The Netflix TechBlog

MARCH 31, 2025

The system facilitates large volumes of camera and sound media and is built for speed. With all media centralized, MPS eliminates the need for physical media transport and reduces the risk of human error. This approach not only streamlines operations but also enhances security and accessibility.

Media 203

Media Logistics Innovation Cloud 203

Dynatrace

OCTOBER 15, 2020

Statically linked application binaries have their merits; they’re self-contained and they don’t have dependencies on the systems they’re deployed to. From http.Transport documentation : By default, Transport caches connections for future reuse. Transports should be reused instead of created as needed.

Transportation 190

Transportation Monitoring Metrics Code 190

The Netflix TechBlog

OCTOBER 19, 2020

which is difficult when troubleshooting distributed systems. Troubleshooting a session in Edgar When we started building Edgar four years ago, there were very few open-source distributed tracing systems that satisfied our needs. Investigating a video streaming failure consists of inspecting all aspects of a member account.

Infrastructure 238

Infrastructure Transportation Storage Open Source 238

Dynatrace

NOVEMBER 3, 2022

These containers are software packages that include all the relevant dependencies needed to run software on any system. The emergence of Docker and other container services enabled companies to transport code quickly and easily. CaaS automates the processes of hosting, deploying, and managing container technologies. Faster deployment.

Serverless 297

Serverless Azure Hardware Transportation 297

Scalegrid

OCTOBER 18, 2024

Due to its versatility for storing information in both structured and unstructured formats, PostgreSQL is the fourth most used standard in modern database management systems (DBMS) worldwide 1. Offering comprehensive access to files, software features, and the operating system in a more user-friendly manner to ensure control.

Open Source 147

Open Source Database Cloud Operating System 147

Dynatrace

AUGUST 29, 2024

Agricultural businesses use IoT sensors to automate irrigation systems, while mining and water supply organizations traditionally rely on SCADA to optimize and monitor water distribution, quality, and consumption. They enable real-time tracking and enhanced situational awareness for air traffic control and collision avoidance systems.

IoT 264

IoT Analytics Transportation Metrics 264

Dynatrace

JULY 22, 2024

Using OpenTelemetry, developers can collect and process telemetry data from applications, services, and systems. 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.

Latency 264

Latency Best Practices Metrics Open Source 264

The Netflix TechBlog

MARCH 25, 2019

You are designing a learning system to forecast Service Level Agreement (SLA) violations and would want to factor in all upstream dependencies and corresponding historical states. Nonetheless, Netflix data landscape (see below) is complex and many teams collaborate effectively for sharing the responsibility of our data system management.

Infrastructure 225

Infrastructure Big Data Transportation Architecture 225

Dynatrace

JUNE 21, 2024

They collect data from multiple sources through real user monitoring , synthetic monitoring, network monitoring, and application performance monitoring systems. The time it takes the user to receive the last byte or transport connection closes, whichever comes first. The time it takes for a page to load enough that a user can interact.

Best Practices 264

Best Practices Monitoring Metrics Transportation 264

Dynatrace

APRIL 15, 2024

Critical infrastructure and services refer to the systems, facilities, and assets vital for the functioning of society and the economy. These components include schools; transportation; energy; water; and communications such as the accuracy, timeliness, and transparency of election reporting.

Infrastructure 246

Infrastructure Efficiency Government Transportation 246

Dynatrace

DECEMBER 14, 2021

I lost an entire day due to an IT system problem that nobody noticed. The rental car : Preferring the privacy of a rental car over public transportation or Uber, I reserved a car for a short city vacation. The next morning, the call center’s automated attendant referred me to email for assistance.

Airlines 264

Airlines Social Media Entertainment Transportation 264

Dynatrace

SEPTEMBER 29, 2021

Think of containers as the packaging for microservices that separate the content from its environment – the underlying operating system and infrastructure. Just like shipping containers revolutionized the transportation industry, Docker containers disrupted software.

