High Scalability

JANUARY 25, 2022

This is a guest post by Ankit Sirmorya. Ankit is working as a Machine Learning Lead/Sr. Machine Learning Engineer at Amazon and has led several machine-learning initiatives across the Amazon ecosystem. Ankit has been working on applying machine learning to solve ambiguous business problems and improve customer experience.

Design 329

Design Engineering Development 329

DZone

JULY 10, 2023

Welcome back to our series on API design principles for optimal performance and scalability. In our previous blog post, we explored the importance of designing high-performance APIs and the key factors that influence API performance.

Design 277

Design Performance Scalability 277

Dynatrace

OCTOBER 23, 2023

At financial services company, Soldo, efficiency and security by design are paramount goals. Because Soldo is in a highly regulated industry, Domenella’s team adopted security by design from the beginning. What is security by design? The most efficient one we found was Dynatrace.”

Design 264

Design Innovation DevOps Open Source 264

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

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The time has come to move beyond outdated practices and adopt solutions designed for the realities of Kubernetes environments.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

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

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. The goal is to help developers, technical managers, and business owners understand the importance of API performance optimization and how they can improve the speed, scalability, and reliability of their APIs.

Scalability 245

Scalability Design Best Practices Performance 245

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

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

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

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

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

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 247

Latency Cache Infrastructure Strategy 247

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

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

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 211

Open Source IoT Cloud Azure 211

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

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

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 223

Open Source Code Engineering Best Practices 223

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 215

Scalability Cache Engineering Systems 215

Dynatrace

MARCH 5, 2025

This shift is driving increased adoption of the Dynatrace platform, as our customers leverage our unified observability solutionpowered by Grail, our hyperscale data lakehouse, designed to store, process, and query massive volumes of observability, security, and business data with high efficiency and speed.

Innovation 232

Innovation Speed Efficiency Engineering 232

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 Strategy 245

DZone

FEBRUARY 28, 2025

It is designed for simplicity and cost-efficiency. Grafana Loki is a horizontally scalable, highly available log aggregation system. Created by Grafana Labs in 2018, Loki has rapidly emerged as a compelling alternative to traditional logging systems, particularly for cloud-native and Kubernetes environments.

Architecture 130

Architecture Scalability Efficiency Cloud 130

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 171

Traffic Strategy Entertainment Innovation 171

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 187

Analytics Engineering Games Entertainment 187

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

DZone

OCTOBER 28, 2024

As networks scale exponentially, classical topologies and designs are struggling to keep in sync with the rapidly evolving demands of the modern IT infrastructure. Network management is getting complex due to the sheer amount of network infrastructure and links.

Network 162

Network Hardware Internet Internet 162

Dynatrace

OCTOBER 14, 2024

The system demands significant effort to design, manage, and maintain, especially as an organization’s needs evolve. This level of flexibility does, however, bring increased complexity, meaning that implementing and managing ABAC can be time-consuming and resource-intensive.

Monitoring 246

Monitoring Metrics Systems Scalability 246

DZone

OCTOBER 9, 2024

The Scheduler service enables this and is designed to address the performance and scalability improvements on Actor reminders and the Workflow API. In this post, I am going to deep dive into the details of how the Scheduler service was designed and its implementation to give you some background. Prior to v1.14

Scalability 318

Scalability Design Database Processing 318

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

Dynatrace

JANUARY 22, 2025

Next steps: Unlock the potential of GitHub data in Dynatrace The examples provided were designed to be straightforward and easy to implement, offering a foundation for integrating GitHub data into Dynatrace. However, these use cases are just the beginning.

Monitoring 242

Monitoring DevOps Metrics Virtualization 242

DZone

FEBRUARY 10, 2025

Microsoft Azure SQL is a robust, fully managed database platform designed for high-performance querying, relational data storage, and analytics. For a typical web application with a backend, it is a good choice when we want to consider a managed database that can scale both vertically and horizontally.

Metrics 165

Metrics Azure Analytics Storage 165

Dynatrace

FEBRUARY 28, 2025

It utilizes a Model-View-Controller (MVC) architecture to separate business logic, page design, and control flow. These issues are mainly related to the design to protect against arbitrary getters and setters in the Action class. This recent critical vulnerability in its file upload mechanism carries a CVSS rating of 9.5

Social Media 147

Social Media Java Media Open Source 147