O'Reilly

JUNE 26, 2025

When designing for kids, it’s important to design with them, not just for them. What have kids taught you about AI design? 2:25 : You’ve noticed that a lot of the users of AI are Gen Z, but most tools aren’t designed with them in mind. 8:46 : With those design directions, I built the tool. It asks them questions.

Design 96

Design Education Games Open Source 96

Smashing Magazine

JANUARY 7, 2025

How To Design For High-Traffic Events And Prevent Your Website From Crashing How To Design For High-Traffic Events And Prevent Your Website From Crashing Saad Khan 2025-01-07T14:00:00+00:00 2025-01-07T22:04:48+00:00 This article is sponsored by Cloudways Product launches and sales typically attract large volumes of traffic.

Traffic 86

Traffic Website Design Cache 86

DZone

JANUARY 26, 2024

The cornerstone is a well-designed and painstakingly built messaging system, which allows for smooth communication and data exchange across diverse components. A distributed application’s complicated tapestry strongly relies on its messaging system's durability and reliability.

Scalability 264

Scalability Design Systems Architecture 264

Dynatrace

DECEMBER 9, 2024

The time has come to move beyond outdated practices and adopt solutions designed for the realities of Kubernetes environments. This empowers teams to efficiently deliver secure, compliant Kubernetes applications by design. Ready to see the full potential of Dynatrace KSPM for your workloads?

Best Practices 290

Best Practices Benchmarking DevOps Efficiency 290

InfoQ

MAY 30, 2025

Learn how to design resilient event-driven systems that scale. Explore key patterns like shuffle sharding and decoupling queues to handle load spikes and failures. Understand common pitfalls like over-relying on retries and neglecting observability for robust, scalable architectures. By Rajesh Kumar Pandey

Design 69

Design Systems Scalability Architecture 69

DZone

DECEMBER 25, 2024

Spring WebClient is a reactive, non-blocking HTTP (HyperText Transfer Protocol) client designed for making requests to external services. It belongs to the Spring WebFlux framework and provides advanced, scalable handling of HTTP requests more efficiently than the RestTemplate.

Performance 246

Performance Programming Scalability Efficiency 246

Dynatrace

DECEMBER 3, 2024

This year’s AWS re:Invent will showcase a suite of new AWS and Dynatrace integrations designed to enhance cloud performance, security, and automation. The rapid evolution of cloud technology continues to shape how businesses operate and compete.

AWS 298

AWS Cloud Performance Innovation 298

The Netflix TechBlog

JULY 10, 2025

Attracting over 20 million members each month, Tudum is designed to enrich the viewing experience by offering additional context and insights into the content available on Netflix. This design leverages compression techniques to scale datasets up to 100 million records per entity, ensuring extremely low latencies and high availability.

Architecture 177

Architecture Cache Latency Database 177

DZone

FEBRUARY 11, 2025

In my previous article on Pydantic, I introduced you to Logfire in one of the code examples as an observability platform designed to provide developers with insights into Python applications.

Innovation 214

Innovation Design Code Development 214

Dynatrace

MAY 28, 2025

Mastering user sign-in monitoring with Dynatrace Dynatrace delivers a unified, AI-powered observability platform designed to streamline the ingestion and monitoring of sign-in activities while providing real-time insights into users behavior. Explore the Microsoft Entra ID integration documentation for comprehensive details.

Monitoring 237

Monitoring Cloud Analytics Design 237

The Netflix TechBlog

NOVEMBER 12, 2024

By: Rajiv Shringi , Oleksii Tkachuk , Kartik Sathyanarayanan Introduction In our previous blog post, we introduced Netflix’s TimeSeries Abstraction , a distributed service designed to store and query large volumes of temporal event data with low millisecond latencies. Today, we’re excited to present the Distributed Counter Abstraction.

Latency 264

Latency Cache Infrastructure Strategy 264

DZone

JANUARY 2, 2025

Do Not Wait With Checks Teams aim to maintain continuous database reliability, focusing on ensuring their designs perform well in production, scale effectively, and allow for safe code deployments. Achieving this becomes much simpler when robust database observability is in place. Lets explore how.

