The Netflix TechBlog

JUNE 1, 2023

In this blog post, we’ll discuss the methods we used to ensure a successful launch, including: How we tested the system Netflix technologies involved Best practices we developed Realistic Test Traffic Netflix traffic ebbs and flows throughout the day in a sinusoidal pattern. Basic with ads was launched worldwide on November 3rd.

Traffic 342

Traffic Best Practices Systems Testing 342

O'Reilly Software

OCTOBER 23, 2018

A look at the roles of architect and strategist, and how they help develop successful technology strategies for business. I'm offering an overview of my perspective on the field, which I hope is a unique and interesting take on it, in order to provide context for the work at hand: devising a winning technology strategy for your business.

Strategy 100

Strategy Architecture Technology Technology 100

Scalegrid

JANUARY 11, 2024

This article strips away the complexities, walking you through best practices, top tools, and strategies you’ll need for a well-defended cloud infrastructure. There is a wide selection of advanced solutions available for cloud monitoring, including various choices for ensuring top-notch security in your organization’s systems.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Dynatrace

AUGUST 25, 2023

Program staff depend on the reliable functioning of critical program systems and infrastructure to provide the best service delivery to the communities and citizens HHS serves, from newborn infants to persons requiring health services to our oldest citizens. Both can result in lost productivity for IT teams and staff in the field.

Government 203

Government Infrastructure Programming Cloud 203

Dynatrace

JANUARY 31, 2024

GenAI is prone to erratic behavior due to unforeseen data scenarios or underlying system issues. Dynatrace provides end-to-end observability of AI applications As AI systems grow in complexity, a holistic approach to the observability of AI-powered applications becomes even more crucial.

Cache 204

Cache Azure Infrastructure Monitoring 204

Dynatrace

JUNE 22, 2023

In addition to wanting access to traditional walk-in services in physical locations, constituents expect services to be offered and available 24/7 online, and they want flawless and secure digital experiences. Protect constituents’ data and have a resiliency strategy in place. Secure data and build resiliency.

Government 201

Government Strategy Cloud Technology 201

Dynatrace

SEPTEMBER 13, 2023

This is a set of best practices and guidelines that help you design and operate reliable, secure, efficient, cost-effective, and sustainable systems in the cloud. Storing frequently accessed data in faster storage, usually in-memory caching, improves data retrieval speed and overall system performance. Beyond

AWS 246

AWS Efficiency Azure Cloud 246

Dynatrace

DECEMBER 15, 2022

This transition to public, private, and hybrid cloud is driving organizations to automate and virtualize IT operations to lower costs and optimize cloud processes and systems. Besides the traditional system hardware, storage, routers, and software, ITOps also includes virtual components of the network and cloud infrastructure.

Artificial Intelligence 202

Artificial Intelligence DevOps Hardware Virtualization 202

Dynatrace

MARCH 14, 2022

As patient care continues to evolve, IT teams have accelerated this shift from legacy, on-premises systems to cloud technology to more build, test, and deploy software, and fuel healthcare innovation. That includes failures in parts of a system that occur at similar times and have a common root cause.

Healthcare 227

Healthcare Artificial Intelligence Innovation Strategy 227

Dynatrace

JANUARY 13, 2022

As our team discussed attack detection and mitigation strategies for Log4Shell, we received the first real-time updates in our vulnerability feed from Dynatrace Application Security. The Dynatrace Log4j remediation strategy: Why Dynatrace Application Security is crucial. Coordination and communication. Coordination and communication.

Social Media 225

Social Media Strategy Media Java 225

Dynatrace

JUNE 26, 2023

Software analytics offers the ability to gain and share insights from data emitted by software systems and related operational processes to develop higher-quality software faster while operating it efficiently and securely. It provides valuable insight into complex public, private, and hybrid cloud IT structures, systems, and frameworks.

Software 187

Software Software Analytics Big Data 187

Dynatrace

AUGUST 2, 2021

Digital modernization is a necessary piece of the successful strategy of VA, and according to Dave Catanoso, Director of Enterprise Cloud Solutions Office (ECSO) at VA, the cloud is one of the catalysts to help accomplish that objective. It comes down to getting the best value out of your systems as well as your people,” Hicks says.

