DZone

FEBRUARY 20, 2023

In software engineering, we've learned that building robust and stable applications has a direct correlation with overall organization performance. The data community is striving to incorporate the core concepts of engineering rigor found in software communities but still has further to go.

Software Engineering 274

Software Engineering Engineering Software Software 274

Dynatrace

MARCH 6, 2024

As organizations look to expand DevOps maturity, improve operational efficiency, and increase developer velocity, they are embracing platform engineering as a key driver. The goal is to abstract away the underlying infrastructure’s complexities while providing a streamlined and standardized environment for development teams.

Engineering 264

Engineering Development DevOps Infrastructure 264

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 246

DevOps Engineering Artificial Intelligence Infrastructure 246

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 262

Engineering Systems Latency Metrics 262

Dynatrace

JUNE 29, 2022

More than 90% of enterprises now rely on a hybrid cloud infrastructure to deliver innovative digital services and capture new markets. That’s because cloud platforms offer flexibility and extensibility for an organization’s existing infrastructure. Dynatrace news. With public clouds, multiple organizations share resources.

Infrastructure 246

Infrastructure Cloud Azure AWS 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 264

Engineering DevOps Innovation Storage 264

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 278

Games Engineering DevOps Education 278

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 246

DevOps Engineering Testing Open Source 246

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 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 246

Engineering Development Infrastructure Cloud 246

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 246

Infrastructure Availability Systems Retail 246

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

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 264

Engineering DevOps Operating System Cloud 264

Dynatrace

NOVEMBER 29, 2022

Infrastructure as code is a way to automate infrastructure provisioning and management. In this blog, I explore how Dynatrace has made cloud automation attainable—and repeatable—at scale by embracing the principles of infrastructure as code. Infrastructure-as-code. But how does it work in practice?

Infrastructure 244

Infrastructure Code Cloud DevOps 244

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 245

Engineering Tuning Latency Open Source 245

Dynatrace

DECEMBER 2, 2024

On average, organizations use 10 different tools to monitor applications, infrastructure, and user experiences across these environments. Such fragmented approaches fall short of giving teams the insights they need to run IT and site reliability engineering operations effectively.

Artificial Intelligence 258

Artificial Intelligence DevOps Architecture Cloud 258

Dynatrace

NOVEMBER 20, 2024

This latest integration with Microsoft Sentinel expands our partnership, providing joint customers with a holistic view of their entire cloud environment; from application to infrastructure, data, and security. “As The Davis AI engine automatically and continuously delivers actionable insights based on an environment’s current state.

Best Practices 299

Best Practices Innovation Azure Cloud 299

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 271

Engineering Architecture Java Infrastructure 271

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 246

Availability Network Monitoring Infrastructure 246

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

FEBRUARY 6, 2025

With Dashboards , you can monitor business performance, user interactions, security vulnerabilities, IT infrastructure health, and so much more, all in real time. Even if infrastructure metrics aren’t your thing, you’re welcome to join us on this creative journey simply swap out the suggested metrics for ones that interest you.

Metrics 243

Metrics Infrastructure Monitoring Best Practices 243

DZone

MARCH 12, 2025

Site reliability engineering (SRE) plays a vital role in ensuring Java applications' high availability, performance, and scalability. This discipline merges software engineering and operations, aiming to create a robust infrastructure that supports seamless user experiences.

Best Practices 147

Best Practices Java Software Engineering Scalability 147

Dynatrace

FEBRUARY 20, 2025

AWS Security Hub findings AWS Security Hub provides a great way of aggregating security findings, especially those related to cloud infrastructure. It can also be challenging to construct a full view of one’s security exposures when analyzing security findings across various environments and cloud infrastructures.

AWS 195

AWS Efficiency Infrastructure Cloud 195

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

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 245

Metrics Engineering Energy Tuning 245

Dynatrace

OCTOBER 31, 2024

In the coming weeks and months, we will add to the current collection of templates for synthetic monitoring, digital experience management measures, Kubernetes resource optimization, and infrastructure monitoring. However, all of these can be created today using DQL queries.

Metrics 277

Metrics Availability Monitoring Scalability 277

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 246

Google Infrastructure Architecture Engineering 246

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 279

Availability Infrastructure Metrics Monitoring 279

The Netflix TechBlog

DECEMBER 19, 2024

Subsequent versions of the model will result from experimenting with hyper parameters, tweaking feature engineering, or conducting feature diets. training Below is a simple Metaflow pipeline that fetches data, executes feature engineering, and trains a LinearRegression model. cluster=sandbox, workflow.id=demo.branch_demox.EXP_01.training

Best Practices 204

Best Practices Cache Metrics Code 204

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 278

Monitoring DevOps Infrastructure Games 278

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

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

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

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 328

Storage Engineering Traffic Infrastructure 328

Dynatrace

OCTOBER 4, 2022

For IT infrastructure managers and site reliability engineers, or SREs , logs provide a treasure trove of data. These traditional approaches to log monitoring and log analytics thwart IT teams’ goal to address infrastructure performance problems, security threats, and user experience issues.

Analytics 264

Analytics Storage Infrastructure Metrics 264

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