Database 223

Database Speed Efficiency Code 223

Dynatrace

MARCH 5, 2025

Metis has built an AI-driven database observability platform designed for developers and SREs. Site Reliability Engineers (SREs) also face significant challenges in maintaining database reliability, ensuring performance, and preventing disruptions in highly dynamic and distributed environments.

Database 306

Database Development Tuning DevOps 306

Scalegrid

MARCH 10, 2025

Key features: Visual schema and table design SQL editor with syntax highlighting and autocomplete User and permission management Performance dashboards and slow query analysis Backup and restore utilities Its a great choice if you want an integrated experience and dont mind a slightly steeper learning curve.

Open Source 162

Open Source Database Design Cloud 162

Dynatrace

JUNE 26, 2025

Business events from outgoing web requests Dynatrace business events are in a special class designed to support even the most demanding business use cases. OneAgent now supports capturing business events from outgoing web requests that are specifically designed to illuminate these blind spots.

Analytics 222

Analytics Java Cloud Availability 222

Dynatrace

FEBRUARY 27, 2025

In fact, observability is essential for shaping how we design smarter, more resilient systems for the future. To understand whats happening in todays complex software ecosystems, you need comprehensive telemetry data to make it all observable.

Tuning 310

Tuning Open Source Innovation Monitoring 310

Dynatrace

NOVEMBER 20, 2024

Although Dynatrace has its headquarters in Massachusetts and is publicly traded on the New York Stock Exchange ( NYSE:DT ), the epicenter of product design and creation is in Linz, Austria, where the company was founded in 2005. Key to this recognition as a uniquely global company is an agile and scalable approach to creativity. “You

Innovation 189

Innovation Programming Scalability Design 189

DZone

OCTOBER 28, 2024

Photo by Chris Linnett Architecture Based on the design defined in the diagram (Figure 1), we will be building Kumologica applications as a Docker container. In this article, we will be taking through the build and deployment of a simple hello world service Docker container inside AWS Elastic Container Service (ECS) Fargate.

AWS 247

AWS Lambda Azure Architecture 247

Dynatrace

NOVEMBER 29, 2024

This certification is specifically designed for Cloud Service Providers (CSPs) and builds upon the more generic approaches of ISO 27001 and SOC 2 Type II. The Cloud Security Alliance (CSA) Security, Trust & Assurance Registry (STAR) is a comprehensive framework for cloud security assurance.

Benchmarking 246

Benchmarking Government Innovation Cloud 246

Dynatrace

NOVEMBER 29, 2024

The Dynatrace SDL includes penetration testing, red teaming, continuous threat modeling and risk assessments, a public bug bounty program, and vulnerability scans.

Storage 246

Storage AWS Azure Architecture 246

Dynatrace

NOVEMBER 20, 2024

Future-proofing protection A modern security approach is circular: There’s no start or endpoint but rather a state of ongoing innovation and development designed to help organizations future-proof their protection against evolving threats. Ensuring business resiliency requires a proactive approach to security and observability.

Best Practices 299

Best Practices Innovation Azure Cloud 299

The Netflix TechBlog

JANUARY 6, 2025

To address this, we introduced the term Title Health, a concept designed to help us communicate effectively and capture the nuances of maintaining each titles visibility and performance. Up next In the next iteration we will talk about how to design an observability endpoint that works for all personalization systems.

Scalability 237

Scalability Cache Engineering Systems 237

Scalegrid

FEBRUARY 6, 2025

RabbitMQ is designed for flexible routing and message reliability, while Kafka handles high-throughput event streaming and real-time data processing. Its design prioritizes high availability and efficient data transfer with minimal overhead, making it a practical choice for handling real-time data pipelines and distributed event processing.

Latency 147

Latency Analytics Architecture Storage 147

Dynatrace

NOVEMBER 4, 2024

Execution plans also allow you to understand the cost and resource usage of the various query operations involved, enabling informed decisions about query re-design and indexing strategies. You can ensure that your databases run efficiently, and ultimately improve application performance.

