DZone

JANUARY 12, 2024

However, ensuring their resilience and reliability is crucial as AI and ML systems become increasingly integral to our daily lives. This is where Chaos Engineering steps in, offering a novel approach to test and enhance the robustness of AI-driven systems.

Artificial Intelligence 109

Artificial Intelligence Systems Engineering Healthcare 109

DZone

OCTOBER 20, 2023

Securing software systems ' dependability and resilience has grown to be of the utmost importance in a world driven by technology, where software systems are becoming more complex and interconnected. But chaos engineering stands out for its exceptional capacity to identify weaknesses and proactively fortify systems.

Engineering 246

Engineering Strategy Network Technology 246

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 177

Systems Design Software Engineering Scalability 177

DZone

JANUARY 30, 2024

The evolution of enterprise software engineering has been marked by a series of "less" shifts — from client-server to web and mobile ("client-less"), data center to cloud ("data-center-less"), and app server to serverless.

Software Engineering 266

Software Engineering Engineering Software Software 266

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

DZone

NOVEMBER 7, 2023

As Peter Sondergaard, former SVP of Gartner, insightfully stated, "Information is the oil of the 21st century, and analytics is the combustion engine." Although this approach was serviceable in a less dynamic business climate, it falls far short of the agile and instantaneous demands that define modern markets.

Systems 281

Systems Analytics Architecture Engineering 281

Dynatrace

SEPTEMBER 21, 2023

Site reliability engineering first emerged to address cloud computing’s new performance needs. Today, the platform engineer role is gaining speed as the newest byproduct of scaling DevOps in the emerging but complex cloud-native world. Understanding the platform engineer role DevOps is a constantly evolving discipline.

Games 244

Games Engineering DevOps Education 244

Dynatrace

OCTOBER 28, 2021

Chaos engineering answers this need so organizations can deliver robust, resilient cloud-native applications that can stand up under any conditions. What is chaos engineering? Chaos engineers ask why. As chaos engineers grow confident in their testing, they change more variables and broaden the scope of the disaster.

Engineering 233

Engineering Entertainment Cloud Infrastructure 233

Dynatrace

OCTOBER 10, 2023

Planned effort Site Reliability Engineering (SRE) effort and time allocation planning typically fall into two domains: Operations Management (50%) Operations Management includes on-call responsibilities, post-mortem assessments, addressing other interruptions, and buffer time. These practices are commonly known as “ chaos engineering. ”

Engineering 234

Engineering DevOps Innovation Strategy 234

The Netflix TechBlog

NOVEMBER 14, 2023

By Abhinaya Shetty , Bharath Mummadisetty At Netflix, our Membership and Finance Data Engineering team harnesses diverse data related to plans, pricing, membership life cycle, and revenue to fuel analytics, power various dashboards, and make data-informed decisions. Our audits would detect this and alert the on-call data engineer (DE).

Data Engineering 264

Data Engineering Engineering Processing Games 264

DZone

DECEMBER 12, 2023

In the dynamic realm of modern software development and operations, terms such as Platform Engineering, DevOps, and Site Reliability Engineering (SRE) are frequently used, sometimes interchangeably, often causing confusion among professionals entering or navigating these domains.

DevOps 169

DevOps Engineering Scalability Efficiency 169

Dynatrace

DECEMBER 8, 2022

As cloud-native, distributed architectures proliferate, the need for DevOps technologies and DevOps platform engineers has increased as well. DevOps engineer tools can help ease the pressure as environment complexity grows. ” What does a DevOps platform engineer do? .” What are DevOps engineer tools and platforms.

DevOps 199

DevOps Engineering Testing Open Source 199

Dynatrace

NOVEMBER 14, 2023

Site reliability engineering (SRE) has become increasingly important to organizations looking to keep up with the rapid pace of digital transformation. Effective site reliability engineering requires enterprise-wide transformation Without a unified understanding of SRE practices, organizational silos can quickly form between departments.

Best Practices 200

Best Practices Engineering DevOps Software Engineering 200

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 199

Engineering Games Entertainment Innovation 199

DZone

SEPTEMBER 11, 2023

False positives are instances where the system incorrectly identifies a regular event as an anomaly, leading to unnecessary investigative efforts and operational delays. This article delves into a specialized approach for anomaly detection that makes extensive use of a rule-based engine.

Engineering 161

Engineering Healthcare Architecture Monitoring 161

DZone

MARCH 23, 2023

Chaos engineering is the discipline of testing distributed software or systems by introducing failures and permitting engineers to study the demeanor and perform modifications with the outcome so that the failures are avoided when end users work with the software and systems.

Best Practices 189

Best Practices Engineering Software Software 189

High Scalability

AUGUST 2, 2021

What would a totally new search engine architecture look like? Search engines, and more generally, information retrieval systems, play a central role in almost all of today’s technical stacks. After more than 30 years of evolution since TREC, search engines continue to grow and evolve, leading to new challenges.

Architecture 364

Architecture Engineering Systems 364

Dynatrace

APRIL 29, 2021

Whilst our traditional Dynatrace website predominantly showcases Dynatrace content and product information for visitors, the idea behind the creation of our new Engineering website – engineering.dynatrace.com – was to set up a space to feature the results of our research and innovation efforts and aims to be a site made by engineers for engineers.

