The Netflix TechBlog

NOVEMBER 12, 2024

However, this category requires near-immediate access to the current count at low latencies, all while keeping infrastructure costs to a minimum. Eventually Consistent : This category needs accurate and durable counts, and is willing to tolerate a slight delay in accuracy and a slightly higher infrastructure cost as a trade-off.

Latency 251

Latency Cache Infrastructure Strategy 251

Dynatrace

NOVEMBER 20, 2024

This latest integration with Microsoft Sentinel expands our partnership, providing joint customers with a holistic view of their entire cloud environment; from application to infrastructure, data, and security. “As Click here to read our full press release. Ready to strengthen your security posture?

Best Practices 299

Best Practices Innovation Azure Cloud 299

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

SEPTEMBER 9, 2022

Today, organizations must adopt solid modernization strategies to stay competitive in the market. According to a recent IDC report , IT organizations need to create a modernization and rationalization plan that aligns with their overall digital transformation strategy. Improved efficiency.

Strategy 264

Strategy Benchmarking Serverless Cloud 264

Dynatrace

SEPTEMBER 5, 2024

A robust application security strategy is vital to ensuring the safety of your organization’s data and applications. Limited visibility: Many organizations lack complete visibility into their IT infrastructure, making it difficult to identify and address hidden vulnerabilities.

Strategy 290

Strategy IoT Infrastructure Best Practices 290

Dynatrace

OCTOBER 1, 2024

To manage these complexities, organizations are turning to AIOps, an approach to IT operations that uses artificial intelligence (AI) to optimize operations, streamline processes, and deliver efficiency. One Dynatrace customer, TD Bank, placed Dynatrace at the center of its AIOps strategy to deliver seamless user experiences.

Strategy 245

Strategy Artificial Intelligence Innovation Efficiency 245

Dynatrace

JULY 25, 2024

In fact, 76% of technology leaders say the dynamic nature of Kubernetes makes it more difficult to maintain visibility of their infrastructure compared with traditional technology stacks. Cost efficiency. The post A Kubernetes platform engineering strategy tames Kubernetes complexity appeared first on Dynatrace news.

Strategy 264

Strategy Engineering Open Source Java 264

Dynatrace

APRIL 9, 2025

Organizations are increasingly embracing cloud- and AI-native strategies, requiring a more automated and intelligent approach to their observability and development practices. The Infrastructure & Operations app provides an up-to-date and comprehensive view of monitored environments on Google Cloud. Dynatrace AutomationEngine.

Google 195

Google Cloud Infrastructure Analytics 195

Dynatrace

JANUARY 21, 2025

Ensuring smooth operations is no small feat, whether you’re in charge of application performance, IT infrastructure, or business processes. This ensures optimal resource utilization and cost efficiency. Chances are, youre a seasoned expert who visualizes meticulously identified key metrics across several sophisticated charts.

Traffic 262

Traffic Metrics Analytics Monitoring 262

Dynatrace

MARCH 18, 2024

In response, many organizations are adopting a FinOps strategy. Forecasting and budgeting A FinOps strategy involves forecasting future cloud costs and budgeting accordingly to align spending with business goals and objectives. Dynatrace can help you achieve your FinOps strategy using observability best practices.

Best Practices 278

Best Practices Strategy Cloud AWS 278

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.

Strategy 288

Strategy Artificial Intelligence Storage Cloud 288

The Netflix TechBlog

MARCH 28, 2025

Key insights from this shiftinclude: A Data-Centric Approach : Shifting focus from model-centric strategies, which heavily rely on feature engineering, to a data-centric one. At inference time, when multi-step decoding is needed, we can deploy KV caching to efficiently reuse past computations and maintain lowlatency.

Tuning 200

Tuning Efficiency Latency Strategy 200

Dynatrace

JUNE 28, 2021

Infrastructure monitoring is the process of collecting critical data about your IT environment, including information about availability, performance and resource efficiency. Many organizations respond by adding a proliferation of infrastructure monitoring tools, which in many cases, just adds to the noise. Dynatrace news.

