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 focuses on automation.

Engineering 258

Engineering DevOps Government Latency 258

Dynatrace

JULY 25, 2024

In fact, 76% of technology leaders say the dynamic nature of Kubernetes makes it more difficult to maintain visibility of their infrastructure compared with traditional technology stacks. Taking a strategic Kubernetes platform engineering approach Spier noted that keeping Kubernetes simple requires a strategic approach. billion. “We

Strategy 232

Strategy Engineering Open Source Java 232

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

OCTOBER 30, 2023

Today, speed and DevOps automation are critical to innovating faster, and platform engineering has emerged as an answer to some of the most significant challenges DevOps teams are facing. It needs to be engineered properly as a product or service, and it needs automation, observability, and security in itself.”

Engineering 251

Engineering DevOps Innovation Storage 251

DZone

JUNE 15, 2023

These incidents underscore the wide-ranging causes of outages in microservices architectures, encompassing configuration errors, database issues, infrastructure scaling failures, and code problems.

Engineering 314

Engineering Architecture Scalability Google 314

DZone

DECEMBER 24, 2024

Indeed, chaos engineering is an innovation concerning testing infrastructure resilience these days. Therefore, no one can underestimate the role of stress testing in ensuring that the systems are resilient against unfortunate events and failures.

Infrastructure 130

Infrastructure Testing Innovation Engineering 130

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

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 243

Games Engineering DevOps Education 243

DZone

APRIL 21, 2023

Platform engineering is the discipline of building and maintaining a self-service platform for developers. The goal of platform engineering is to improve developer experience (DX) by standardizing and automating most of the tasks in the software delivery lifecycle (SDLC).

Engineering 214

Engineering Infrastructure Efficiency Cloud 214

The Netflix TechBlog

APRIL 12, 2022

By Alex Hutter , Falguni Jhaveri and Senthil Sayeebaba Over the past few years Content Engineering at Netflix has been transitioning many of its services to use a federated GraphQL platform. it began to power a significant portion of the user experience for many applications within Content Engineering.

Engineering 272

Engineering Architecture Java Infrastructure 272

Dynatrace

APRIL 18, 2024

DevOps and platform engineering are essential disciplines that provide immense value in the realm of cloud-native technology and software delivery. Observability of applications and infrastructure serves as a critical foundation for DevOps and platform engineering, offering a comprehensive view into system performance and behavior.

DevOps 197

DevOps Engineering Artificial Intelligence Infrastructure 197

Dynatrace

MARCH 29, 2024

Five of the most common include cluster instability, resource and cost management, security, observability, and stress on engineering teams. Engineering teams are overwhelmed with stuff to do.” The post Enhancing Kubernetes cluster management key to platform engineering success appeared first on Dynatrace news.

Engineering 233

Engineering DevOps Operating System Open Source 233

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.

Engineering 188

Engineering Development Infrastructure Cloud 188

Dynatrace

JULY 15, 2024

Whether necessary as part of deep root-cause analyses of issues faced by your users that impact your business or if you’re an engineer responsible for the infrastructure hosting your applications and network paths. You want to be able to answer questions like these: What is responsible for application slowdown?

Availability 240

Availability Network Monitoring Infrastructure 240

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 198

DevOps Engineering Testing Open Source 198

Dynatrace

AUGUST 21, 2024

To enhance reliability, testing the software under these conditions is crucial to prepare for potential issues by leveraging chaos engineering or similar tools. Chaos engineering is a practice that extends beyond traditional failure testing by identifying unpredictable issues. It forms the cornerstone of chaos engineering experiments.

Engineering 198

Engineering Systems Latency Metrics 198

Dynatrace

NOVEMBER 22, 2022

Five-nines availability has long been the goal of site reliability engineers (SREs) to provide system availability that is “always on.” Site reliability engineering teams often measure system availability in percentages in the pursuit of 100% uptime. What is always-on infrastructure?

Infrastructure 189

Infrastructure Availability Systems Retail 189

DZone

JULY 10, 2024

In today's rapidly evolving technological landscape, developers, engineers, and architects face unprecedented challenges in managing, processing, and deriving value from vast amounts of data.

Infrastructure 195

Infrastructure Hardware Innovation Efficiency 195

Dynatrace

MAY 23, 2024

Stream processing enables software engineers to model their applications’ business logic as high-level representations in a directed acyclic graph without explicitly defining a physical execution plan. Failures can occur unpredictably across various levels, from physical infrastructure to software layers.

Engineering 187

Engineering Tuning Latency Open Source 187

DZone

MARCH 5, 2024

Forbes estimates that cloud budgets will break all previous records as businesses will spend over $1 trillion on cloud computing infrastructure in 2024. Complementing these practices is site reliability engineering (SRE), a discipline ensuring system reliability, performance, and scalability.

Availability 288

Availability DevOps Infrastructure Scalability 288

Dynatrace

JULY 13, 2022

Today, Google announced virtual machines (VMs) based on the Arm architecture on Compute Engine called Tau T2A , which are optimized for cost-effective performance for scale-out workloads, as well as GKE Arm. Dynatrace’s AI engine, Davis® , uses this map to automatically identify and prioritize anomalies, and enable automatic remediation.