Engineering 263

Engineering Open Source Website Innovation 263

Dynatrace

DECEMBER 18, 2023

For busy site reliability engineers, ensuring system reliability, scalability, and overall health is an imperative that’s getting harder to achieve in ever-expanding, cloud-native, container-based environments. Because of its adaptability, Prometheus has become an essential tool for observability engineering.

Metrics 185

Metrics Engineering Energy Tuning 185

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. SRE bridges the gap between Dev and Ops teams.

Engineering 258

Engineering DevOps Government Latency 258

The Netflix TechBlog

DECEMBER 14, 2020

Life of a Netflix Partner Engineer?—?The The case of the extra 40 ms By: John Blair , Netflix Partner Engineering The Netflix application runs on hundreds of smart TVs, streaming sticks and pay TV set top boxes. The role of a Partner Engineer at Netflix is to help device manufacturers launch the Netflix application on their devices.

Engineering 352

Engineering Code Hardware Open Source 352

DZone

AUGUST 16, 2023

From a data engineer's point of view, financial risk management is a series of data analysis activities on financial data. The financial sector imposes its unique requirements on data engineering. Data Must Be Combined The financial data landscape is evolving from standalone to distributed, heterogeneous systems.

FinTech 130

FinTech Engineering Latency Data Engineering 130

The Netflix TechBlog

SEPTEMBER 29, 2022

Timestone: Netflix’s High-Throughput, Low-Latency Priority Queueing System with Built-in Support for Non-Parallelizable Workloads by Kostas Christidis Introduction Timestone is a high-throughput, low-latency priority queueing system we built in-house to support the needs of Cosmos , our media encoding platform. Over the past 2.5

Latency 212

Latency Systems Media Serverless 212

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 173

Data Engineering Engineering Big Data Software Engineering 173

DZone

APRIL 22, 2020

Traditionally we use unit tests and integration tests that guarantee a system is production-ready. To better identify system vulnerabilities and improve resilience, Netflix invented Chaos Monkey , which injects various types of faults into the infrastructure and business systems. This is how Chaos Engineering began.

Systems 216

Systems Infrastructure Engineering Testing 216

DZone

NOVEMBER 17, 2022

Here is where machine learning (ML) systems and predictive analytics enter: to end ambiguity. Most times, we already know the output even though it needs to be better defined — less ambiguous with clear boundaries of where a regression falls.

Engineering 256

Engineering Performance Analytics Testing 256

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

DZone

SEPTEMBER 11, 2021

So I wanted to write a message to anyone looking to grow into engineering leadership. In some instances, these individuals stood their ground and continued forward in the face of violence, war, political and economic systems, beliefs, and stereotypes never before challenged.

Engineering 278

Engineering Systems Development 278

DZone

JUNE 26, 2023

As IT operations and software development strategies change and coalesce, site reliability engineers (SREs) emerge as a pivotal piece of the DevOps puzzle. SREs are incredibly valuable because they bring crucial knowledge to their organization: a keen understanding of coding and a dedication to keeping systems running smoothly.

Engineering 109

Engineering Games DevOps Strategy 109

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. SRE bridges the gap between Dev and Ops teams. SRE focuses on automation.

Engineering 183

Engineering DevOps Government Latency 183

Dynatrace

AUGUST 26, 2020

We are proud to s hare Dynatrace has been named the winner in the “ Best Overall AI-based Analytics Company ” category, recognized for our innovation and the business-driving impact of our AI engine, Davis. . The post Dynatrace wins AI Breakthrough Award for Davis AI engine appeared first on Dynatrace blog.

Engineering 304

Engineering DevOps Innovation AWS 304

DZone

OCTOBER 26, 2021

So I wanted to write a message to anyone looking to grow into engineering leadership. In some instances, these individuals stood their ground and continued forward in the face of violence, war, political and economic systems, beliefs, and stereotypes never before challenged.

Engineering 241

Engineering Systems Development Performance 241

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. Let's dive into the world of load testing, examining its significance in our digital lives and how it impacts the software and systems we interact with daily.

Systems 109

Systems Testing Software Engineering Performance 109

The Netflix TechBlog

JUNE 15, 2022

By Alex Hutter , Falguni Jhaveri , and Senthil Sayeebaba In a previous post , we described the indexing architecture of Studio Search and how we scaled the architecture by building a config-driven self-service platform that allowed teams in Content Engineering to spin up search indices easily. Below are a couple of examples.

Engineering 183

Engineering Architecture Availability Tuning 183

Dynatrace

APRIL 30, 2021

But because of the complexity involved in executing and analyzing test results of dynamic systems, performance engineering is difficult to scale — especially with lean staff or resources. Grabner also introduced four ways organizations can turbocharge their performance engineering with automation. Automating root cause analysis.

Engineering 208

Engineering Testing Performance Performance Testing 208

DZone

JANUARY 24, 2020

Everything you need to know about performance engineering. As highly distributed apps become more complex, developers need to ensure their systems are as user-friendly, secure, and scalable as possible. You may also like: A Short History of Performance Engineering.

Engineering 193

Engineering Performance DevOps Scalability 193

DZone

AUGUST 17, 2020

How do you test a design system? You got here because you either have a design system or know you need one. Marie Drake , Principal Test Automation Engineer at News UK , presented her webinar, " Roadmap To Testing A Design System ", where she discussed this topic in some detail.

Design 147

Design Systems Testing Engineering 147