The Netflix TechBlog

FEBRUARY 14, 2025

Collecting Raw Impression Events As Netflix members explore our platform, their interactions with the user interface spark a vast array of raw events. These events are promptly relayed from the client side to our servers, entering a centralized event processing queue.

Tuning 166

Tuning Latency Efficiency Storage 166

Dynatrace

APRIL 8, 2020

Any significant reduction in allocations will inevitably speed up your code. By reducing the number of allocated objects, you can both speed up your code and reduce object churn and garbage collection events. That said, frequent fast garbage collection events point to a high optimization potential in your application.

Speed 214

Speed Code Java Lambda 214

Scalegrid

FEBRUARY 6, 2025

RabbitMQ is designed for flexible routing and message reliability, while Kafka handles high-throughput event streaming and real-time data processing. Kafka is optimized for high-throughput event streaming , excelling in real-time analytics and large-scale data ingestion. What is Apache Kafka?

Latency 147

Latency Analytics Architecture Storage 147

Dynatrace

APRIL 21, 2023

State agencies measurably reduce outage severity and costs In the event of a performance problem, observability can reduce MTTR. The post State and local agencies speed incident response, reduce costs, and focus on innovation appeared first on Dynatrace news. Dynatrace truly helps us do more with less.

Innovation 246

Innovation Speed Artificial Intelligence Government 246

CSS Wizardry

JUNE 30, 2023

I never thought I’d write an article in defence of DOMContentLoaded , but here it is… For many, many years now, performance engineers have been making a concerted effort to move away from technical metrics such as Load , and toward more user-facing, UX metrics such as Speed Index or Largest Contentful Paint. What Does It Actually Mean?

Metrics 337

Metrics Google Code Monitoring 337

DZone

MARCH 9, 2023

If we want to test the configuration, we need to play log events in as if the system was really running, which means realistic logs at the right speed so we can make sure that our configuration prevents alerts or mail storms.

Monitoring 245

Monitoring Testing Open Source Speed 245

Dynatrace

NOVEMBER 30, 2023

What was once an onslaught of consumer traffic between Black Friday and Cyber Monday has turned into a weeklong event, with most retailers offering deals well ahead of Black Friday. This had the effect of dramatically speeding up its performance and reducing support costs. Below is an example of a Dynatrace log and event viewer.

Retail 278

Retail Social Media Performance Benchmarking 278

Dynatrace

OCTOBER 7, 2021

Speed is next; serverless solutions are quick to spin up or down as needed, and there are no delays due to limited storage or resource access. Enhancing event ingestion. Reliability. Serverless solutions are also more reliable than their traditional application counterparts. Improving data processing.

Serverless 325

Serverless AWS Lambda Storage 325

DZone

OCTOBER 16, 2023

When creating applications that store and analyze large amounts of data, such as time series, log data, or event-storing ones, developing a good and future-proof data model can be a difficult task. Choosing the right data types in PostgreSQL can significantly impact your database's performance and efficiency.

Best Practices 284

Best Practices Speed Database Efficiency 284

Dynatrace

JUNE 5, 2023

Despite best efforts, human beings can’t match the accuracy and speed of computers. Finally, manual monitoring processes take significant time, hindering DevSecOps ‘ efforts to deliver solutions at speed. As Berger noted, they require contextual information that describes the following: When an event is occurring.

Engineering 246

Engineering Speed Monitoring Efficiency 246

Speed Curve

JANUARY 29, 2024

In the fourteen years that I've been working in the web performance industry, I've done a LOT of research, writing, and speaking about the psychology of page speed – in other words, why we crave fast, seamless online experiences. In fairness, that was in the early 2000s, and site speed was barely on anyone's radar.

Speed 138

Speed Website Mobile Cloud 138

Dynatrace

APRIL 28, 2021

M arketing teams also needed to pivot to create content that would address the complexities of the market ’s speed to transform and offer solutions to help customers and prospects rise to the challenge. . While these digital transformations were accelerating, it wasn’t just technology and IT teams leading the charge.

Innovation 275

Innovation Virtualization Education Speed 275

Dynatrace

OCTOBER 4, 2024

Similar to the observability desired for a request being processed by your digital services, it’s necessary to comprehend the metrics, traces, logs, and events associated with a code change from development through to production. A pipeline can be the parent of multiple tasks to group the resulting events logically.