Infrastructure 257

Infrastructure Monitoring Artificial Intelligence Open Source 257

DZone

OCTOBER 11, 2023

Cost optimization in serverless and containerized computing involves the implementation of various strategies and techniques aimed at reducing expenses and enhancing the efficiency of resource utilization within these computing models.

Serverless 162

Serverless Strategy Efficiency Cloud 162

Dynatrace

OCTOBER 30, 2024

We equip our customers with the insights necessary to enhance user experiences and improve operational efficiency. 5), Hybrid Infrastructure/Platform Operations (4.25/5), 5), Hybrid Infrastructure/Platform Operations (4.25/5), 5), and Business Insights (4.22/5) 5), and Business Insights (4.22/5)

Monitoring 245

Monitoring Innovation Mobile Website 245

The Netflix TechBlog

OCTOBER 19, 2020

Now let’s look at how we designed the tracing infrastructure that powers Edgar. This insight led us to build Edgar: a distributed tracing infrastructure and user experience. Our distributed tracing infrastructure is grouped into three sections: tracer library instrumentation, stream processing, and storage.

Infrastructure 238

Infrastructure Transportation Storage Open Source 238

Dynatrace

NOVEMBER 2, 2020

IT infrastructure is the heart of your digital business and connects every area – physical and virtual servers, storage, databases, networks, cloud services. We’ve seen the IT infrastructure landscape evolve rapidly over the past few years. What is infrastructure monitoring? . Minimizes downtime and increases efficiency.

Infrastructure 246

Infrastructure Monitoring Virtualization Serverless 246

Dynatrace

MAY 8, 2023

Digital transformation strategies are fundamentally changing how organizations operate and deliver value to customers. Some of the benefits organizations seek from digital transformation journeys include the following: Increased DevOps automation and efficiency. Competitive advantage. Enhanced business operations.

Strategy 244

Strategy Retail DevOps Traffic 244

Dynatrace

DECEMBER 6, 2022

Through it all, best practices such as AIOps and DevSecOps have enabled IT teams to efficiently and securely transform. As the analyst firm noted, organizations increasingly realize that digital capability is at the heart of execution, whether that’s to offer new products and services, minimize risk, or improve operational efficiency.

Strategy 246

Strategy Artificial Intelligence Innovation Ecommerce 246

The Netflix TechBlog

MARCH 10, 2023

Although this indexing strategy worked smoothly for a while, interesting challenges started coming up and we started to notice performance issues over time. It was time to take a step back and reevaluate our ES data indexing and sharding strategy. We also changed our mapping strategy to overcome these issues.

Strategy 264

Strategy Cache Storage Analytics 264

Dynatrace

DECEMBER 15, 2022

In this blog, we share three log ingestion strategies from the field that demonstrate how building up efficient log collection can be environment-agnostic by using our generic log ingestion application programming interface (API). Log ingestion strategy no. Log ingestion strategy No. Log ingestion strategy No.

Strategy 245

Strategy AWS Open Source Transportation 245

DZone

JANUARY 29, 2024

This guide offers comprehensive strategies to not only reduce operational expenses but also enhance overall efficiency. However, to truly unlock the potential benefits and ensure a streamlined transition, organizations must navigate the complexities of cloud management and cost optimization.

Strategy 210

Strategy Cloud Infrastructure Efficiency 210

Dynatrace

MARCH 1, 2023

A defense-in-depth approach to cybersecurity strategy is also critical in the face of runtime software vulnerabilities such as Log4Shell. A defense-in-depth cybersecurity strategy enables organizations to pinpoint application vulnerabilities in the software supply chain before they have a costly impact. “How

Strategy 246

Strategy Cloud Software Software 246

Dynatrace

SEPTEMBER 2, 2022

But that’s difficult when Black Friday traffic brings overwhelming and unpredictable peak loads to retailer websites and exposes the weakest points in a company’s infrastructure, threatening application performance and user experience. The company did a postmortem on its monitoring strategy and realized it came up short. In the U.S.,

Traffic 246

Traffic Strategy Retail Ecommerce 246

The Netflix TechBlog

DECEMBER 17, 2024

This led to a suite of fragmented scripts, runbooks, and ad hoc solutions scattered across teamsan approach that was neither sustainable nor efficient. This approach provides a few advantages: Low burden on existing systems: Log processing imposes minimal changes to existing infrastructure.

