The Netflix TechBlog

JULY 30, 2019

Many of the Netflix Content and Studio Engineering services rely on Conductor for efficient processing of their business flows. Below is a snapshot of our Kibana dashboard which shows the workflow execution metrics over a typical 7-day period. The Netflix Media Database (NMDB) is one such example.

Lambda 191

Lambda Media Open Source Metrics 191

Dynatrace

JULY 22, 2024

Observability Observability is the ability to determine a system’s health by analyzing the data it generates, such as logs, metrics, and traces. There are three main types of telemetry data: Metrics. Metrics are typically aggregated and stored in time series databases for monitoring and alerting purposes.

Latency 253

Latency Best Practices Metrics Open Source 253

Dynatrace

AUGUST 29, 2024

In today’s data-driven world, businesses across various industry verticals increasingly leverage the Internet of Things (IoT) to drive efficiency and innovation. Mining and public transportation organizations commonly rely on IoT to monitor vehicle status and performance and ensure fuel efficiency and operational safety.

IoT 234

IoT Analytics Transportation Metrics 234

Dynatrace

JUNE 21, 2024

Define monitoring goals and user experience metrics Next, define what aspects of a digital experience you want to monitor and improve — such as website performance, application responsiveness, or user engagement — and prioritize what to measure for each application. Speed index. How quickly visible parts of the page are rendered.

Best Practices 224

Best Practices Monitoring Metrics Transportation 224

The Netflix TechBlog

AUGUST 1, 2022

It reads events from the upstream transports and applies some business logic to each of them. An intermediate processor writes data to another transport. More Processing Patterns And Better Efficiency People use Data Mesh not only to move data. Processors A processor is a Flink Job.

Processing 273

Processing Transportation Entertainment Tuning 273

Dynatrace

JANUARY 31, 2024

With siloed data sources, heterogeneous data types—including metrics, traces, logs, user behavior, business events, vulnerabilities, threats, lifecycle events, and more—and increasing tool sprawl, it’s next to impossible to offer users real-time access to data in a unified, contextualized view. Understanding the context.

Analytics 212

Analytics Processing Transportation Storage 212

The Netflix TechBlog

SEPTEMBER 10, 2024

With these clear benefits, we continued to build out this functionality for more devices, enabling the same efficiency wins. It was very efficient, but it had a set job size, requiring manual intervention if we wanted to horizontally scale it, and it required manual intervention when rolling out a new version.

Latency 231

Latency Cache Tuning Efficiency 231

Dynatrace

FEBRUARY 16, 2023

ESG metrics are increasingly important to investors as they evaluate risk; in turn, these metrics are increasingly important to organizations because they measure and disclose their performance. The app translates utilization metrics, including CPU, memory, disk, and network I/O, into their CO2 equivalent (CO2e).

Energy 204

Energy Airlines Analytics Transportation 204

Scalegrid

AUGUST 30, 2024

Encryption at both the transport level (using SSL/TLS) and message level is crucial for safeguarding data in transit and at rest, ensuring confidentiality and integrity within RabbitMQ deployments. By implementing security measures at the transport and protocol levels, RabbitMQ ensures robust safeguards are in place.

Transportation 130

Transportation Virtualization Strategy Storage 130

Dynatrace

SEPTEMBER 29, 2021

Just like shipping containers revolutionized the transportation industry, Docker containers disrupted software. The “scheduler” determines the placement of new containers so compute resources are used most efficiently. This is one of the most important tasks an orchestration platform performs. Networking. Observability.

Open Source 322

Open Source DevOps Traffic Cloud 322

The Netflix TechBlog

MARCH 25, 2019

Building and Scaling Data Lineage at Netflix to Improve Data Infrastructure Reliability, and Efficiency By: Di Lin , Girish Lingappa , Jitender Aswani Imagine yourself in the role of a data-inspired decision maker staring at a metric on a dashboard about to make a critical business decision but pausing to ask a question?—?“Can

Infrastructure 225

Infrastructure Big Data Transportation Architecture 225

The Netflix TechBlog

SEPTEMBER 2, 2020

Edgar helps Netflix teams troubleshoot distributed systems efficiently with the help of a summarized presentation of request tracing, logs, analysis, and metadata. Tracing as a foundation Logs, metrics, and traces are the three pillars of observability. by Elizabeth Carretto Everyone loves Unsolved Mysteries. What is Edgar?

