The Netflix TechBlog

MARCH 4, 2025

Part 3: System Strategies and Architecture By: VarunKhaitan With special thanks to my stunning colleagues: Mallika Rao , Esmir Mesic , HugoMarques This blog post is a continuation of Part 2 , where we cleared the ambiguity around title launch observability at Netflix. The request schema for the observability endpoint.

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Traffic Strategy Entertainment Innovation 180

Dynatrace

MARCH 29, 2024

In today’s rapidly evolving landscape, incorporating AI innovation into business strategies is vital, enabling organizations to optimize operations, enhance decision-making processes, and stay competitive. The annual Google Cloud Next conference explores the latest innovations for cloud technology and Google Cloud.

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Dynatrace

SEPTEMBER 5, 2024

We’re excited to announce several log management innovations, including native support for Syslog messages, seamless integration with AWS Firehose, an agentless approach using Kubernetes Platform Monitoring solution with Fluent Bit, a new out-of-the-box ingest dashboard, and OpenPipeline ingest improvements.

Innovation 290

Innovation AWS Analytics Storage 290

Dynatrace

DECEMBER 30, 2021

This article includes key takeaways on AIOps strategy: Manual, error-prone approaches have made it nearly impossible for organizations to keep pace with the complexity of modern, multicloud environments. Organizations need automatic intelligence to identify the root cause of cloud systems’ performance and security issues.

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The Netflix TechBlog

MARCH 28, 2025

By Ko-Jen Hsiao , Yesu Feng and Sudarshan Lamkhede Motivation Netflixs personalized recommender system is a complex system, boasting a variety of specialized machine learned models each catering to distinct needs including Continue Watching and Todays Top Picks for You. Refer to our recent overview for more details).

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Dynatrace

DECEMBER 2, 2024

Clearly, continuing to depend on siloed systems, disjointed monitoring tools, and manual analytics is no longer sustainable. However, the drive to innovate faster and transition to cloud-native application architectures generates more than just complexity — it’s creating significant new risk.

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Dynatrace

JULY 25, 2024

I spoke with Martin Spier, PicPay’s VP of Engineering, about the challenges PicPay experienced and the Kubernetes platform engineering strategy his team adopted in response. “Our development teams relied heavily on logs to understand what was going on with our systems,” he said. billion. .

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Dynatrace

MARCH 18, 2024

In response, many organizations are adopting a FinOps strategy. Proactive cost alerting Proactive cost alerting is the practice of implementing automated systems or processes to monitor financial data, identify potential issues or anomalies, ensure compliance, and alert relevant stakeholders before problems escalate.

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Dynatrace

DECEMBER 6, 2022

Typically, organizations digitally transform because they need to innovate and become more agile. Additionally, the role of IT may transition from a cost center to a strategic business innovation partner. When organizations transform, they build the agility and creative capacity that enable innovation.

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Dynatrace

JANUARY 17, 2024

As organizations turn to artificial intelligence for operational efficiency and product innovation in multicloud environments, they have to balance the benefits with skyrocketing costs associated with AI. An AI observability strategy—which monitors IT system performance and costs—may help organizations achieve that balance.

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Dynatrace

DECEMBER 6, 2021

The Dynatrace platform is a key part of our strategy where teams across the whole organization are leveraging Dynatrace® for end-to-end visibility across our entire technology stack and automating across our software development lifecycle (SDLC). Accelerated digital transformation.

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Dynatrace

MAY 9, 2022

For IT teams seeking agility, cost savings, and a faster on-ramp to innovation, a cloud migration strategy is critical. Cloud migration enables IT teams to enlist public cloud infrastructure so an organization can innovate without getting bogged down in managing all aspects of IT infrastructure as it scales. Mobilize and plan.

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Strategy Cloud Infrastructure Metrics 246

Dynatrace

JANUARY 21, 2022

Key takeaways from this article on vulnerability management for cloud application security: Today’s cloud apps with their fast innovation cycles and frequent use of open-source libraries must address a gap for runtime vulnerability management in production environments. Dynatrace news. Contextual insight.

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Dynatrace

MARCH 1, 2023

As digital transformation accelerates, organizations turn to hybrid and multicloud architectures to innovate, grow, and reduce costs. Security vulnerabilities can easily creep into IT systems and create costly risks. But the complexity and scale of multicloud architecture invites new enterprise challenges.

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Dynatrace

MAY 8, 2023

Digital transformation strategies are fundamentally changing how organizations operate and deliver value to customers. A comprehensive digital transformation strategy can help organizations better understand the market, reach customers more effectively, and respond to changing demand more quickly. Competitive advantage.

Strategy 244

Strategy Retail DevOps Traffic 244

Dynatrace

DECEMBER 16, 2022

Software should forward innovation and drive better business outcomes. But legacy, custom software can often prevent systems from working together, ultimately hindering growth. Conversely, an open platform can promote interoperability and innovation. Without open standards, platforms promote lock-in and hinder innovation.

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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.

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Traffic Scalability Strategy Monitoring 172

Dynatrace

JULY 23, 2020

Of course, we could define a static threshold for each disk within the IT system. The complete configuration of custom events for alerting along with its auto-adaptive baseline monitoring strategy can be configured using our Configuration API. Navigate to Settings > Anomaly detection > Custom events for alerting.

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Metrics Innovation Strategy Monitoring 277

Dynatrace

MAY 8, 2023

Today’s organizations are constantly enhancing their systems and services as new opportunities arise, inspiring new forms of collaboration while relying on open ecosystems and open source software. It enables organizations to benefit from collective innovation for common tasks so they can concentrate on building their own IP.