Google 236

Google Infrastructure Architecture Engineering 236

DZone

MARCH 29, 2023

With the rapid adoption of cloud computing , businesses are moving their IT infrastructure to the cloud. The article will also explore the role of data engineering in ensuring successful data transfer and integration and different approaches to data migration.

Best Practices 315

Best Practices Cloud Data Engineering Storage 315

DZone

JUNE 22, 2023

Architects, DevOps, and cloud engineers are gradually trying to understand which is better to continue the journey with: the API gateway, or adopt an entirely new service mesh technology?

DevOps 312

DevOps Architecture Innovation Infrastructure 312

DZone

FEBRUARY 15, 2024

Prometheus Prometheus excels at providing actionable insights into the health and performance of applications and infrastructure. By collecting and analyzing metrics in real-time, it enables teams to proactively identify and resolve issues before they impact users.

Monitoring 286

Monitoring Open Source Metrics Scalability 286

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. Jolly good!

Metrics 184

Metrics Engineering Energy Tuning 184

Dynatrace

JULY 24, 2024

Dynatrace full stack observability for Red Hat OpenShift Dynatrace enhances software quality and operational efficiency, which drives innovation by unifying application, operation, and platform engineering teams on a single platform. Learn more about the new Kubernetes Experience for Platform Engineering.

Availability 250

Availability Infrastructure Metrics Monitoring 250

The Netflix TechBlog

JUNE 7, 2021

Challenges The cloud network infrastructure that Netflix utilizes today consists of AWS services such as VPC, DirectConnect, VPC Peering, Transit Gateways, NAT Gateways, etc and Netflix owned devices. These metrics are visualized using Lumen , a self-service dashboarding infrastructure. What is BPF?

Network 327

Network Transportation AWS Cloud 327

DZone

OCTOBER 24, 2023

The ELK stack is an abbreviation for Elasticsearch, Logstash, and Kibana, which offers the following capabilities: Elasticsearch: a scalable search and analytics engine with a log analytics tool and application-formed database, perfect for data-driven applications.

Analytics 267

Analytics Storage Infrastructure Scalability 267

Dynatrace

FEBRUARY 1, 2024

The complexity and numerous moving parts of Kubernetes multicloud clusters mean that when monitoring the health of these clusters—which is critical for ensuring reliable and efficient operation of the application—platform engineers often find themselves without an easy and efficient solution.

Engineering 270

Engineering Efficiency Azure Monitoring 270

DZone

JUNE 20, 2023

As a platform engineer of many years now, Kubernetes has become one of those ubiquitous tools that are simply a must-have in many of our clients’ tech stacks. Platform engineers also need to test their Kubernetes infrastructure and manifests and often resort to using dedicated cloud environments to do so, which can be quite expensive.

Testing 276

Testing Azure AWS Cloud 276

DZone

AUGUST 29, 2023

You can implement security and advance networking policies to all the communication across your infrastructure using Istio. You can use Istio to observe the performance and behavior of all your microservices in your infrastructure (see the image below). But another important feature of Istio is observability.

Monitoring 260

Monitoring Latency Network Infrastructure 260

Dynatrace

SEPTEMBER 26, 2022

With the release of Dynatrace version 1.249, the Davis® AI Causation Engine provides broader support to subsequent Kubernetes issues and their impact on business continuity like: Automated Kubernetes root cause analysis. Such context is easy to understand using the Dynatrace Davis AI engine. Incidents are harder to solve.

Storage 306

Storage Engineering Traffic Infrastructure 306

Dynatrace

JANUARY 16, 2023

Findings provide insights into Kubernetes practitioners’ infrastructure preferences and how they use advanced Kubernetes platform technologies. Kubernetes infrastructure models differ between cloud and on-premises. Kubernetes infrastructure models differ between cloud and on-premises. Kubernetes moved to the cloud in 2022.

Open Source 347

Open Source Java Operating System Programming 347

Dynatrace

JULY 18, 2024

Navigate digital infrastructure complexity In today’s rapidly evolving digital environment, organizations face increasing pressure from customers and competitors to deliver faster, more secure innovations. Use case: Digital infrastructure change The problem is not always in the application.

Monitoring 240

Monitoring DevOps Infrastructure Games 240

Dynatrace

SEPTEMBER 5, 2023

They handle complex infrastructure, maintain service availability, and respond swiftly to incidents. Predictive AI empowers site reliability engineers (SREs) and DevOps engineers to detect anomalies and irregular patterns in their systems long before they escalate into critical incidents. Capacity planning.

Artificial Intelligence 268

Artificial Intelligence DevOps Analytics Engineering 268

The Netflix TechBlog

FEBRUARY 13, 2023

Our goal in building a media-focused ML infrastructure is to reduce the time from ideation to productization for our media ML practitioners. Amber is a suite of multiple infrastructure components that offers triggering capabilities to initiate the computation of algorithms with recursive dependency resolution.

Media 298

Media Storage Infrastructure Systems 298

DZone

SEPTEMBER 16, 2020

It is considered the default monitoring solution for the popular Kubernetes container orchestration engine, another CNCF hosted project. Prometheus can collect metrics about your application and infrastructure. It is monitoring software that integrates with a wide range of systems natively or through the use of plugins.

Metrics 276

Metrics Open Source Monitoring Infrastructure 276