Software 278

Software Software Development Performance 278

Dynatrace

FEBRUARY 13, 2020

We’re able to help drive speed, take multiple data sources, bring them into a common model and drive those answers at scale.”. With this announcement: Davis now automatically ingests additional Kubernetes events and metrics, including state changes, workload changes and critical events across clusters, containers and runtimes.

Performance 278

Performance Mobile Analytics Innovation 278

Dynatrace

OCTOBER 8, 2024

Modern observability has evolved from simple metric telemetry monitoring to encompass a wide range of data, including logs, traces, events, alerts, and resource attributes. This is why precisely showing the root cause ultimately helps to speed up problem resolution. Confirm the AI-detected root cause and review the deployment context.

Infrastructure 264

Infrastructure Cloud Speed Architecture 264

Percona

JANUARY 4, 2023

This wait event monitoring can tell us what the amount of time spent on specific actions is. For example, the wait event “ArchiveCommand” tells us that the shell command specified in “archive_command” is under execution. Thanks to Fujii Masao for the wait event patches. RecoveryEndCommand. RestoreCommand. Thanks to Community!

Speed 141

Speed Monitoring Availability Code 141

Speed Curve

FEBRUARY 10, 2020

Page Speed Benchmarks is an interactive dashboard that lets you explore and compare web performance data for leading websites across several industries – from retail to media. With Page Speed Benchmarks, you can do things like: See what the different metrics actually mean in terms of user-perceived performance.

Benchmarking 138

Benchmarking Speed Performance Media 138

Dynatrace

OCTOBER 6, 2023

Table name Default bucket logs default_logs events default_events metrics default_metrics bizevents default_bizevents dt.system.events dt_system_events entities spans (in the future) The default buckets let you ingest data immediately, but you can also create additional custom buckets to make the most of Grail.

Artificial Intelligence 279

Artificial Intelligence Metrics Analytics Storage 279

Dynatrace

JUNE 21, 2024

Speed index. Load event start. The time it takes to begin the page’s load event. Load event end. The time it takes to complete the page’s load event. The time it takes the user to receive the last byte or transport connection closes, whichever comes first.

Best Practices 264

Best Practices Monitoring Metrics Transportation 264

Dynatrace

MAY 27, 2022

Each piece of the AIOps triumvirate plays a crucial role in the automation process to speed innovation. In the event of an outage or slowdown, Dynatrace generates a ticket in ServiceNow, which manages the workflow. Dynatrace Synthetic Monitoring and RUM simulate real-life events, such as reports and database queries.

Artificial Intelligence 246

Artificial Intelligence Innovation Servers Database 246

Dynatrace

APRIL 27, 2022

The continued growth of e-commerce has led to digital transformation moving at unprecedented speeds, as retailers compete for the attention of over 2.1 With Dynatrace and ServiceNow, SAP can maintain a real-time CMDB, linking issues to the relevant events and prioritizing them effectively, based on a full understanding of the business impact.

Retail 246

Retail Cloud Speed Strategy 246

Dynatrace

AUGUST 28, 2023

While digital experience has many facets, transaction speed usually ranks among the most important. From first to lasting impressions But there’s more to digital experience than speed. This is typically the first thing that comes to mind for IT professionals working in the retail industry when evaluating holiday readiness.

Retail 246

Retail Logistics Innovation Analytics 246

Smashing Magazine

JULY 8, 2021

Tools And Practices To Speed Up The Vue.js Tools And Practices To Speed Up The Vue.js <script> export default { inheritAttrs: false, props: { label: { type: String, default: "" }, value: [String, Number] }, methods: { updateInput(event) { this. Development Process. Development Process. Uma Victor. Large preview ).

Speed 141

Speed Processing Development Code 141

Dynatrace

MARCH 7, 2024

On the topic of speed, the São Paulo Grand Prix is one of the most renowned motorsport events of the year, with high-stakes races that are sure to leave audiences at the edge of their seat.

Strategy 246

Strategy AWS Programming Cloud 246

Speed Curve

JANUARY 19, 2025

Annie leads the Chrome Speed Metrics team at Google, which has arguably had the most significant impact on web performance of the past decade. We've gotten to know Annie through frequent discussions, feedback sessions, and hallway talks at various events. What is the charter of the Chrome Speed Metrics team? Nice job, everyone!

