The Netflix TechBlog

JUNE 13, 2023

This is where large-scale system migrations come into play. Our previous blog post presented replay traffic testing — a crucial instrument in our toolkit that allows us to implement these transformations with precision and reliability. Canaries and sticky canaries are valuable tools in the system migration process.

Traffic 287

Traffic Metrics Systems Strategy 287

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

DZone

OCTOBER 21, 2023

It does, however, present risks and uncertainties, making it a daunting task. The user experience and system disruption caused by new releases are things that organizations work to prevent. Any development process must include the deployment of new software versions or features. Canary releases become important at this point.

Software 173

Software Software Strategy Best Practices 173

Dynatrace

AUGUST 8, 2024

As recent events have demonstrated, major software outages are an ever-present threat in our increasingly digital world. Ransomware encrypts essential data, locking users out of systems and halting operations until a ransom is paid. Outages can disrupt services, cause financial losses, and damage brand reputations.

Software 260

Software Software Infrastructure Network 260

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++ 323

C++ Metrics Tuning Strategy 323

The Netflix TechBlog

NOVEMBER 12, 2024

Today, we’re excited to present the Distributed Counter Abstraction. In this context, they refer to a count very close to accurate, presented with minimal delays. Failures in a distributed system are a given, and having the ability to safely retry requests enhances the reliability of the service.

Latency 253

Latency Cache Infrastructure Strategy 253

The Netflix TechBlog

JULY 22, 2024

Maestro preserves key properties across workflow versions, such as author and owner information, run strategy, and concurrency settings. Workflow Run Strategy Users want to automate data pipelines while retaining control over the execution order. Here is the list of predefined run strategies Maestro offers.

Strategy 260

Strategy Scalability Code Engineering 260

Scalegrid

JANUARY 9, 2024

Key Takeaways Enterprise cloud security is vital due to increased cloud adoption and the significant financial and reputational risks associated with security breaches; a multilayered security strategy that includes encryption, access management, and compliance is essential.

Strategy 130

Strategy Cloud Best Practices Government 130

The Netflix TechBlog

DECEMBER 17, 2024

To achieve this, we are committed to building robust systems that deliver comprehensive observability, enabling us to take full accountability for every title on ourservice. Each title represents countless hours of effort and creativity, and our systems need to honor that uniqueness. Yet, these pages couldnt be more different.

Traffic 174

Traffic Scalability Strategy Monitoring 174

Dynatrace

MAY 24, 2024

We’re proud to announce that Ally Financial has presented Dynatrace with its Ally Technology Velocity with Quality award. This is the second time Ally Financial has presented its Ally Technology Partner Awards. Earlier this year, Dynatrace presented Ally Financial with its own award as our first Digital Breakout Performer.

Technology 229

Technology Technology Analytics Innovation 229

Dynatrace

JULY 11, 2024

In today’s digital-first world, data resides across dozens of different IT systems, from critical business applications to the modern cloud platforms that underpin them. Often, these metrics are unable to even identify trends from past to present, never mind helping teams to predict future trends. Operational optimization.

Monitoring 246

Monitoring Retail Energy Cloud 246

Scalegrid

DECEMBER 21, 2023

With these essential support systems in place, you can effectively monitor your databases with up-to-date data about their health and functioning status at all times. This ensures each Redis® instance optimally uses the in-memory data store and aligns with the operating system’s efficiency.

Strategy 130

Strategy Monitoring Latency DevOps 130

Dynatrace

APRIL 28, 2021

Organizations that have transitioned to agile software development strategies (including the adoption of a DevOps culture and continuous delivery automation) enforce automated solutions for such decision making—or at the very least, use automation in the gathering of a release-quality metrics. Release information from issue tracking systems.

Software 243

Software Software Strategy Metrics 243

Dynatrace

NOVEMBER 18, 2024

Read on to learn more about how Dynatrace and Microsoft leverage AI to transform modern cloud strategies. Race to the cloud As cloud technologies continue to dominate the business landscape, organizations need to adopt a cloud-first strategy to keep pace.