Government 245

Government Strategy Cloud Efficiency 245

Dynatrace

APRIL 10, 2023

And according to recent data from Enterprise Strategy Group, 59% of survey respondents indicated spending on public cloud applications would increase in 2023. We also couldn’t compromise on performance and availability.” That includes baking a multicloud observability strategy into the plan from the beginning.

Cloud 171

Cloud Ecommerce Performance Retail 171

Scalegrid

MARCH 14, 2024

Mastering Hybrid Cloud Strategy Are you looking to leverage the best private and public cloud worlds to propel your business forward? A hybrid cloud strategy could be your answer. Understanding Hybrid Cloud Strategy A hybrid cloud merges the capabilities of public and private clouds into a singular, coherent system.

Strategy 130

Strategy Cloud Artificial Intelligence Infrastructure 130

Scalegrid

FEBRUARY 8, 2024

A distributed storage system is foundational in today’s data-driven landscape, ensuring data spread over multiple servers is reliable, accessible, and manageable. This guide delves into how these systems work, the challenges they solve, and their essential role in businesses and technology.

Storage 130

Storage Systems Big Data Azure 130

Scalegrid

JANUARY 8, 2024

Artificial intelligence can automate tasks ranging from: data analysis resource provisioning system maintenance decision-making natural language processing This not only improves accuracy and reliability but also frees up valuable time for IT teams to focus on strategic tasks, such as resource management on platforms like Google Cloud.

Artificial Intelligence 147

Artificial Intelligence Cloud Scalability Analytics 147

Testsigma

JANUARY 13, 2021

This article will take an in-depth look at the various tools and strategies that help with mobile application testing. Trying to support every version available will only lead to diminishing returns that hurt your company’s profit margins. Formulating the right Automated Mobile App Testing Strategy.

Mobile 54

Mobile Strategy Testing Efficiency 54

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. A cloud migration strategy, however, provides technical optimization that’s also firmly rooted in the business value chain. Read eBook now!

Cloud 165

Cloud Traffic Best Practices Strategy 165

Scalegrid

JANUARY 5, 2024

If you’re considering a database management system, understanding these benefits is crucial. This article cuts through the complexity to showcase the tangible benefits of DBMS, equipping you with the knowledge to make informed decisions about your data management strategies.

Efficiency 147

Efficiency Storage Database Scalability 147

Dynatrace

SEPTEMBER 12, 2022

With a strategy and execution score of 4.73 The highest score in strategy was attributed to Dynatrace’s focus on self-healing and proactive automation. By processing observability data, AI helps improve the quality and availability of services and applications. The result ensures systems are resilient with high uptime.

Strategy 130

Strategy DevOps Analytics Cloud 130

Scalegrid

DECEMBER 21, 2023

To achieve optimal tracking results it is important to choose wisely among available tools like Prometheus or Grafana, which offer deeper insights into understanding your Redis® instances for better performance optimization. Providing them with clear insights into their system’s performance overall.

Strategy 130

Strategy Monitoring Latency DevOps 130

The Netflix TechBlog

NOVEMBER 14, 2023

Late-arriving data is essentially delayed data due to system retries, network delays, batch processing schedules, system outages, delayed upstream workflows, or reconciliation in source systems. To meet such expectations, we generally run our pipelines with a lag of a few hours to leave room for late-arriving data.

Data Engineering 264

Data Engineering Engineering Processing Games 264

Dynatrace

AUGUST 8, 2022

With the Dynatrace mobile app, you can check your system notifications and alerts from anywhere. the newly released mobile app available on Android and iOS , uses Davis AIOps to push alert notifications directly to your phone and significantly reduce the incident response times. is available right now – for both Android and iOS.

Mobile 236

Mobile Infrastructure DevOps Monitoring 236

Dynatrace

APRIL 7, 2022

Every company has its own strategy as to which technologies to use. Micrometer uses a registry to export metrics to monitoring systems. The Dynatrace registry v2 is available starting with version 1.8.0 Auto-configuration is available for all OneAgent-monitored hosts. Dynatrace news. Here’s how it works. of Micrometer.

Metrics 207

Metrics Latency Java Cache 207

The Netflix TechBlog

NOVEMBER 13, 2023

In this blog post, we will introduce speech and music detection as an enabling technology for a variety of audio applications in Film & TV, as well as introduce our speech and music activity detection (SMAD) system which we recently published as a journal article in EURASIP Journal on Audio, Speech, and Music Processing.

