Dynatrace

FEBRUARY 4, 2025

Using this data, developers can inspect local variables, server-process details, thread information, and trace data to identify the root cause of issues. In this case, the debugging process reveals there are background threads potentially consuming excessive CPU resources.

Performance 147

Performance Code Processing Availability 147

DZone

OCTOBER 11, 2024

This three-part article series will take you through the process of developing a network anomaly detection system using the Spring Boot framework in a robust manner. The series is organized as follows: Part 1: We’ll concentrate on the foundation and basic structure of our detection system, which has to be created.

Network 289

Network Systems Monitoring Technology 289

Dynatrace

OCTOBER 23, 2024

When I founded Dynatrace, I aimed to bridge the gap between IT performance and user experience. Using causal AI, we identified and resolved performance issues automatically. Consolidate real-user monitoring, synthetic monitoring, session replay, observability, and business process analytics tools into a unified platform.

Analytics 286

Analytics Logistics IoT Mobile 286

Dynatrace

FEBRUARY 4, 2025

Every software developer has faced the frustration of debugging. A production bug is the worst; besides impacting customer experience, you need special access privileges, making the process far more time-consuming. This cumbersome process should not be the norm.

Open Source 223

Open Source Code Engineering Best Practices 223

Dynatrace

OCTOBER 29, 2024

The Dynatrace platform automatically captures and maps metrics, logs, traces, events, user experience data, and security signals into a single datastore, performing contextual analytics through a “power of three AI”—combining causal, predictive, and generative AI. What’s behind it all? With over 2.5 The result?

Innovation 288

Innovation Cloud Strategy AWS 288

Dynatrace

MARCH 12, 2024

The business process observability challenge Increasingly dynamic business conditions demand business agility; reacting to a supply chain disruption and optimizing order fulfillment are simple but illustrative examples. Most business processes are not monitored. First and foremost, it’s a data problem.

Processing 279

Processing Monitoring Analytics C++ 279

Dynatrace

APRIL 16, 2024

In all seriousness, the shift-left mantra has shaken things up quite a bit in the tech industry, bringing a paradigm shift in how we approach software development. Today, engineers are spending an increasing amount of time developing and testing code in production-like environments.

Development 264

Development Software Software Tuning 264

The Netflix TechBlog

AUGUST 1, 2022

A Data Movement and Processing Platform @ Netflix By Bo Lei , Guilherme Pires , James Shao , Kasturi Chatterjee , Sujay Jain , Vlad Sydorenko Background Realtime processing technologies (A.K.A stream processing) is one of the key factors that enable Netflix to maintain its leading position in the competition of entertaining our users.

Processing 273

Processing Transportation Entertainment Tuning 273

Dynatrace

DECEMBER 12, 2024

Carefully planning and integrating new processes and tools is critical to ensuring compliance without disrupting daily operations. Visibility of all business processes starting from the back end and ending with customer experience is perhaps the biggest challenge.

Analytics 289

Analytics Government Efficiency Innovation 289

O'Reilly

OCTOBER 22, 2024

By which I mean it can make developers produce more. The question is whether those developers are producing something good or not. The difference between an experienced developer and a junior is that an experienced developer knows: There’s more than one good solution to every problem. This is great!

Development 135

Development Code Google Engineering 135

The Netflix TechBlog

JANUARY 10, 2024

Future blogs will provide deeper dives into each service, sharing insights and lessons learned from this process. The Netflix video processing pipeline went live with the launch of our streaming service in 2007. The Netflix video processing pipeline went live with the launch of our streaming service in 2007.

Processing 238

Processing Media Latency Innovation 238

DZone

JANUARY 10, 2025

My own journey of redesigning numerous systems and optimizing their performance has taught me time and again that creating a truly low-maintenance backend is an art that goes far beyond simple technical implementation. Developers could understand and manage the entire systems intricacies.

