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.

Design 204

Design Storage Programming Analytics 204

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

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. This integration simplifies the process of embedding Dynatrace full-stack observability directly into custom Amazon Machine Images (AMIs).

AWS 256

AWS Cloud Performance Innovation 256

Dynatrace

JULY 11, 2023

By leveraging the Dynatrace Operator and Dynatrace capabilities on Red Hat OpenShift on IBM Power, customers can accelerate their modernization to hybrid cloud and increase operational efficiencies with greater visibility across the full stack from hardware through application processes.

Architecture 178

Architecture Availability Infrastructure Monitoring 178

The Netflix TechBlog

MARCH 10, 2023

Hence we built the data pipeline that can be used to extract the existing assets metadata and process it specifically to each new use case. This feature support required a significant update in the data table design (which includes new tables and updating existing table columns). N, first N rows are fetched from the table.

Media 245

Media Traffic Processing Design 245

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

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. Using a low-code visual workflow approach, organizations can orchestrate key services, automate critical processes, and create new serverless applications.

Serverless 293

Serverless AWS Lambda Storage 293

The Netflix TechBlog

FEBRUARY 18, 2022

Event Prioritization Considering the use cases were wide ranging both in terms of their sources and their importance, we built segmentation into the event processing. We thus assigned a priority to each use case and sharded event traffic by routing to priority-specific queues and the corresponding event processing clusters.

Systems 334

Systems Traffic Architecture Mobile 334

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

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. We implemented a batch processing system for users to submit their requests and wait for the system to generate the output. Processing took several hours to complete.

Media 301

Media Innovation Energy Architecture 301

DZone

OCTOBER 25, 2021

The goal of Levels of Testing is to make software testing more structured and efficient, as well as to make it easier to identify all available test cases and test scenarios at a given level. There are various steps in the SDLC paradigm, such as requirement gathering, analysis, coding, design, execution, testing, and deployment.

Software 246

Software Software Testing Efficiency 246

Dynatrace

OCTOBER 10, 2023

In this hybrid world, IT and business processes often span across a blend of on-premises and SaaS systems, making standardization and automation necessary for efficiency. Enterprises seek solutions that enable these processes to interact across their entire system landscape without compromising security.

Systems 233

Systems Efficiency Internet Internet 233

Dynatrace

JULY 9, 2024

It should be open by design to accelerate innovation, enable powerful integration with other tools, and purposefully unify data and analytics. All innovations based on Grail are only available in Dynatrace SaaS environments. Grail-based innovations are, however, only available in Dynatrace SaaS environments.

Analytics 242

Analytics Innovation Availability Design 242

Dynatrace

AUGUST 27, 2020

Dynatrace’s ability to ingest metrics from all 95 AWS services will be available within the next 60 days. Those in the left column are readily available now, with those in the right available soon. Available Now. Achieve full observability of all AWS services. Coming Soon. AWS AppSync. AWS CloudHSM. Amazon AppStream 2.0.

AWS 275

AWS Cloud IoT Database 275

Dynatrace

OCTOBER 4, 2022

A data lakehouse addresses these limitations and introduces an entirely new architectural design. As a result, we created Grail with three different building blocks, each serving a special duty: Ingest and process. Ingest and process with Grail. It’s based on cloud-native architecture and built for the cloud. Retain data.

Artificial Intelligence 278

Artificial Intelligence Analytics Storage Architecture 278

Dynatrace

OCTOBER 17, 2024

These enhancements are designed to empower IT operations and SRE teams with more comprehensive visibility and increased efficiency at any time. Infrastructure & Operations with additionally selected filters and active selector dropdown, providing available options sourced from the hosts’ resources.

Infrastructure 217

Infrastructure Network DevOps Metrics 217

Dynatrace

DECEMBER 4, 2024

The Dynatrace CloudFormation templates are now available in the AWS CloudFormation Public Extensions Registry , which makes Well-Architected validation even more accessible for AWS users. It accelerates the process of validating and optimizing cloud infrastructure.

AWS 222

AWS Best Practices Lambda Infrastructure 222

Dynatrace

OCTOBER 16, 2023

Synthetic testing is an IT process that uses software to discover and diagnose performance issues with user journeys by simulating real-user activity. Types of synthetic testing There are three broad types of synthetic testing: availability, web performance, and transaction. First is a test of the home screen.

Testing 221

Testing Best Practices Testing Tools Monitoring 221

The Netflix TechBlog

DECEMBER 3, 2019

We heard many stories about difficulties related to data access and basic data processing. Over the past two years, Metaflow has been used internally at Netflix to build and manage hundreds of data-science projects from natural language processing to operations research. It leverages elasticity of the cloud by design?—?both

Open Source 239

Open Source AWS Infrastructure Energy 239

High Scalability

AUGUST 27, 2018

We designed Auth0 from the beginning so that it could run anywhere: on our cloud, on your cloud, or even on your own private infrastructure. com and the strategies we use to keep it up and running with high availability. com and the strategies we use to keep it up and running with high availability.

