Dynatrace

MARCH 5, 2025

The log ingestion wizard offers support for all log ingestion methods available in Dynatrace Hub Get started with Logs: The OneAgent advantage For most scenarios, Dynatrace OneAgent is your best friend for getting started with Dynatrace log ingestion. Different log ingestion methods are available to address various needs.

Open Source 211

Open Source IoT Cloud Azure 211

Scalegrid

SEPTEMBER 5, 2024

Managing High Availability (HA) in your PostgreSQL hosting is very important to ensuring your database deployment clusters maintain exceptional uptime and strong operational performance so your data is always available to your application. Effective management of failover and switchover operations is crucial for high availability.

Availability 257

Availability Servers Database Open Source 257

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

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 217

Design AWS Education Innovation 217

Scalegrid

FEBRUARY 24, 2025

Key Takeaways RabbitMQ improves scalability and fault tolerance in distributed systems by decoupling applications, enabling reliable message exchanges. Implementing clustering and quorum queues in RabbitMQ significantly improves load distribution and data redundancy, ensuring high availability and fault tolerance for messaging services.

Best Practices 147

Best Practices Traffic Strategy Scalability 147

DZone

FEBRUARY 28, 2025

Grafana Loki is a horizontally scalable, highly available log aggregation system. It is designed for simplicity and cost-efficiency. 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 28, 2025

These insights have shaped the design of our foundation model, enabling a transition from maintaining numerous small, specialized models to building a scalable, efficient system. It enables large-scale semi-supervised learning using unlabeled data while also equipping the model with a surprisingly deep understanding of world knowledge.

Tuning 200

Tuning Efficiency Latency Strategy 200

The Netflix TechBlog

MARCH 4, 2025

This endpoint efficiently reads from all available Hollow Feeds to obtain the current status, thanks to Hollows in-memory capabilities. Many of the metadata and assets involved in title setup have specific timelines for when they become available to members.

Traffic 180

Traffic Strategy Entertainment Innovation 180

DZone

JANUARY 24, 2024

Because of the emergence of cloud services, a broad range of storage choices are now easily available to fulfill the different demands of both organizations and people. These storage alternatives have been designed to meet a range of requirements, including performance, scalability, durability, and price.

Storage 278

Storage Cloud Scalability Design 278

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 325

Serverless AWS Lambda Storage 325

Uber Engineering

AUGUST 18, 2020

The making of Edge Gateway, the highly-available and scalable self-serve gateway to configure, manage, and monitor APIs of every business domain at Uber. Evolution of Uber’s API gateway.

Design 144

Design Scalability Engineering Monitoring 144

Scalegrid

MAY 13, 2020

It’s architecture was specially designed to manage large-scale data warehouses and business intelligence workloads by giving you the ability to spread your data out across a multitude of servers. Greenplum uses an MPP database design that can help you develop a scalable, high performance deployment. At a glance – TLDR.

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

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

The Netflix TechBlog

DECEMBER 17, 2024

Analytics Engineers deliver these insights by establishing deep business and product partnerships; translating business challenges into solutions that unblock critical decisions; and designing, building, and maintaining end-to-end analytical systems. DJ has a strong pedigreethere are several prior semantic layers in the industry (e.g.

Analytics 212

Analytics Engineering Entertainment Metrics 212

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 306

AWS Lambda Serverless Virtualization 306

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 132

Availability Database Open Source Hardware 132

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 255

Systems Java Software Architecture Programming 255

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 189

Architecture Availability Infrastructure Metrics 189

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

Scalegrid

OCTOBER 18, 2024

Learning Resources: Are there tutorials, guides, and comprehensive documentation available for the tool? Cross-Platform Compatibility: Is the tool available on multiple operating systems (Windows, macOS, Linux)? Lacks some advanced coding and debugging tools available in other products. Pricing: Free: Only 14-day trial.

Open Source 147

Open Source Database Cloud Operating System 147

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

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 124

Architecture Availability Open Source Hardware 124

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 264

Engineering DevOps Software Engineering Scalability 264

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 306

Engineering DevOps Best Practices Infrastructure 306

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 145

Engineering Scalability Architecture Innovation 145

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 279

Development Serverless Best Practices Lambda 279

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 278

Tuning Scalability Efficiency Processing 278

Dynatrace

MARCH 11, 2025

Level up your analytics game: Enhanced team collaboration and advanced data insights With traces now stored in Dynatrace Grail, our scalable data lakehouse, you can unlock powerful new analytics capabilities, handle massive volumes of data, and run complex queries seamlessly.

Games 165

Games Analytics Innovation Metrics 165

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 246

Analytics Innovation Website Scalability 246

Dynatrace

FEBRUARY 24, 2021

SRE is the transformation of traditional operations practices by using software engineering and DevOps principles to improve the availability, performance, and scalability of releases by building resiliency into apps and infrastructure. Designating and managing Service Level Objectives (SLOs) as availability targets for a service.

DevOps 268

DevOps Software Engineering Speed Google 268

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 279

DevOps Innovation Speed Infrastructure 279

Dynatrace

FEBRUARY 15, 2023

Introducing Metrics on Grail Despite their many advantages, modern cloud-native architectures can result in scalability and fragmentation challenges. Grail solves this scalability issue! These principles all align with a single, overarching goal: making data and insights derived from analytics available to a wider audience.

Analytics 264

Analytics Social Media Metrics Design 264

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 225

Infrastructure Big Data Transportation Architecture 225

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

JANUARY 31, 2024

The exponential growth of data volume—including observability, security, software lifecycle, and business data—forces organizations to deal with cost increases while providing flexible, robust, and scalable ingest. Figure 2: Configuration and ingest throughput for each source, grouped by type Protect your sensitive data Privacy by design.

Analytics 272

Analytics Processing Transportation Storage 272

Dynatrace

SEPTEMBER 30, 2021

Cloud migration is the process of transferring some or all your data, software, and operations to a cloud-based computing environment that offers unlimited scale and high availability. Increased scalability. Improved performance and availability. The third big advantage of cloud migration is performance and availability.

Cloud 241

Cloud Traffic Best Practices Hardware 241

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 278

Best Practices Strategy Cloud AWS 278