Architecture 242

Architecture Scalability Software Engineering Cloud 242

Dynatrace

FEBRUARY 27, 2025

OpenTelemetry is enhancing GenAI observability : By defining semantic conventions for GenAI and implementing Python-based instrumentation for OpenAI, OpenTel is moving towards addressing GenAI monitoring and performance tuning needs. First, it allows human operators to correctly interpret the data they’re seeing.

Tuning 310

Tuning Open Source Innovation Monitoring 310

Dynatrace

OCTOBER 23, 2024

Whether you’re troubleshooting a specific issue or looking to improve overall system performance, Distributed tracing equips you with the tools you need to make informed decisions and maintain a high standard of application performance. To understand the benefits of the Distributed Tracing app, let’s take a look at a typical scenario.

Tuning 299

Tuning Website Availability Performance 299

Dynatrace

JANUARY 22, 2025

But as with many other automation tools, it can be difficult to maintain the performance and visibility of these workflows. By integrating Dynatrace with GitHub Actions, you can proactively monitor for potential issues or slowdowns in the deployment processes. In the final step of the workflow, a JavaScript processes the API responses.

Monitoring 242

Monitoring DevOps Metrics Virtualization 242

DZone

FEBRUARY 27, 2025

In the data warehouse world, data is managed through the ETL process, which consists of three steps: extract pulling or acquiring data from sources, transform converting data into the required format, and load pushing data to the destination, typically a data warehouse or data mart.

Performance 130

Performance Servers Processing Development 130

Dynatrace

NOVEMBER 18, 2024

Retaining multiple tools generates huge volumes of alerts for analysis and action, slowing down the remediation and risk mitigation processes. The process should include training technical and business users to maximize the value of the platform so they can access, ingest, analyze, and act on the new observability approach.

Strategy 243

Strategy Innovation Cloud Efficiency 243

Dynatrace

FEBRUARY 12, 2024

At the 2024 Dynatrace Perform conference in Las Vegas, Michael Winkler, senior principal product management at Dynatrace, ran a technical session exploring just some of the many ways in which Dynatrace helps to automate the processes around development, releases, and operation. Real-time detection for fast remediation.

Engineering 246

Engineering Development Infrastructure Cloud 246

Dynatrace

FEBRUARY 10, 2023

These are just some of the topics being showcased at Perform 2023 in Las Vegas. Perform 2023 news At Perform 2023 in Las Vegas, the headliner theme is IT automation. By automating workflows, teams throughout the organization can eliminate manual processes and improve outcomes. We’ll post news here as it happens!

Efficiency 306

Efficiency Performance Analytics DevOps 306

Dynatrace

NOVEMBER 11, 2024

Service-level objectives (SLOs) can play a vital role in ensuring that all stakeholders have visibility into the resources being used and the performance of their applications. If your team is responsible for setting up Kubernetes clusters, you might want to monitor and optimize the workload performance when setting up SLOs.

Efficiency 263

Efficiency Best Practices Monitoring Cloud 263

DZone

FEBRUARY 19, 2023

The second day of Dynatrace Perform kicked off with a great discussion between Kelsey Hightower, distinguished developer advocate at Google Cloud Platform, and Andi Grabner, DevOps evangelist at Dynatrace. The theme of their discussion was redefining the boundaries of people, processes, and platforms.

Performance 259

Performance DevOps Google Cloud 259

Dynatrace

NOVEMBER 6, 2023

Application observability helps IT teams gain visibility in their highly distributed systems, but what is developer observability and why is it important? In a recent webinar , Dynatrace DevOps activist Andi Grabner and senior software engineer Yarden Laifenfeld explored developer observability. Observability is about answering.”

Development 290

Development DevOps Programming Cloud 290

Dynatrace

OCTOBER 3, 2024

Dynatrace OTel Collector Understand your applications with ease Due to a lack of contextual insights and actionable intelligence, application teams often find themselves overwhelmed by data, unable to quickly identify the root causes of performance issues. The same is true when it comes to log ingestion.

Performance 290

Performance Architecture Innovation Latency 290

Dynatrace

MARCH 25, 2025

We recently announced Dynatrace Live Debugger , which gives developers unprecedented access to real-time data and runtime behavior insights. This powerful tool can be leveraged across various environments, including production, to enhance development processes and ensure robust application performance.