Architecture 244

Architecture Cloud Traffic Infrastructure 244

DZone

APRIL 21, 2023

Test tools are software or hardware designed to test a system or application. Various test tools are available for different types of testing, including unit testing, integration testing, and more. In addition to automating testing tasks, test tools can produce test data, monitor system performance, and report on test results.

Testing Tools 196

Testing Tools Best Practices Testing Hardware 196

Dynatrace

MARCH 18, 2024

Flexible pricing models that offer discounts based on commitment or availability can greatly reduce cloud waste. This includes spot instances such as unused cloud capacity that’s available at a discounted price. Suboptimal architecture design. Poorly designed cloud solutions can become costly over time.

Best Practices 245

Best Practices Strategy Cloud AWS 245

The Netflix TechBlog

DECEMBER 11, 2020

Our goal was to design a GraphQL schema that was reflective of the domain itself, not the database model. Embracing a collaborative schema design approach was essential to achieving this goal. Embracing a collaborative schema design approach was essential to achieving this goal.

Architecture 257

Architecture Best Practices Engineering Open Source 257

Dynatrace

AUGUST 2, 2021

To achieve relevant insights, raw metrics typically need to be processed through filtering, aggregation, or arithmetic operations. Often referred to as calculated metrics (see Adobe Analytics and Google Analytics ), such metric processing takes one or more existing metrics as input to create a new user-defined metric.

Metrics 246

Metrics Analytics Google Code 246

Dynatrace

MAY 23, 2024

Stream processing One approach to such a challenging scenario is stream processing, a computing paradigm and software architectural style for data-intensive software systems that emerged to cope with requirements for near real-time processing of massive amounts of data.

Engineering 192

Engineering Tuning Latency Open Source 192

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

The Netflix TechBlog

DECEMBER 3, 2022

Obviously not all tools are made with the same use case in mind, so we are planning to add more code samples for other (than classical batch ETL) data processing purposes, e.g. Machine Learning model building and scoring. It’s designed to run for a single date, and meant to be called from the daily or backfill workflows.

Best Practices 362

Best Practices Code Testing Data Engineering 362

Dynatrace

NOVEMBER 15, 2022

That’s because their existing business intelligence (BI) tools often lack the broad context, ease of data access, and real-time insights that are needed to understand and improve customer experience and complex business processes. The business observability gap.

Analytics 242

Analytics Mobile Metrics Games 242

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

Dynatrace

NOVEMBER 25, 2024

We are excited to announce new integrations with AWS services, designed to enhance AI-driven automation and analytics capabilities for our joint customers. Our partnership with AWS continues to build, enabling seamless data flows and real-time processing that help organizations harness the full potential of their cloud environments.

AWS 208

AWS Cloud Innovation Infrastructure 208

The Netflix TechBlog

NOVEMBER 15, 2022

Rachel Kelley (AWS), Ranjit Raju (AWS) Rendering is core to the the VFX process VFX studios around the world create amazing imagery for Netflix productions. via direct plug-ins, and is available on multi-cloud platform services. By: Peter Cioni (Netflix), Alex Schworer (Netflix), Mac Moore (Conductor Tech.),

Cloud 293

Cloud Entertainment AWS Infrastructure 293

Dynatrace

MAY 2, 2024

Across the globe, privacy laws grant individuals data subject rights, such as the right to access and delete personal data processed about them. 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

DECEMBER 8, 2022

Therefore, many lack training and familiarity with newer tools designed for cloud-based technologies. StateRAMP introduces consistency to consolidate and streamline this process. Historically, cloud service providers (CSPs) needed to engage in a lengthy and tedious authorization process for each agency with which they wanted to work.

Education 214

Education Government Innovation Cloud 214

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. Dynatrace OpenPipeline is a new stream processing technology that ingests and contextualizes data from any source.

Analytics 174

Analytics Airlines Metrics Monitoring 174

Dynatrace

FEBRUARY 24, 2021

DevOps is focused on optimizing software development and delivery, and SRE is focused on operations processes. DevOps is not a specific process, but rather a general collection of flexible software creation and delivery practices that looks to close the gap between software development and IT operations. DevOps as a philosophy.

DevOps 196

DevOps Software Engineering Speed Google 196

Dynatrace

AUGUST 24, 2020

But there are other related components and processes (for example, cloud provider infrastructure) that can cause problems in applications running on Kubernetes. And because Dynatrace can consume CloudWatch metrics, almost all your AWS usage information is available to you within Dynatrace.

Analytics 253

Analytics Infrastructure AWS Operating System 253

Dynatrace

NOVEMBER 18, 2020

In short, combining development and operations makes it possible for process to keep pace with progress. Consulting firm Deloitte notes that technology teams are now expected to deliver projects four times faster with the same budget, and most of that budget goes toward running the business — not process or software innovation.

DevOps 214

DevOps Infrastructure Open Source Software 214