Performance 98

Performance Google Speed Metrics 98

Dynatrace

AUGUST 10, 2021

Mobile app crashes are among the most impactful events that users can experience on their mobile devices. To be ready to deal with crashes, you need a monitoring solution that alerts you to critical events, provides you with an overview of crash events, and enables you to quickly resolve issues that contribute to crashes.

Mobile 246

Mobile Retail Monitoring Games 246

Dynatrace

DECEMBER 14, 2023

In today’s rapidly evolving business and technology landscape, organizations often prioritize the speed of development over security. Modern solutions like Snyk and Dynatrace offer a way to achieve the speed of modern innovation without sacrificing security.

AWS 299

AWS Innovation Speed Efficiency 299

Dynatrace

MAY 15, 2020

Overcoming the barriers presented by legacy security practices that are typically manually intensive and slow, requires a DevSecOps mindset where security is architected and planned from project conception and automated for speed and scale throughout where possible. This data could be fed into other forensics tools for deeper analysis.

Government 278

Government DevOps Infrastructure Network 278

Dynatrace

JUNE 14, 2023

Recently, Dynatrace held its first annual partner enablement event, Amplify Sales Kickoff, announcing some exciting initiatives for the year ahead. 2023: The “Year of the Partner” The event started strong with some words from Ken Clayton, SVP, Channels, Dynatrace. Allen dove into the new partner Services Endorsement Program.

Programming 245

Programming Best Practices Innovation Analytics 245

Dynatrace

AUGUST 11, 2022

Effective application development requires speed and specificity. This code is then executed on remote servers in response to an event, such as users interacting with functional web elements. Many organizations use function as a service when migrating to the cloud or for RESTful and event-driven applications. Dynatrace news.

Development 279

Development Serverless Best Practices Lambda 279

Dynatrace

MAY 3, 2021

According to DevOps.org : The purpose and intent of DevSecOps is to build an organizational culture in which everyone is responsible for security with the goal of safely distributing security decisions at speed and scale to those who hold the highest level of context without sacrificing the safety required.

Code 237

Code DevOps Speed Government 237

Scalegrid

JANUARY 30, 2019

SBM will also be NULL if the IO Thread is stopped, provided the SQL Thread has already processed all events from the relay log. SBM is going to reflect a valid value (>= 0) when the SQL Thread is actively processing events. Understanding Execution Speed of the MySQL Slave. Slave_IO_Running: No. Slave_IO_Running: No.

Speed 197

Speed Azure Network Monitoring 197

Dynatrace

OCTOBER 4, 2022

Lining up traces, logs, and metrics based on user events and timestamps provides the most complete picture of full-stack dependencies. Avoiding the speed-cost-quality tradeoffs by using a data lakehouse. It is simply impossible for humans to make sense of thousands of events per second being generated by their IT systems.”

Analytics 264

Analytics Storage Infrastructure Metrics 264

Dynatrace

APRIL 18, 2022

Developers also need to automate the release process to speed up deployment and reliability. With instant feedback enabling teams to release clean software, developers can react faster and speed up the delivery of high-quality content. SLOs are a great way to define what software should do. Charting the course with Keptn.

Open Source 246

Open Source DevOps Cloud Metrics 246

Dynatrace

OCTOBER 4, 2022

Further, it builds a rich analytics layer powered by Dynatrace causational artificial intelligence, Davis® AI, and creates a query engine that offers insights at unmatched speed. Consider a log event in which the event itself has fields such as error code, severity, or time stamp. Ingest and process with Grail.

Artificial Intelligence 290

Artificial Intelligence Analytics Storage Architecture 290

Dynatrace

AUGUST 16, 2021

The latest version detected can be influenced by environment variables, Kubernetes labels, and events ingestion. Component levels information events such as releases and configuration changes. Example #2 – Deployment information events. Example Dynatrace GitHub Action and Dynatrace Event tile. 2 Confidence: .

Software 246

Software Software Open Source Azure 246

Dynatrace

JULY 5, 2022

As organizations look to speed their digital transformation efforts, automating time-consuming, manual tasks is critical for IT teams. AIOps combines big data and machine learning to automate key IT operations processes, including anomaly detection and identification, event correlation, and root-cause analysis. Dynatrace news.

Artificial Intelligence 325

Artificial Intelligence Cloud Innovation Strategy 325