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

Dynatrace

AUGUST 29, 2023

Dynatrace has announced that it has successfully achieved the Google Cloud Ready – Cloud SQL designation for Cloud SQL, Google Cloud’s fully-managed, relational database service for MySQL, PostgreSQL, and SQL Server. This designation can also save time in evaluating Dynatrace solutions for organizations that are not already using them.

Google 246

Google Cloud Design Programming 246

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

Dynatrace

MARCH 5, 2025

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

Database 306

Database Development Tuning DevOps 306

Dynatrace

APRIL 19, 2023

Creating an ecosystem that facilitates data security and data privacy by design can be difficult, but it’s critical to securing information. When organizations focus on data privacy by design, they build security considerations into cloud systems upfront rather than as a bolt-on consideration. Why perform exclusion at two points?

Design 246

Design Storage Programming Analytics 246

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 251

Latency Cache Infrastructure Strategy 251

Dynatrace

FEBRUARY 27, 2025

In fact, observability is essential for shaping how we design smarter, more resilient systems for the future. 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.

Tuning 310

Tuning Open Source Innovation Monitoring 310

DZone

SEPTEMBER 23, 2024

Traditional blocking architectures often struggle to keep up performance, especially under high load. Being Spring Boot developers, we know that Spring WebFlux , introduced as part of Spring 5, offers a reactive, non-blocking programming model designed to address these challenges. Why Use Spring WebFlux?

Performance 287

Performance Latency Architecture Programming 287

DZone

AUGUST 12, 2024

Istio is the most popular service mesh, but the DevOps and SREs community constantly complain about its performance. Istio Ambient is a sidecar-less approach by the Istio committee (majorly driven by SOLO.io) to improve performance. Architecturally, the Istio Ambient mesh is a great design that improves performance.

Benchmarking 247

Benchmarking Performance Testing Performance DevOps 247

The Netflix TechBlog

NOVEMBER 9, 2022

In both bands, performance characteristics remain consistent for the entire uptime of the JVM on the node, i.e. nodes never jumped the bands. Luckily, the m5.12xl instance type exposes a set of core PMCs (Performance Monitoring Counters, a.k.a. This was our starting point for troubleshooting.

Hardware 363

Hardware Cache Performance Latency 363

DZone

OCTOBER 19, 2023

Virtual threads are a lightweight and efficient alternative to traditional platform threads, designed to simplify concurrent programming and enhance the performance of Java applications. They are designed to address the challenges of writing, maintaining, and optimizing high-throughput concurrent applications.

Virtualization 273

Virtualization Java Performance Games 273

DZone

JULY 2, 2024

This article takes a plunge into the comparative analysis of these two cult technologies, highlights the critical performance metrics concerning scalability considerations, and, through real-world use cases, gives you the clarity to confidently make an informed decision.

Scalability 264

Scalability Performance Benchmarking Games 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 Monitoring 223

DZone

JANUARY 17, 2022

There are tools that simply help you monitor the overall performance of an app while it's in use on a device. To design a scalable Android application in a multi-core device environment, an Android developer must be able to create concurrent execution lines that mix and match data from many resources.

Mobile 264

Mobile Performance Monitoring Scalability 264

Scalegrid

MARCH 10, 2025

Built and maintained by Oracle, it provides an all-in-one solution for database modeling, query execution, user administration, and performance monitoring. Its designed primarily for Windows users, but many developers use it on other platforms via Wine. Its a solid choice if you want a full-featured MySQL development environment.

Open Source 162

Open Source Database Design Cloud 162

DZone

JANUARY 8, 2024

As organizations increasingly migrate their applications to the cloud, efficient and scalable load balancing becomes pivotal for ensuring optimal performance and high availability. Each of these services addresses specific use cases, offering diverse functionalities to meet the demands of modern applications. What Is Load Balancing?

Azure 287

Azure Scalability Traffic Performance 287

Dynatrace

JANUARY 22, 2025

But as with many other automation tools, it can be difficult to maintain the performance and visibility of these workflows. Everyone involved in the software delivery lifecycle can work together more effectively with a single source of truth and a shared understanding of pipeline performance and health.

Monitoring 242

Monitoring DevOps Metrics Virtualization 242

DZone

APRIL 13, 2023

The Apollo router is a powerful routing solution designed to replace the GraphQL Gateway. Built using Rust, it offers a high degree of flexibility, loose coupling, and exceptional performance. With this integrated telemetry functionality, the Apollo router provides a streamlined and efficient performance monitoring solution.