Open Source 334

Open Source DevOps Traffic Cloud 334

Dynatrace

JULY 25, 2022

These include Source IP, destination IP, transport protocol, source port, and destination port. For example, performance degradations, improper functionality, or lack of availability (that is, problems that represent anomalies in baseline system performance). Once Davis® detects a problem it lists the issue on your Problems feed.

AWS 246

AWS Transportation Network Traffic 246

CSS Wizardry

SEPTEMBER 16, 2024

If you are, you probably get some or all of the next sections for free anyway… Use a Fast DNS Provider One of the first things a new visitor will have to do to access your site is resolve the IP address using the Domain Name System (DNS). As a website owner, you have a degree of control over who you use as your authoritative provider.

Latency 234

Latency Cache Transportation Mobile 234

Dynatrace

DECEMBER 14, 2021

I lost an entire day due to an IT system problem that nobody noticed. The rental car : Preferring the privacy of a rental car over public transportation or Uber, I reserved a car for a short city vacation. The next morning, the call center’s automated attendant referred me to email for assistance.

Airlines 246

Airlines Social Media Entertainment Transportation 246

Dynatrace

JULY 15, 2024

Combined with Dynatrace OneAgent ® , you gain a precise view of the status of your systems at a glance. Why browser and HTTP monitors might not be sufficient In modern IT environments, which are complex and dynamically changing, you often need deeper insights into the Transport or Network layers. But is this all you need?

Availability 246

Availability Network Monitoring Infrastructure 246

All Things Distributed

MARCH 12, 2018

The interfaces to our digital system have been dictated by the capabilities of our computer systems—keyboards, mice, graphical interfaces, remotes, and touch screens. As a result, they fail to deliver a truly seamless and customer-centric experience that integrates our digital systems into our analog lives.

Systems 93

Systems AWS Games Transportation 93

Dynatrace

MAY 17, 2023

/api/v2/otlp/v1/metrics'; $apiKey = '[API_KEY]'; // Set up trace environment $transport = (new OtlpHttpTransportFactory())->create($traceURL, 'application/x-protobuf', [ 'Authorization' => 'Api-Token '. By making our system observable, we immediately had detailed insight into what was going on at any given moment.

Metrics 246

Metrics Transportation Best Practices Code 246

Particular Software

NOVEMBER 30, 2020

SQL Server Transport is one of our most popular transports. Customers often have deep proficiency with SQL and are able to use SQL Transport to add message queues to new or even legacy systems without needing to adopt (or get approval for) additional technology. SQL Server Transport version 6.2.0

Transportation 52

Transportation Servers Database Systems 52

All Things Distributed

MARCH 31, 2010

Today Amazon Web Services takes another big step in making it easier to migrate legacy storage systems to the cloud through AWS Import/Export support for ingesting Punch Cards. AWS Import/Export accelerates moving large amounts of data into and out of AWS using portable storage media for transport.

Storage 78

Storage AWS Systems Transportation 78

Dynatrace

SEPTEMBER 17, 2024

You can create a custom integration to your own SIEM system (similarly as we did for the OpenPipeline) for events that can enrich your security data in other environments. Consider your use case and work processes to determine the best way to approach security events available in Grail.

Transportation 290

Transportation AWS Engineering Processing 290

Dynatrace

OCTOBER 15, 2021

Loosely defined, observability is the ability to understand what’s happening inside a system from the knowledge of the external data it produces, which are usually logs, metrics, and traces. Logs are important because you’ll naturally want an event-based record of any notable anomalies across the system. Watch webinar now!

Open Source 246

Open Source Metrics Cloud Transportation 246

Particular Software

DECEMBER 18, 2018

Today we’re releasing the new Azure Service Bus transport, which is fully compatible with NServiceBus 7 and.NET Core. With the release of the new NServiceBus Azure Service Bus transport, we are now able to take full advantage of.NET Core and Azure. The wait is over! Mark Gould, Solution Architect Spindlemedia, Inc.