Cloud 210

Cloud Azure Artificial Intelligence Innovation 210

Dynatrace

FEBRUARY 8, 2024

Proactive workforce members are acclimating to these fluid conditions through a variety of strategies, such as career “zigzagging” (a less linear career path that involves diverse roles), career upskilling, and mentoring. She has held positions at Citrix Systems, GitHub, and most recently, VMware.

Artificial Intelligence 276

Artificial Intelligence Technology Technology Strategy 276

Dynatrace

SEPTEMBER 3, 2024

Each of these factors can present unique challenges individually or in combination. Implementing a robust monitoring and observability strategy has become the foundation of an organization’s ability to improve business resiliency and stay in control of their critical IT environments.

Infrastructure 259

Infrastructure Innovation Monitoring Software Performance 259

Smashing Magazine

AUGUST 20, 2021

Jamstack CMS: The Past, The Present and The Future. Jamstack CMS: The Past, The Present and The Future. During the 90s, we saw two content management systems for static sites — Microsoft FrontPage in 1996 and Macromedia Dreamweaver in 1997. Mike Neumegen. 2021-08-20T08:00:00+00:00. 2021-08-20T09:19:47+00:00.

Ecommerce 140

Ecommerce Website Government Internet 140

Dynatrace

FEBRUARY 26, 2024

Because of this, it is more critical than ever for organizations to leverage a modern observability strategy. During the Dynatrace annual user conference, Perform , the Partner Summit session returned, welcoming Global System Integrators (GSIs), Hyperscalers, and Cloud Solutions Partners to participate. Building apps and innovations.

Artificial Intelligence 206

Artificial Intelligence IoT Programming Innovation 206

The Agile Manager

OCTOBER 31, 2022

A few months ago I was asked to review a product strategy a team had put together. I had to give them the unfortunate feedback that what they had created was a document with a lot of words, but those words did not articulate a strategy. There is a formula for articulating strategy. The actions must be, well, actionable.

Strategy 89

Strategy Retail Operating System Programming 89

Dynatrace

DECEMBER 12, 2024

Key insights for executives: Stay ahead with continuous compliance: New regulations like NIS2 and DORA demand a fresh, continuous compliance strategy. The Federal Reserve Regulation HH in the United States focuses on operational resilience requirements for systemically important financial market utilities.

Analytics 214

Analytics Government Efficiency Innovation 214

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

Dynatrace

JULY 25, 2024

Traditional deployment techniques that roll out updates or patches directly into full production can present significant risks and lead to potential downtime. By implementing these strategies, organizations can minimize the impact of potential failures and ensure a smoother transition for users.

Strategy 217

Strategy Azure Monitoring DevOps 217

Dynatrace

NOVEMBER 2, 2023

If your organisation is involved in achieving APRA compliance, you are likely facing the daunting effort of de-risking critical system delivery. Moreover, for banking organisations, there is a good chance some of those systems are outdated. Observability aims to interpret them all in real time.

Cloud 234

Cloud Infrastructure Strategy Open Source 234

Dynatrace

JULY 6, 2022

And what are the best strategies to reduce manual labor so your team can focus on more mission-critical issues? Automating IT practices without integrated AIOps presents several challenges. While automating IT practices can save administrators a lot of time, without AIOps, the system is only as intelligent as the humans who program it.

Artificial Intelligence 202

Artificial Intelligence Tuning Strategy Big Data 202

O'Reilly Software

OCTOBER 25, 2018

As lists are the raw material of strategy and technology architecture, MECE list-making is one of the most useful tools you can have in your tool box. MECE, pronounced "mee-see," is a tool created by the leading business strategy firm McKinsey. Lists are the raw material of strategy and technology architecture.