Latency 298

Latency Transportation Engineering Traffic 298

The Netflix TechBlog

JULY 26, 2021

With dependable near real-time data, Studio teams are able to track and react better to the ever-changing pace of productions and improve efficiency of global business operations using the most up-to-date information. Data Quality Data Mesh provides metrics and dashboards at both the processor and pipeline level for operational observability.

Big Data 257

Big Data Government Analytics Processing 257

Smashing Magazine

AUGUST 3, 2023

As an online booking platform, we connect travelers with transport providers worldwide, offering bus, ferry, train, and car transfers in over 30 countries. We aim to eliminate the complexity and hassle associated with travel planning by providing a one-stop solution for all transportation needs. Core Web Vital metrics definitions.

Performance 75

Performance Cache Traffic Metrics 75

Smashing Magazine

AUGUST 9, 2021

For example, while HTTP deals with URLs and data interpretation, Transport Layer Security (TLS) ensures security by encryption, TCP enables reliable data transport by retransmitting lost packets, and Internet Protocol (IP) routes packets from one endpoint to another across different devices in between (middleboxes). What Is QUIC?

Transportation 145

Transportation Internet Internet Network 145

Dynatrace

APRIL 15, 2024

Government agencies aim to meet their citizens’ needs as efficiently and effectively as possible to ensure maximum impact from every tax dollar invested. These components include schools; transportation; energy; water; and communications such as the accuracy, timeliness, and transparency of election reporting.

Infrastructure 231

Infrastructure Efficiency Government Transportation 231

The Agile Manager

DECEMBER 29, 2011

Investments in infrastructure, whether public transport or IT applications, tend to lack hard numbers because they are a means to an end and not an end in themselves. We have transport to enable people to travel to work and allow goods to reach markets. In the absence of hard measures, we concoct soft ones.

Transportation 40

Transportation Metrics Efficiency Infrastructure 40

Smashing Magazine

AUGUST 22, 2021

An often used metaphor is that of a pipe used to transport water. One aspect of performance is about how efficiently a transport protocol can use a network’s full (physical) bandwidth (i.e. The length of the pipe is the latency, while the width of the pipe is the bandwidth. Congestion Control. see figure 2c above).

Performance 107

Performance Network Latency Servers 107

Alex Russell

OCTOBER 22, 2017

This helps support executive sponsors who then have meaningful metrics to point to in justifying the investments being made. Very rarely have we seen a team succeed that doesn’t set budgets, gather RUM metrics, and carry representative customer devices. Teams with budgets also find it easier to track and graph progress.

Performance 74

Performance Benchmarking Network Mobile 74

Smashing Magazine

SEPTEMBER 6, 2021

For example, you could reduce compression efficiency , because that works better with more data. Relying only on high-level metrics is very dangerous because these could be skewed by a plethora of factors (such as unrealistic network emulation, a lack of features on clients or servers, only partial HTTP/3 usage, etc.).

Network 107

Network Servers Cache Traffic 107

Smashing Magazine

JANUARY 11, 2021

LogRocket tracks key metrics, incl. Getting Ready: Planning And Metrics Performance culture, Core Web Vitals, performance profiles, CrUX, Lighthouse, FID, TTI, CLS, devices. Getting Ready: Planning And Metrics. DOM complete, time to first byte, first input delay, client CPU and memory usage. Get a free trial of LogRocket today.

Performance 145

Performance Cache Media Metrics 145

Smashing Magazine

JANUARY 6, 2020

Getting Ready: Planning And Metrics. Getting Ready: Planning And Metrics. You need a business stakeholder buy-in, and to get it, you need to establish a case study, or a proof of concept using the Performance API on how speed benefits metrics and Key Performance Indicators ( KPIs ) they care about. Table Of Contents. Quick Wins.

Performance 145

Performance Cache Servers Network 145

Smashing Magazine

JANUARY 7, 2019

Getting Ready: Planning And Metrics. Getting Ready: Planning And Metrics. You need a business stakeholder buy-in, and to get it, you need to establish a case study on how speed benefits metrics and Key Performance Indicators ( KPIs ) they care about. Table Of Contents. Setting Realistic Goals. Defining The Environment.

Performance 104

Performance Cache Metrics Network 104