Monitoring 245

Monitoring Performance Traffic Efficiency 245

Dynatrace

OCTOBER 30, 2024

We believe this recognition underscores our dedication to empowering organizations to achieve outstanding digital performance. 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 Strategy 245

Dynatrace

JANUARY 15, 2025

Navigating these regulations while maintaining high performance and security standards is challenging. 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

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.

Latency 147

Latency Analytics Architecture Storage 147

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 219

Scalability Cache Engineering Systems 219

Dynatrace

NOVEMBER 20, 2024

As a global IT observability and security provider, Dynatrace helps hundreds of companies in dozens of industries deliver seamless, secure, and high-performing digital services. As the company has grown to more than 4,700 employees, Greifeneder’s team has designed an agile and autonomous approach to innovation at scale.

Innovation 189

Innovation Programming Scalability Design 189

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

DZone

OCTOBER 6, 2021

When testing the performance of a native Android or iOS app, choosing the right set of devices is critical for maximizing your chances of success. In order to ship new updates of your app with confidence, you should efficiently analyze app performance during development to identify issues before they reach the end-users.

Testing 278

Testing Performance Mobile Hardware 278

Dynatrace

FEBRUARY 4, 2025

Developers not only write code; they’re also accountable for their applications performance and reliability. This method allows you to collect valuable data, such as local variables and arguments, without impacting application performance or wasting precious time. Well, every good joke has a pinch of truth to it.

Open Source 223

Open Source Code Engineering Best Practices 223

DZone

FEBRUARY 27, 2024

Caching is a critical technique for optimizing application performance by temporarily storing frequently accessed data, allowing for faster retrieval during subsequent requests. Leveraging this hierarchical structure can significantly reduce latency and improve overall performance.

Cache 173

Cache Efficiency Architecture Design 173

Dynatrace

APRIL 10, 2023

Managing cloud performance is increasingly challenging for organizations that spread workloads across a greater variety of platforms. Moreover, organizations have to balance maintaining security, retaining cloud management expertise, and managing infrastructure performance. Rural lifestyle retail giant Tractor Supply Co.

Cloud 243

Cloud Ecommerce Performance Retail 243

DZone

OCTOBER 26, 2022

In this article, I reported my experience working on large applications and how monitoring came into my journey when I started producing software designed to solve business-critical problems.

Monitoring 246

Monitoring Performance Design Software 246

Dynatrace

JANUARY 23, 2024

With our annual user conference, Dynatrace Perform 2024 rapidly approaching on January 29 through February 1, 2024, our teams, partners, and customers are buzzing with excitement and anticipation. Read on to learn what you can look forward to hearing about from each of our cloud partners at Perform. What can we move?

Cloud 264

Cloud Artificial Intelligence Performance AWS 264

Dynatrace

OCTOBER 17, 2023

In the recently published Gartner® “ Critic al Capabilities for Application Performance Monitoring and Observability,” Dynatrace scored highest for the IT Operations Use Case (4.15/5) This is accomplished by using service monitoring and anomaly detection for early-warning notifications of performance issues.” 5) in the Gartner report.

Monitoring 278

Monitoring Artificial Intelligence Performance Analytics 278

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 190

Analytics Engineering Games Entertainment 190

Dynatrace

FEBRUARY 4, 2025

Building the dream package Observability for Developers, the newly introduced offering from Dynatrace, is designed to cater to developers’ specific needs and challenges. In a single view, developers get an instant overview of application performance, system health, logs, problems, deployment status, user interactions, and much more.

Development 235

Development Analytics Code Architecture 235

The Netflix TechBlog

FEBRUARY 26, 2024

By Jose Fernandez Today, we are thrilled to announce the release of bpftop , a command-line tool designed to streamline the performance optimization and monitoring of eBPF applications. This tool minimizes overhead by enabling performance statistics only while it is active.

Performance 181

Performance Benchmarking Programming Open Source 181

Dynatrace

JANUARY 23, 2024

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. Join us at Dynatrace Perform 2024 , either on-site or virtuall y, to explore these themes further.

Performance 246

Performance DevOps Innovation Energy 246

Dynatrace

FEBRUARY 6, 2025

Whether you’re a seasoned IT expert or a marketing professional looking to improve business performance, understanding the data available to you is essential. With Dashboards , you can monitor business performance, user interactions, security vulnerabilities, IT infrastructure health, and so much more, all in real time.

Metrics 243

Metrics Infrastructure Monitoring Best Practices 243

Dynatrace

NOVEMBER 4, 2024

Business events: Delivering the best data It’s been two years since we introduced business events , a special class of events designed to support even the most demanding business use cases. Our Business Analytics solution is a prominent beneficiary of this commitment.

Analytics 241

Analytics Airlines Metrics Monitoring 241