Strategy 96

Strategy Database Technology Technology 96

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 216

Government Infrastructure Programming Cloud 216

Dynatrace

OCTOBER 10, 2023

This intricate allocation strategy can be categorized into two main domains. In this blog post, we’ll delve deeper into these categories to gain a comprehensive understanding of their significance and the challenges they present. These tasks collectively ensure uninterrupted production service.

Engineering 239

Engineering DevOps Innovation Strategy 239

Dynatrace

MAY 2, 2024

At this year’s RSA conference, taking place in San Francisco from May 6-9, presenters will explore ideas such as redefining security in the age of AI. As organizations train generative AI systems with critical data, they must be aware of the security and compliance risks. ’ and ‘How compliant are we?

Artificial Intelligence 242

Artificial Intelligence Cloud Best Practices DevOps 242

The Netflix TechBlog

NOVEMBER 3, 2022

In the time since it was first presented as an advanced Mesos framework, Titus has transparently evolved from being built on top of Mesos to Kubernetes, handling an ever-increasing volume of containers. As the number of Titus users increased over the years, the load and pressure on the system increased substantially.

Cache 235

Cache Latency Traffic Systems 235

The Netflix TechBlog

JUNE 4, 2019

We were able to meaningfully improve both the predictability and performance of these containers by taking some of the CPU isolation responsibility away from the operating system and moving towards a data driven solution involving combinatorial optimization and machine learning. We want to extend the system to support CPU oversubscription.

Cache 260

Cache Latency Airlines Logistics 260

Dynatrace

MAY 30, 2023

Rising Star Award Over the last year, Kyndryl has demonstrated the desire to invest and commit to bringing the best in observability to their customers with Dynatrace, and that’s why we’re pleased to present them with this award.

Innovation 225

Innovation Cloud AWS DevOps 225

Dynatrace

NOVEMBER 11, 2021

Indeed, organizations view IT modernization and cloud computing as intertwined with their business strategy and COVID-19 recovery plans. First, cloud environments present substantial observability issues given their increasing complexity and dynamism. AWS re:Invent 2021: Modernizing for cloud-native environments.

AWS 225

AWS Cloud Lambda Azure 225

Dynatrace

DECEMBER 24, 2020

DevOps can view the health of all systems with greater clarity and gain a window into the user experience. Traditional monitoring and siloed observability tools put the burden on these teams to manually troubleshoot performance issues, whereas an AI-driven approach simply presents them with the answers they need.

DevOps 256

DevOps Cloud Infrastructure Monitoring 256

Dynatrace

AUGUST 3, 2022

Malicious attackers have gotten increasingly better at identifying vulnerabilities and launching zero-day attacks to exploit these weak points in IT systems. To ensure the safety of their customers, employees, and business data, organizations must have a strategy to protect against zero-day vulnerabilities.

Java 198

Java Traffic Benchmarking Strategy 198

Edge Perspectives

AUGUST 5, 2019

But to really scale learning, we’re going to need to adopt a very different approach to strategy – the “zoom out, zoom in” approach. It will require leaders to overcome the resistance of the immune system and antibodies that exist in all large institutions. That’s why I’ve become a big proponent of an alternative approach to strategy.

Strategy 17

Strategy Scalability Efficiency Programming 17

Dynatrace

DECEMBER 6, 2022

Automation presents a solution. Observability is the ability to measure a system’s current state based on the data it generates, such as logs, metrics, and traces. Comprehensive observability eliminates siloed views of the system and establishes a common means to observe, measure, and act on insights. Want to learn more?

DevOps 230

DevOps Metrics Engineering Speed 230

Dynatrace

JANUARY 31, 2024

While off-the-shelf models assist many organizations in initiating their journeys with generative AI (GenAI), scaling AI for enterprise use presents formidable challenges. GenAI is prone to erratic behavior due to unforeseen data scenarios or underlying system issues.

Cache 215

Cache Azure Infrastructure Monitoring 215