DZone

JULY 25, 2024

In this insightful Q&A, Goutham Veeramachaneni , a long-time Prometheus maintainer and Product Manager at Grafana Labs , shares his unique perspective on the transformative impact of OpenTelemetry (OTel) in the observability landscape. Veeramachaneni discusses how OTel is standardizing telemetry data and inspiring new open-source data collectors and workflows that bridge the gap between application and infrastructure monitoring.

Infrastructure 243

Infrastructure Open Source Innovation Metrics 243

Dynatrace

JULY 24, 2024

As we did with IBM Power , we’re delighted to share that IBM and Dynatrace have joined forces to bring the Dynatrace Operator, along with the comprehensive capabilities of the Dynatrace platform, to Red Hat OpenShift on the IBM Z and LinuxONE architecture (s390x). IBM Z and LinuxONE mainframes running the Linux operating system enable you to respond faster to business demands, protect data from core to cloud, and streamline insights and automation.

Availability 228

Availability Infrastructure Metrics Hardware 228

Brendan Gregg

JULY 21, 2024

In the future, computers will not crash due to bad software updates, even those updates that involve kernel code. In the future, these updates will push eBPF code. Friday July 19th provided an unprecedented example of the inherent dangers of kernel programming, and has been called the largest outage in the history of information technology. Windows computers around the world encountered blue-screens-of-death and boot loops, causing outages for hospitals, airlines, banks, grocery stores, media br

Airlines 144

Airlines Programming Google Media 144

Percona

JULY 22, 2024

pt-online-schema-change is an amazing tool for assisting in table modifications in cases where ONLINE ALTER is not an option. But if you have foreign keys, this could be an interesting and important read for you. Tables with foreign keys are always complicated, and they have to be handled with care.

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DZone

JULY 23, 2024

In my previous article, Managing Architectural Tech Debt , I talked about understanding and managing architectural technical debt. Architectural technical debt is the often ignored, but ironically one of the most damaging , categories of technical debt. In this article, I want to dive deeper into one way to manage architectural technical debt (and technical debt as a whole) — architectural observability ( AO ).

Architecture 244

Architecture Performance 244

Dynatrace

JULY 22, 2024

If you work in software development, SRE, or DevOps, you’ve likely heard the terms observability, telemetry, and tracing. These concepts are crucial for understanding how applications behave in production environments, and they’re an essential part of modern software development practices. You’ve also likely heard OpenTelemetry mentioned in the context of observability.

Latency 234

Latency Best Practices Metrics Open Source 234

Uber Engineering

JULY 26, 2024

Explore Odin, Uber’s stateful platform for managing all types of databases. It is a technology-agnostic, intent-based system that has dramatically improved the operational throughput of underlying hosts and databases company-wide.

Database 81

Database Technology Technology Systems 81

DZone

JULY 22, 2024

Are you ready to start your journey on the road to collecting telemetry data from your applications? Great observability begins with great instrumentation! In this series, you'll explore how to adopt OpenTelemetry (OTel) and how to instrument an application to collect tracing telemetry. You'll learn how to leverage out-of-the-box automatic instrumentation tools and understand when it's necessary to explore more advanced manual instrumentation for your applications.

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Dynatrace

JULY 24, 2024

Something not working as expected? Not sure what an error message means? At Dynatrace, we’re committed to helping you get the most out of observability and security to keep your software working perfectly. The perfect place to start is the Dynatrace troubleshooting community forum. What is the Dynatrace troubleshooting community? The Dynatrace troubleshooting community is a website that hosts articles written by Dynatrace experts with quick answers to common issues.

Innovation 177

Innovation Website Engineering Software 177

Uber Engineering

JULY 26, 2024

From WWDC reveal to delivery, discover how we tackled new tech, design challenges, and tight timelines to enhance rider & driver experiences with Live Activity® from Apple.

Design 56

Design Engineering 56

Abstracta

JULY 24, 2024

Discover the various types of performance testing and understand their unique benefits. Learn about load, stress, throttle, peak, and scalability tests, and see how each one plays a vital role in boosting your systems to run smoothly and efficiently. Performance testing is a part of. The post Types of Performance Testing appeared first on Blog about Software Development, Testing, and AI | Abstracta.