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Dynatrace

SEPTEMBER 2, 2022

The company did a postmortem on its monitoring strategy and realized it came up short. I’m going to log into the POS [point-of-sale system] and reproduce what happened on Thanksgiving, then log into the Dynatrace console and see the data come through.”. Performance problems, cyberthreats may complicate Black Friday traffic in 2022.

Traffic 246

Traffic Strategy Retail Ecommerce 246

Dynatrace

APRIL 7, 2025

The Australian Cyber Security Center (ACSC) created the ISM framework to provide practical guidance and principles to protect organizations IT and operational technology systems, applications, and data from cyber threats. Deliver high-quality, cloud-native applications to accelerate innovation. group of companies.

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Government Azure Healthcare Innovation 147

DZone

MARCH 13, 2024

The cybersecurity landscape necessitates continual adaptation and exploration of novel defensive strategies to counter the evolving threats posed by malicious actors. Introduction The digital age has fostered an intricate tapestry of interconnected systems upon which individuals and organizations increasingly rely.

Innovation 298

Innovation Strategy Systems 298

Dynatrace

AUGUST 15, 2024

In a broadcast interview with CNBC Europe’s Squawk Box, Dynatrace CEO Rick McConnell discussed how the company’s roots in Central Europe have been critical to its success and ability to deliver industry-leading innovation.

Innovation 299

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Dynatrace

MARCH 12, 2025

How can you gain insights that drive innovation and reliability in AI initiatives without breaking the bank? Dynatrace helps enhance your AI strategy with practical, actionable knowledge to maximize benefits while managing costs effectively. Youve found the why without manually spelunking logs in disparate systems.

Metrics 165

Metrics Serverless Analytics Innovation 165

DZone

DECEMBER 4, 2023

In the dynamic landscape of digital product development, APIs (Application Programming Interfaces) have emerged as indispensable tools that not only connect systems but also play a pivotal role in shaping product roadmaps.

Innovation 285

Innovation Programming Strategy Scalability 285

Dynatrace

MARCH 3, 2020

The IDC FutureScape: Worldwide IT Industry 2020 Predictions highlights key trends for IT industry-wide technology adoption for the next five years and includes these predictions: Hasten to innovation. By 2024, over 50% of all IT spending will be directly put towards digital transformation and innovation (up from 31% in 2018).

Performance 314

Performance Education Innovation Software Architecture 314

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. This approach allows companies to combine the security and control of private clouds with public clouds’ scalability and innovation potential.

Strategy 130

Strategy Cloud Artificial Intelligence Infrastructure 130

Dynatrace

FEBRUARY 10, 2023

They now use modern observability to monitor expanding cloud environments in order to operate more efficiently, innovate faster and more securely, and to deliver consistently better business results. Further, automation has become a core strategy as organizations migrate to and operate in the cloud.

Efficiency 306

Efficiency Performance Analytics DevOps 306

Dynatrace

MAY 24, 2024

These criteria include operational excellence, security and data privacy, speed to market, and disruptive innovation. Ally’s goal was to reduce the number of monitoring tools it was using and its annual spend while gaining better, more actionable—and more automatable—insights into systems that affect customer experiences.

Technology 264

Technology Technology Innovation Analytics 264

DZone

FEBRUARY 5, 2024

Logs can include a wide variety of data, including system events, transaction data, user activities, web browser logs, errors, and performance metrics. This innovative service is transforming the way organizations handle their log data. In today's cloud computing world, all types of logging data are extremely valuable.

Analytics 278

Analytics Innovation Strategy Efficiency 278

Dynatrace

JUNE 2, 2022

Site reliability engineering (SRE) continues to gain popularity as organizations embrace hybrid cloud strategies and IT automation at scale. In order to unleash the innovation organizations need to evolve their SRE approaches. Dynatrace news. SRE adoption is growing, yet gaps remain. MTTR reduction remains top of the list for SREs.

DevOps 147

DevOps Innovation Engineering Benchmarking 147

Scalegrid

MARCH 22, 2024

A well-planned multi cloud strategy can seriously upgrade your business’s tech game, making you more agile. Key Takeaways Multi-cloud strategies have become increasingly popular due to the need for flexibility, innovation, and the avoidance of vendor lock-in. Thinking about going multi-cloud?

Strategy 130

Strategy Cloud Government Innovation 130

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. Agility and innovation. However, too often teams are forced to rely on disjointed data that lacks context, which leads to poor decision-making and wasted resources.

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Monitoring Retail Energy Cloud 264

Dynatrace

OCTOBER 17, 2023

As part of this initiative, including migration-ready assessments, and to avoid potentially catastrophic security issues, companies must be able to confidently answer: What is our secure digital transformation strategy in the cloud? For decades, it had employed an on-premises infrastructure running internal and external facing services.

Energy 246

Energy Artificial Intelligence AWS Lambda 246

Dynatrace

MAY 23, 2022

Above all, companies modernize and adopt a multicloud strategy to innovate, scale, and increase efficiency. Because data is more distributed and teams collaborate globally with cloud-based applications, IT teams struggle to keep up with the vulnerabilities that threaten these systems. At RSA 2022 , the theme is Transform.

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Dynatrace

JULY 5, 2022

Increased business innovation. If IT teams spend the bulk of their time responding to alerts and dealing with false positives, there’s little time for innovation. Such insights include whether the system can effectively collect, analyze, and report this data. Greater system reliability and uptime improve user experiences.

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Artificial Intelligence Cloud Innovation Strategy 325

Dynatrace

MARCH 14, 2022

Every day, healthcare organizations across the globe have embraced innovative technology to streamline the delivery of patient care. 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.

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