DZone

SEPTEMBER 30, 2023

While this architectural approach offers scalability, reusability, and adaptability, it also presents a unique challenge: effectively managing communication between these microservices. Successfully coordinating messages among these services is a fundamental aspect of their design.

Systems 286

Systems Virtualization Architecture Scalability 286

Dynatrace

MAY 5, 2020

We’re therefore excited to announce that Dynatrace has received the Amazon RDS Service Ready designation. Achieving this designation differentiates Dynatrace as an AWS Advanced Technology Partner with a product that is integrated with Amazon RDS and is generally available and fully supported.

Design 145

Design AWS Education Innovation 145

Dynatrace

OCTOBER 7, 2021

Instead of worrying about infrastructure management functions, such as capacity provisioning and hardware maintenance, teams can focus on application design, deployment, and delivery. Scalability. Finally, there’s scalability. The first benefit is simplicity. Let’s explore each in more detail. Compute services.

Serverless 293

Serverless AWS Lambda Storage 293

Dynatrace

MARCH 14, 2023

Amazon’s new general-purpose Linux for AWS is designed to provide a secure, stable, and high-performance execution environment to develop and run cloud applications. This is done by detecting availability and performance problems in real time across an entire technology stack while presenting teams with answers — not alert storms.

AWS 292

AWS Lambda Serverless Virtualization 292

DZone

SEPTEMBER 11, 2024

Regarding contemporary software architecture, distributed systems have been widely recognized for quite some time as the foundation for applications with high availability, scalability, and reliability goals. Spring Boot's default codes and annotation setup lessen the time it takes to design an application.

Systems 249

Systems Java Software Architecture Programming 249

DZone

DECEMBER 28, 2020

Performances testing helps establish the scalability, stability, and speed of the software application. Confirming scalability, dependability, stability, and speed of the app is crucial. Therefore, designing and implementing such tests are crucial to ensure the stability of the website.

Performance Testing 230

Performance Testing Testing Tools Testing Performance 230

DZone

JULY 12, 2023

In the world of cloud computing, virtual machines (VMs) have revolutionized the way businesses operate by providing scalable and flexible computing resources. Among the multitude of VM options available, Azure B Series Virtual Machines stand out as a cost-effective and efficient choice for various workloads.

Azure 246

Azure Virtualization Scalability Cloud 246

Dynatrace

JULY 11, 2023

Scalability and cloud-native support: Dynatrace is designed to scale effortlessly in dynamic Kubernetes environments. It automates tasks such as provisioning and scaling Dynatrace monitoring components, updating configurations, and ensuring the health and availability of the monitoring infrastructure.

Architecture 178

Architecture Availability Infrastructure Monitoring 178

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 256

AWS Cloud Performance Innovation 256

Smashing Magazine

AUGUST 18, 2020

Inspired Design Decisions With Bradbury Thompson: The Art Of Graphic Design. Inspired Design Decisions With Bradbury Thompson: The Art Of Graphic Design. I learned how to channel my often rebellious attitude to conventional design thinking to develop novel solutions to often everyday design problems.

Design 122

Design Media Entertainment Website 122

Percona

JUNE 22, 2023

To make data count and to ensure cloud computing is unabated, companies and organizations must have highly available databases. This guide provides an overview of what high availability means, the components involved, how to measure high availability, and how to achieve it. How does high availability work?

Availability 114

Availability Database Open Source Hardware 114

The Netflix TechBlog

FEBRUARY 9, 2021

In particular, it’s our job to design and build the systems and protocols that enable customers from all over the world to sign up for Netflix with the plan features and incentives that best suit their needs. This was a perfectly sufficient design for many years. To name a few: Updating XML files is error-prone and manual in nature.

Engineering 146

Engineering Scalability Architecture Innovation 146

Dynatrace

NOVEMBER 7, 2023

The old saying in the software development community, “You build it, you run it,” no longer works as a scalable approach in the modern cloud-native world. Platform engineering best practices for delivering a highly available, secure, and resilient Internal Development Platform: Centralize and standardize.