Performance Testing 52

Performance Testing Testing Performance Scalability 52

DZone

JULY 24, 2024

In today's AI era, the architecture of AI systems is becoming increasingly complex, making its stability, resource utilization, and fault self-healing capabilities increasingly important. Addressing issues only when they occur during actual operation not only incurs high costs but also affects user experience. Chaos engineering is about proactively exposing and addressing system vulnerabilities, greatly enhancing system resilience.

Engineering 130

Engineering Open Source Architecture Systems 130

Dynatrace

JULY 25, 2024

In an era where customer expectations are higher than ever, avoiding outages and failures during software deployments is critical for maintaining trust and satisfaction. Traditional deployment techniques that roll out updates or patches directly into full production can present significant risks and lead to potential downtime. Modern deployment techniques using progressive delivery—such as rolling, blue/green, canary, and feature flagging—offer a more controlled and gradual approach to releasing

Strategy 163

Strategy Azure Monitoring DevOps 163

VoltDB

JULY 24, 2024

Mission-critical applications require great performance without breaking the bank. In this light, we are always seeking to prove Volt’s value against other data platforms for supporting applications that need to be fast without compromising on things like accuracy, consistency, or resiliency. As part of our new support for ARM processors , we recently ran benchmarks on both Intel C7 and ARM c7g on AWS.

AWS 52

AWS Benchmarking Hardware Latency 52

Abstracta

JULY 23, 2024

Dive into the core of performance testing metrics and discover the importance of accurate analysis in ensuring optimal system performance. Through simple explanations, we will guide you toward making informed decisions in your testing endeavors and identifying performance bottlenecks. Unlocking the full potential of performance. The post 3 Key Performance Testing Metrics Every Tester Should Know appeared first on Blog about Software Development, Testing, and AI | Abstracta.

Performance Testing 52

Performance Testing Metrics Testing Performance 52

DZone

JULY 23, 2024

An architectural pattern named Event Sourcing is gaining more and more recognition from developers who aim for strong and scalable systems. In this article, we’ll take a closer look at the concept of it: what it entails, its benefits, general flow, and key concepts. Moreover, we will discuss how to implement ES — some details on the technologies that make adoption easy.

Systems 130

Systems Scalability Architecture Technology 130

Dynatrace

JULY 25, 2024

A key learning from the outage caused by the faulty CrowdStrike “Rapid Response” update is how critical it is to understand your vendors’ quality control and release processes. Vendors should not only offer advanced technology to fulfill a business requirement but also demonstrate a strong commitment to reliability, security, and customer support. A variety of events and circumstances can cause an outage.

Strategy 154

Strategy Monitoring Open Source Testing 154

The Netflix TechBlog

JULY 22, 2024

By Jun He , Natallia Dzenisenka , Praneeth Yenugutala , Yingyi Zhang , and Anjali Norwood TL;DR We are thrilled to announce that the Maestro source code is now open to the public! Please visit the Maestro GitHub repository to get started. If you find it useful, please give us a star. What is Maestro Maestro is a general-purpose, horizontally scalable workflow orchestrator designed to manage large-scale workflows such as data pipelines and machine learning model training pipelines.

Strategy 222

Strategy Scalability Code Engineering 222

Dynatrace

JULY 24, 2024

A zero trust architecture (ZTA) model comprises seven pillars to enhance the security posture of all organizations, from government agencies to private sector enterprises. ZTA is a set of system design principles with a security model in mind. It includes an advanced cybersecurity strategy because threats can come from inside or outside of a network boundary.

Government 152

Government Architecture Analytics Strategy 152

Dynatrace

JULY 25, 2024

After a decade of helping companies manage container orchestration, Kubernetes, the open source container platform, has established itself as a mature enterprise technology. According to the Cloud Native Computing Foundation (CNCF), 84% of organizations are using or evaluating Kubernetes , up from 81% in 2022. But challenges remain when it comes to Kubernetes complexity.

Strategy 133

Strategy Engineering Open Source Java 133