There are a few qualities that differentiate average from high performing software engineering organisations. In my experience, the culture is better and the results are better in orgs where engineers and architects obsess over the design of code and architecture. My experience is the opposite.

Software Engineering 80

Software Engineering Design Engineering Software 80

Dynatrace

JULY 18, 2023

While infrastructure has historically been treated as a bottleneck where proper scaling and compute power are applied to improve performance, these aspects are now typically addressed by hyperscalers that offer cloud-based infrastructure and infrastructure as a service.

Best Practices 246

Best Practices Code Infrastructure Latency 246

DZone

JANUARY 19, 2024

Site Reliability Engineering in Today’s World Site reliability engineering is an engineering discipline devoted to maintaining and improving the reliability, durability, and performance of large-scale web services.

Engineering 182

Engineering Tuning Software Engineering Internet 182

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

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. Dynatrace news.

Engineering 245

Engineering DevOps Government Latency 245

Dynatrace

DECEMBER 5, 2022

Today, DevOps orchestration is necessary to gain a comprehensive view and means of control over infrastructure, services, and software development practices. 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

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.

Metrics 297

Metrics Engineering Code Tuning 297

Dynatrace

APRIL 22, 2024

In response to the scale and complexity of modern cloud-native technology, organizations are increasingly reliant on automation to properly manage their infrastructure and workflows. Operations automation: The operations section addresses the level of automation organizations use in maintaining and managing existing software.

DevOps 246

DevOps Artificial Intelligence Government Innovation 246

The Netflix TechBlog

JUNE 6, 2022

This approach has also allowed us to build strong relationships with central engineering teams at Netflix (Data Platform, Developer Tools, Cloud Infrastructure, IAM Product Engineering) that will continue to serve as central points of leverage for security in the long term. However, it has not been all sunshine and rainbows.

Software Engineering 176

Software Engineering Scalability Education Engineering 176

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

Netflix shares how Amazon EC2 Auto Scaling allows its infrastructure to automatically adapt to changing traffic patterns in order to keep its audience entertained and its costs on target. Instead, we provide them with delightfully usable ML infrastructure that they can use to manage a project’s lifecycle. Wednesday?—?December

AWS 38

AWS Entertainment Open Source Benchmarking 38

Dynatrace

MAY 31, 2023

How site reliability engineering affects organizations’ bottom line SRE applies the disciplines of software engineering to infrastructure management, both on-premises and in the cloud. However, cloud complexity has made software delivery challenging. But the transition to SRE maturity is not always easy.

Best Practices 246

Best Practices DevOps Latency Metrics 246

The Netflix TechBlog

FEBRUARY 1, 2022

If you want to practice, focus on medium-difficulty real-world problems you might encounter in a software engineering role. Several of our backend engineering teams are searching for our next stunning colleagues. We recommend against interview coding practice puzzle-type exercises, as we don’t ask those types of questions.

Engineering 208

Engineering Games Entertainment Innovation 208

O'Reilly

OCTOBER 19, 2021

As with many burgeoning fields and disciplines, we don’t yet have a shared canonical infrastructure stack or best practices for developing and deploying data-intensive applications. In effect, the engineer designs and builds the world wherein the software operates. What: The Modern Stack of ML Infrastructure.

DevOps 145

DevOps Software Engineering Open Source Infrastructure 145

The Netflix TechBlog

SEPTEMBER 13, 2021

During our initial consultations, it was clear that developers preferred prioritizing product work over security or infrastructure improvements. The automation of the infrastructure setup, combined with reducing risk enough to streamline security review saves developers days, if not weeks, on each application.

Internet 227

Internet Internet Cloud Traffic 227

The Netflix TechBlog

DECEMBER 3, 2019

About two years ago, we, at our newly formed Machine Learning Infrastructure team started asking our data scientists a question: “What is the hardest thing for you as a data scientist at Netflix?” mainly because of mundane reasons related to software engineering. like they would do in a Jupyter notebook.

Open Source 238

Open Source AWS Infrastructure Energy 238

The Netflix TechBlog

NOVEMBER 29, 2023

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. 263–1–8 (2023) [ online ] [2] A.

Open Source 260

Open Source Software Engineering Internet Internet 260

Dynatrace

MARCH 28, 2023

Any software engineer can search for monitored entities that relate to specific deployments and their respective teams. Infrastructure owners can easily see ownership information and identify areas that aren’t yet owned by a team.

Software 246

Software Software Monitoring Software Engineering 246

High Scalability

JANUARY 11, 2022

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. The streaming data store makes the system extensible to support other use-cases (e.g. media search index, locations search index, and so forth) in future.

Design 334

Design Media Storage Logistics 334

The Netflix TechBlog

MARCH 10, 2021

Motivation Growth in the cloud has exploded, and it is now easier than ever to create infrastructure on the fly. Groups beyond software engineering teams are standing up their own systems and automation. At many companies, managing cloud hygiene and security usually falls under the infrastructure or security teams.

AWS 260

AWS Cloud Games Infrastructure 260

Dynatrace

AUGUST 3, 2022

Although IT teams are thorough in checking their code for any errors, an attacker can always discover a loophole to exploit and damage applications, infrastructure, and critical data. If a malicious attacker can identify a key software vulnerability, they can exploit the vulnerability, allowing them to gain access to your systems.

Java 261

Java Traffic Benchmarking Strategy 261

Dynatrace

NOVEMBER 6, 2023

In a recent webinar , Dynatrace DevOps activist Andi Grabner and senior software engineer Yarden Laifenfeld explored developer observability. They also care about infrastructure: SREs require system visibility and incident management. The DevOps people looking end-to-end.

Development 290

Development DevOps Programming Cloud 290

Dynatrace

FEBRUARY 6, 2020

To do that, Anita’s team drove innovation around a common delivery pipeline to enable developers automating operational tasks such as runbook execution to solve infrastructure problems. We have teams building cloud-native services for our billing, licensing, customer experience, proactive customer support, marketplace or Davis Assistant.

Cloud 225

Cloud DevOps Engineering Speed 225

The Netflix TechBlog

JANUARY 11, 2022

Behind the scenes, Netflix infrastructure has already kicked into gear, finding the fastest way to deliver your chosen content with great audio and video quality. The numerous engineering teams involved in delivering high quality audio and video use A/B tests to improve the experience we deliver to our members around the world.

Innovation 245

Innovation Metrics Engineering Testing 245

DZone

JULY 5, 2023

While load testing may sound like an esoteric domain exclusive to software engineers or network administrators, it is, in fact, a silent superhero in our increasingly digital world. It's the silent force keeping the digital infrastructure wheel rotating smoothly, even during peak usage times.

Systems 113

Systems Testing Software Engineering Performance 113