Engineering 285

Engineering DevOps Best Practices Infrastructure 285

Dynatrace

AUGUST 11, 2022

Before an organization moves to function as a service, it’s important to understand how it works, its benefits and challenges, its effect on scalability, and why cloud-native observability is essential for attaining peak performance. Increased availability. How does function as a service affect scalability? What is FaaS?

Development 262

Development Serverless Best Practices Lambda 262

The Netflix TechBlog

MARCH 25, 2019

You are designing a learning system to forecast Service Level Agreement (SLA) violations and would want to factor in all upstream dependencies and corresponding historical states. Design a flexible data model ? —?Represent Therefore, the ingestion approach for data lineage is designed to work with many disparate data sources.

Infrastructure 226

Infrastructure Big Data Transportation Architecture 226

The Netflix TechBlog

FEBRUARY 18, 2022

To this end, we developed a Rapid Event Notification System (RENO) to support use cases that require server initiated communication with devices in a scalable and extensible manner. This is not an easy task, considering the wide variety of supported devices and the sheer volume of actions our members perform.

Systems 334

Systems Traffic Architecture Mobile 334

Dynatrace

APRIL 19, 2021

Anticipating the evolution of our market, we designed the Dynatrace Software Intelligence Platform to: Provide the broadest multicloud observability , spanning applications, infrastructure, user experience, AIOps, automation, and application security in a single platform, to provide a single source of truth across the full stack.

DevOps 270

DevOps Innovation Speed Infrastructure 270

Dynatrace

NOVEMBER 3, 2023

With growing multicloud complexity and the need for organization-wide scalability, self-service and automation capabilities have become increasingly essential for developer productivity. Platform engineers design and implement these platforms, as well as ensure their security, scalability, and reliability.

Engineering 224

Engineering DevOps Software Engineering Scalability 224

Percona

JUNE 12, 2023

When it comes to access to their applications, users demand instant, reliable, and secure interactions — and that means databases must be highly available. With database high availability (HA), services are largely uninterrupted, and end users are largely satisfied. The obvious answer is this: To achieve high availability.

Architecture 103

Architecture Availability Open Source Healthcare 103

All Things Distributed

MARCH 23, 2021

We had to rethink everything previously known about building scalable systems. and we needed the low cost with high reliability that wasn’t readily available in storage solutions. As we laid it out in the original S3 press release, we needed a storage service that met the following design criteria:

Ecommerce 210

Ecommerce Retail Storage Scalability 210

DZone

SEPTEMBER 6, 2019

Application performance Review (also known as Application Performance Walkthrough or Application Performance Assessment) is the process of review of an existing application (in production) to evaluate its performance and scalability attributes. The performance characteristics of the application are determined by its architecture and design.

Processing 147

Processing Performance Scalability Best Practices 147

DZone

AUGUST 15, 2019

With All of the Free and Enterprise Tools Available for Performance Testing, There’s No Excuse for Having a System Failure. In terms of performance, we wish to achieve three main goals: speed, scalability, and stability. Performance tests reveal how a system behaves and responds during various situations.

Performance Testing 189

Performance Testing Testing Tools Performance Testing 189

Dynatrace

MAY 2, 2024

.” [1] –Gartner ® These drivers and the growing complexity of data privacy regulations make manual handling of these requests unsustainable, necessitating automated and scalable solutions. 2] — Nader Henein, VP Analyst, Gartner The Privacy Rights app is designed to streamline this process in Dynatrace.

Tuning 238

Tuning Scalability Efficiency Processing 238

Dynatrace

MARCH 18, 2024

Following FinOps practices, engineering, finance, and business teams take responsibility for their cloud usage, making data-driven spending decisions in a scalable and sustainable manner. Flexible pricing models that offer discounts based on commitment or availability can greatly reduce cloud waste. Suboptimal architecture design.