Architecture 224

Architecture Energy Benchmarking Processing 224

Dynatrace

AUGUST 16, 2021

Since becoming General Availability in the fall of 2019 , GitHub Actions has helped teams automate continuous integration and continuous delivery (CI/CD) workflows for code builds, tests, and deployments. Component issue statistics from configurable issue tracking queries integrated with tracking systems like GitHub. Try it yourself.

Software 246

Software Software Open Source Azure 246

Scalegrid

JANUARY 8, 2024

Confused about multi-cloud vs hybrid cloud and which is the right strategy for your organization? Real-world examples like Spotify’s multi-cloud strategy for cost reduction and performance, and Netflix’s hybrid cloud setup for efficient content streaming and creation, illustrate the practical applications of each model.

Strategy 147

Strategy Cloud Scalability Artificial Intelligence 147

The Netflix TechBlog

NOVEMBER 11, 2022

We present a systematic overview of the unexpected streaming behaviors together with a set of model-based and data-driven anomaly detection strategies to identify them. Streaming Platforms Commercial streaming platforms shown in Figure 1 mainly rely on Digital Rights Management (DRM) systems.

C++ 312

C++ Metrics Tuning Strategy 312

Percona

FEBRUARY 24, 2023

As you’re planning your operating system and application strategies, we want to ensure that Percona software is available where you need it. Percona Server for MongoDB is a source-available, enterprise-grade drop-in replacement for MongoDB Community Edition. Have questions, comments, observations, or need help?

Servers 90

Servers Operating System Strategy Software 90

Dynatrace

AUGUST 26, 2020

We’re continuously investing in performance optimizations, high availability, and resilience for Dynatrace Managed deployments. Optimal metric storage management strategy. Additionally, reclamation of such wasted disk space often doesn’t occur for weeks if at all, which risks depletion of available disk space.

Performance 150

Performance Hardware Java Storage 150

Dynatrace

MAY 3, 2022

Cloud observability is fast becoming an imperative as more organizations adopt multicloud IT strategies. While shifting to a multicloud model offers many advantages, the change also introduces more data and systems to track and a complex matrix of systems to manage. Dynatrace news. Machine learning-driven AIOps.

Cloud 178

Cloud DevOps Architecture Technology 178

Dynatrace

JUNE 2, 2022

Site reliability engineering (SRE) continues to gain popularity as organizations embrace hybrid cloud strategies and IT automation at scale. SREs improve the reliability of production systems, and reducing mean-time-to-repair (MTTR) is their top priority. Dynatrace news. MTTR reduction remains top of the list for SREs.

DevOps 147

DevOps Innovation Engineering Benchmarking 147

Dynatrace

JUNE 2, 2021

Since then, we have introduced a new backup strategy for extended data coverage and increased reliability. Check all available cluster remote access scopes. Dynatrace Managed now leverages Linux capabilities (if your operating system supports it) for scripts executed with root permissions. Cluster Management Console.

Operating System 133

Operating System Storage Strategy Monitoring 133

Dynatrace

JULY 1, 2020

These are all interesting metrics from marketing point of view, and also highly interesting to you as they allow you to engage with the teams that are driving the traffic against your IT-system. The reason why I would use the metrics in this case and not the USQL query is that I have a long term trend available and can set specific alerts.

Traffic 264

Traffic Analytics Metrics Servers 264

Dynatrace

NOVEMBER 2, 2020

As IT infrastructure has become increasingly distributed and complex, organizations face the challenge of aligning business objectives and end-user experience with the availability and performance of the IT infrastructure. AI-assistance: Use AI to detect anomalies and benchmark your system. What is infrastructure monitoring? .

Infrastructure 200

Infrastructure Monitoring Virtualization Serverless 200

Dynatrace

APRIL 22, 2020

All of this puts a lot of pressure on IT systems and applications. There are proven strategies for handling this. A massive rush of users over a very short time period makes systems begin to slow, and then potentially return errors. We refer to this as a BizDevOps strategy. Step 2: Understand What to Get Ready for.

Traffic 206

Traffic Ecommerce Retail Government 206

Dynatrace

OCTOBER 14, 2022

These systems are generating more data than ever, and teams simply can’t keep up with a manual approach. Artificial intelligence (AI) refers to a system’s ability to mimic human cognitive function. Machine learning applications may be developed standalone, but they’re often part of larger AI systems.

Artificial Intelligence 175

Artificial Intelligence DevOps Analytics Cloud 175