Traffic 172

Traffic Scalability Strategy Monitoring 172

Dynatrace

APRIL 22, 2025

Learn best practices: Get expert recommendations on building a proactive Kubernetes security automation strategy. Why add KSPM to your organizations cloud security strategy? Cost efficiency Detecting and addressing vulnerabilities early not only saves time but also prevents costly breaches and downtime. Why is KSPM important?

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Scalegrid

FEBRUARY 24, 2025

This guide will cover how to distribute workloads across multiple nodes, set up efficient clustering, and implement robust load-balancing techniques. Youll also learn strategies for maintaining data safety and managing node failures so your RabbitMQ setup is always up to the task.

Best Practices 147

Best Practices Traffic Strategy Scalability 147

Scalegrid

FEBRUARY 6, 2025

Kafka scales efficiently for large data workloads, while RabbitMQ provides strong message durability and precise control over message delivery. Message brokers handle validation, routing, storage, and delivery, ensuring efficient and reliable communication. This allows Kafka clusters to handle high-throughput workloads efficiently.

Latency 147

Latency Analytics Architecture Storage 147

Dynatrace

APRIL 1, 2025

Dynatrace AI and AWSs advanced infrastructure enable businesses to adapt quickly to evolving customer demands. Operational efficiency. This strategic collaboration agreement opens new avenues for customers to harness AI-powered observability to advance their cloud innovation strategies. Enhanced security.

Innovation 147

Innovation AWS Cloud Efficiency 147

Dynatrace

JANUARY 11, 2023

With more organizations taking the multicloud plunge, monitoring cloud infrastructure is critical to ensure all components of the cloud computing stack are available, high-performing, and secure. Cloud monitoring is a set of solutions and practices used to observe, measure, analyze, and manage the health of cloud-based IT infrastructure.

Cloud 295

Cloud Monitoring Best Practices Infrastructure 295

DZone

JANUARY 31, 2024

When you are preparing your application for release, an efficient initial strategy is to integrate a single payment service. That’s why it is important to have a scalable infrastructure that will allow you to accommodate those needs — especially nowadays, when integrating with payment services has become more accessible than ever.

Scalability 294

Scalability Architecture Strategy Infrastructure 294

Dynatrace

AUGUST 8, 2024

From business operations to personal communication, the reliance on software and cloud infrastructure is only increasing. To manage high demand, companies should invest in scalable infrastructure , load-balancing, and load-scaling technologies. Outages can disrupt services, cause financial losses, and damage brand reputations.

Software 290

Software Software Infrastructure Network 290

Dynatrace

SEPTEMBER 21, 2023

As global warming advances, growing IT carbon footprints are pushing energy-efficient computing to the top of many organizations’ priority lists. Energy efficiency is a key reason why organizations are migrating workloads from energy-intensive on-premises environments to more efficient cloud platforms.

Energy 264

Energy Cloud Airlines Strategy 264

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

JANUARY 8, 2024

Confused about multi-cloud vs hybrid cloud and which is the right strategy for your organization? Both multi-cloud and hybrid cloud models come with their advantages, like increased flexibility and secure, scalable IT infrastructure but face challenges such as management complexity and integration issues. What is Multi-Cloud?

Cloud 147

Cloud Strategy Scalability Artificial Intelligence 147

Dynatrace

JULY 6, 2022

And what are the best strategies to reduce manual labor so your team can focus on more mission-critical issues? With ever-evolving infrastructure, services, and business objectives, IT teams can’t keep up with routine tasks that require human intervention. IT automation tools can achieve enterprise-wide efficiency.

Artificial Intelligence 246

Artificial Intelligence Tuning Strategy Big Data 246

Scalegrid

JUNE 11, 2019

Wondering whether an on-premise vs. public cloud vs. hybrid cloud infrastructure is best for your database strategy? Cloud Infrastructure Analysis : Public Cloud vs. On-Premise vs. Hybrid Cloud. Cloud Infrastructure Breakdown by Database. So, which cloud infrastructure is right for you? 2019 Top Databases Used.

Open Source 55

Open Source Database Cloud Infrastructure 55