Best Practices 245

Best Practices Strategy Cloud AWS 245

The Netflix TechBlog

FEBRUARY 16, 2021

However, with our rapid product innovation speed, the whole approach experienced significant challenges: Business Complexity: The existing SKU management solution was designed years ago when the engagement rules were simple?—?three three plans and one offer homogeneously applied to all regions. Business Rules?—?SKURules:

Mobile 220

Mobile Engineering Infrastructure Scalability 220

Dynatrace

OCTOBER 1, 2021

When an observability solution also analyzes user experience data using synthetic and real-user monitoring, you can discover problems before your users do and design better user experiences based on real, immediate feedback. The architects and developers who create the software must design it to be observed. Benefits of observability.

Metrics 363

Metrics Open Source Monitoring Cloud 363

Dynatrace

AUGUST 22, 2024

These environments offer improved agility and scalability, and they also increase complexity, often making it more challenging for organizations to monitor and manage their applications. Complimentary copies of the 2024 Gartner Magic Quadrant for Observability Platforms are available on the Dynatrace website.

Analytics 205

Analytics Innovation Website Scalability 205

Dynatrace

OCTOBER 4, 2022

A data lakehouse addresses these limitations and introduces an entirely new architectural design. From the beginning, Grail was built to be fast and scalable to manage massive volumes of data. Data is available in real time without requiring indexing by our powerful Dynatrace Query Language. Ingest and process with Grail.

Artificial Intelligence 278

Artificial Intelligence Analytics Storage Architecture 278

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 253

Latency Cache Infrastructure Strategy 253

The Netflix TechBlog

MARCH 7, 2024

Since its inception , Metaflow has been designed to provide a human-friendly API for building data and ML (and today AI) applications and deploying them in our production infrastructure frictionlessly. While human-friendly APIs are delightful, it is really the integrations to our production systems that give Metaflow its superpowers.

Systems 238

Systems Media Cache Open Source 238

High Scalability

DECEMBER 16, 2022

This model of computing has become increasingly popular in recent years, as it offers a number of benefits, including cost savings, flexibility, scalability, and increased efficiency. Another key benefit of cloud computing is its reliability and availability. Finally, cloud computing enables greater collaboration and innovation.

Cloud 201

Cloud Serverless Internet Internet 201

Dynatrace

MARCH 6, 2024

It is based on the IBM AS/400 system and is known for its reliability, scalability, and security features. IBM i is designed to integrate seamlessly with legacy and modern applications, allowing businesses to run critical workloads and applications.

Monitoring 246

Monitoring Infrastructure Metrics Operating System 246

Dynatrace

OCTOBER 7, 2020

Once you send metrics via the OneAgent REST API, the relevant hosts are automatically enriched with all available monitoring dimensions. To this end, Dynatrace is now available as an output plugin on the backend. Scalable and easy Prometheus support for Kubernetes. As this approach is HTTP-based, you can use it anywhere.

Open Source 261

Open Source Metrics Analytics Tuning 261

The Netflix TechBlog

DECEMBER 3, 2019

By design, Metaflow is a deceptively simple Python library: Data scientists can structure their workflow as a Directed Acyclic Graph of steps, as depicted above. The devil is in the many carefully designed details of Metaflow: for instance, note how in the above example data and models are stored as normal Python instance variables.

Open Source 239

Open Source AWS Infrastructure Energy 239

High Scalability

FEBRUARY 19, 2021

In this article, we discuss the concepts of dependability and fault tolerance in detail and explain how the Ably platform is designed with fault tolerant approaches to uphold its dependability guarantees. Availability and Reliability are forms of dependability. Availability, reliability, and state.

Engineering 165

Engineering Systems Availability Scalability 165

The Netflix TechBlog

MARCH 14, 2023

We must quickly surface the most stand-out highlights from the titles available on our service in the form of images and videos in the member experience. Dawn Chenette , Design Lead This approach had several benefits for product engineering. At the same time, we kept the design open enough to allow future extensibility.

Media 301

Media Innovation Energy Architecture 301

The Netflix TechBlog

APRIL 26, 2022

We will share how its design has evolved over the years and the lessons learned while building it. To understand Axion’s design, we need to know the various components that interact with it. These facts are managed and made available by services like viewing history or video metadata services outside of Axion.

Storage 197

Storage Design Scalability Latency 197