Benchmarking 147

Benchmarking Code Open Source Engineering 147

Dynatrace

MARCH 5, 2025

From developers leveraging platform engineering tools to optimize application performance, to Site Reliability Engineers (SREs) ensuring resilience, and executives gaining critical business insights, observability increases the velocity of innovation across every level of an organization.

Innovation 232

Innovation Speed Efficiency Engineering 232

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

The Netflix TechBlog

NOVEMBER 20, 2023

by Jun He , Yingyi Zhang , and Pawan Dixit Incremental processing is an approach to process new or changed data in workflows. The key advantage is that it only incrementally processes data that are newly added or updated to a dataset, instead of re-processing the complete dataset.

Processing 219

Processing Big Data Efficiency Engineering 219

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. This article outlines the key differences in architecture, performance, and use cases to help determine the best fit for your workload. What is Apache Kafka?

Latency 147

Latency Analytics Architecture Storage 147

Speed Curve

JANUARY 19, 2025

Let's kick off the new year by celebrating someone who has not just had a huge impact on web performance over the past few years, but who has even more exciting stuff in the works for the future: Annie Sullivan! Annie and her team navigate this arduous task with true passion for web performance and for improving the user experience.

Performance 98

Performance Google Speed Metrics 98

DZone

JUNE 22, 2023

The post will provide a comprehensive guide to understanding the key principles and best practices for optimizing the performance of APIs. What Is API Performance Optimization? API performance optimization is the process of improving the speed, scalability, and reliability of APIs.

Scalability 245

Scalability Design Best Practices Performance 245

DZone

APRIL 13, 2023

Built using Rust, it offers a high degree of flexibility, loose coupling, and exceptional performance. This self-hosted graph routing solution is highly configurable, making it an ideal choice for developers who require a high-performance routing system.

Monitoring 245

Monitoring Performance Traffic Efficiency 245

The Netflix TechBlog

MARCH 28, 2025

This limitation has inspired us to develop a foundation model for recommendation. The impetus for constructing a foundational recommendation model is based on the paradigm shift in natural language processing (NLP) to large language models (LLMs). However, as in LLMs, the quality of data often outweighs its sheer volume.

Tuning 165

Tuning Efficiency Latency Strategy 165

Dynatrace

JANUARY 23, 2024

AI data analysis can help development teams release software faster and at higher quality. These are the goals of AI observability and data observability, a key theme at Dynatrace Perform 2024 , the observability provider’s annual conference, which takes place in Las Vegas from January 29 to February 1, 2024.

Performance 246

Performance DevOps Innovation Energy 246

Dynatrace

FEBRUARY 28, 2024

Through containers developed within VA Platform One (VAPO), the development team at the U.S. The containers can run anywhere, whether a private data center, the public cloud or a developer’s own computing devices. VA Platform One (VAPO) is a comprehensive application development and delivery platform.

Monitoring 246

Monitoring Artificial Intelligence Performance Healthcare 246

O'Reilly

MARCH 25, 2025

Weve seen this across dozens of companies, and the teams that break out of this trap all adopt some version of Evaluation-Driven Development (EDD), where testing, monitoring, and evaluation drive every decision from the start. Were also betting that this will be a time of software development flourishing. The way out?

Systems 69

Systems Development Tuning Monitoring 69

DZone

AUGUST 8, 2021

As companies develop, they provide services at greater capacities. Scalability testing and performance testing are ways to assess software capabilities. Scalability testing and performance testing are ways to assess software capabilities. Performance testing focuses on response times and software quality.

Scalability 342

Scalability Testing Performance Testing Software 342

The Netflix TechBlog

JANUARY 2, 2025

To facilitate easier access to incrementality results, we have developed an interactive tool powered by this framework. To better guide the design and budgeting of future campaigns, we are developing an Incremental Return on Investment model. This makes it difficult to measure the impact of different game launches on acquisition.

Analytics 190

Analytics Engineering Games Entertainment 190