Database 246

Database Performance Metrics Monitoring 246

Dynatrace

FEBRUARY 4, 2025

Designed from the ground up, this process aims to protect source code security and follow vendor best practices provided by relevant vendors. Security and privacy controls implemented in Dynatrace are designed to meet the requirements of major regulatory frameworks globally. Find the list of supported frameworks in our Trust Center.

Open Source 222

Open Source Code Engineering Best Practices 222

Dynatrace

NOVEMBER 25, 2024

We are excited to announce new integrations with AWS services, designed to enhance AI-driven automation and analytics capabilities for our joint customers. Our partnership with AWS continues to build, enabling seamless data flows and real-time processing that help organizations harness the full potential of their cloud environments.

AWS 263

AWS Cloud Innovation Infrastructure 263

The Netflix TechBlog

JANUARY 2, 2025

To better guide the design and budgeting of future campaigns, we are developing an Incremental Return on Investment model. Ideally, we would have causal estimates from an A/B test to use for validation, but since that is not available, we use another causal inference design as one of our ensemble of validation approaches.

Analytics 207

Analytics Engineering Games Entertainment 207

Dynatrace

OCTOBER 17, 2024

These enhancements are designed to empower IT operations and SRE teams with more comprehensive visibility and increased efficiency at any time. Let’s explore these exciting new features and see how they elevate infrastructure management.

Infrastructure 246

Infrastructure Network DevOps Metrics 246

The Netflix TechBlog

MAY 9, 2025

This system comprises of diverse sub-systems designed to monitor, measure, and optimize ad campaigns. Initially, the system was designed to be simple, secure, and efficient, with an underlying ethos of device-originated and server-proxied operations. The software systems extended the existing Netflix playback systems to play ads.

Processing 184

Processing Metrics Servers Engineering 184

Dynatrace

MARCH 5, 2025

Its designed for users familiar with open source standardization looking for support for OpenTelemetry semantic, granular, and advanced log pipeline management capabilities paired with token-based API authentication. The API-based approach is the most flexible.

Open Source 209

Open Source IoT Cloud Azure 209

DZone

MAY 2, 2025

It has to be part of the design from the very beginning. We will go through the strategies that work in the real world not just theory and look at how availability, cost, observability, scaling, and system design all come together. When you are serving millions of users, resilience cannot be something you add later.

Systems 130

Systems Traffic Strategy Design 130

Dynatrace

OCTOBER 30, 2024

Gartner does not endorse any vendor, product or service depicted in its research publications and does not advise technology users to select only those vendors with the highest ratings or other designation.

Monitoring 245

Monitoring Innovation Mobile Website 245

Percona Community

JULY 9, 2025

Way too often we find that performance problems come not from scale limits, but from poor design and neglected maintenance. ” It represents a fundamental system design change with significant, ongoing costs across engineering, operations, and product management. It’s not simply “HA but better.”

Latency 123

Latency Tuning Database Traffic 123

DZone

APRIL 23, 2025

However, their design philosophies and technical focuses differ significantly. Core Design Philosophy: MPP Architecture vs. Search Engine Architecture Apache Doris employs a typical MPP (Massively Parallel Processing) distributed architecture, tailored for high-concurrency, low-latency real-time online analytical processing (OLAP) scenarios.

Analytics 130

Analytics Big Data Latency Architecture 130

Dynatrace

JANUARY 15, 2025

They offer a comprehensive end-to-end solution to these challenges, providing functionalities designed to enhance compliance and resilience in IT environments.

Systems 264

Systems DevOps Analytics Monitoring 264

The Netflix TechBlog

MARCH 4, 2025

In this final part, we detailed the sophisticated system strategies and architecture, including observability endpoints, proactive monitoring, and Time Travel capabilities; all designed to ensure a thrilling viewing experience.

Traffic 190

Traffic Entertainment Strategy Innovation 190

DZone

JULY 1, 2025

In this article, you will learn the differences between the two, their designs, and practical examples in Java. Ribbon is a client-side load balancer and has been replaced by Spring Cloud LoadBalancer. Spring Cloud LoadBalancer is a more modern and maintainable solution.

Cloud 124

Cloud Java Design 124