Transportation 49

Transportation Azure Benchmarking Availability 49

Particular Software

APRIL 27, 2020

We’ve certainly been affected by this shift at Particular with the cancellation of our popular Advanced Distributed Systems Design (ADSD) course this year. But the real reason for this post is to tell you about Martin Hägerås and Mattias Olgerfelt from the Swedish Transport Agency.

Transportation 52

Transportation Systems Education Software Architecture 52

The Netflix TechBlog

NOVEMBER 23, 2020

The mechanisms by which the data is retrieved may not be inherently reliable (in the case of SNMP’s UDP transport) and always require active polling by the collector?—?which, The underlying transport for gNMI is, like most gRPC connections, HTTP/2 over TLS?—?so which, for time series data, must be driven by a strict clock.

Open Source 188

Open Source Network Transportation Cache 188

Dynatrace

FEBRUARY 8, 2022

It left the applications, systems, and IT infrastructure of millions of organizations open to widespread exploitation. With Dynatrace Application Security, the Avisi team resolved Log4Shell on all their systems before they went home that night, and no one worked over the weekend. Dynatrace news.

Healthcare 173

Healthcare Transportation Innovation Games 173

Scalegrid

MAY 22, 2020

164] Failed to connected to host: <Hosname>, port: 3306, err: Failed to connect: Connections using insecure transport are prohibited while --require_secure_transport=ON. The availability of a system is the percentage of time its services are up during a period of time. Learn more. MySQL High Availability.

Servers 262

Servers Transportation Database Availability 262

The Netflix TechBlog

AUGUST 30, 2021

System Setup Architecture The following diagram summarizes the architecture description: Figure 1: Event-sourcing architecture of the Device Management Platform. Fault Tolerance If the underlying KafkaConsumer crashes due to ephemeral system or network events, it should be automatically restarted.

Latency 222

Latency Traffic Transportation Cloud 222

High Scalability

MARCH 8, 2019

There was already a payment system — it was called the credit card. There was already a transportation network called the US Postal Service, and Royal Mail, and Deutsche Post, all over the world, that could deliver our packages. All of the heavy-lifting infrastructure was already in place for it.

Internet 146

Internet Internet Scalability Lambda 146

VoltDB

NOVEMBER 14, 2024

This data can power AI-driven energy management systems that recommend optimal energy usage patterns, automatically adjust HVAC systems, and control lighting to minimize waste. Solution: AI can optimize supply chains by analyzing data from sensors and GPS systems on vehicles, inventory systems, and demand forecasts.

Energy 52

Energy Logistics Transportation Latency 52

The Netflix TechBlog

FEBRUARY 9, 2021

The whole system was quite complex, and starting to become brittle. The API server orchestrates backend systems to authenticate the user. Upstream systems had to reopen the tokens to identify the user logging in and potentially manage multiple parallel identity data structures, which could easily get out of sync.

Architecture 228

Architecture Latency Servers Website 228

The Netflix TechBlog

JULY 30, 2019

External Payload Storage External payload storage was implemented to prevent the usage of Conductor as a data persistence system and to reduce the pressure on its backend datastore. Workflow Status Listener Conductor can be configured to publish notifications to external systems or queues upon completion/termination of workflows.

Lambda 191

Lambda Media Open Source Metrics 191

The Netflix TechBlog

DECEMBER 17, 2019

In order to be supported, a database is required to fulfill a set of features that are commonly available in systems like MySQL, PostgreSQL, MariaDB, and others. We want to support these systems as a source so that they can provide their data for further consumption. The database is sending them to a transport that DBLog can consume.

Database 221

Database Traffic Transportation Open Source 221

The Netflix TechBlog

DECEMBER 17, 2019

In order to be supported, a database is required to fulfill a set of features that are commonly available in systems like MySQL, PostgreSQL, MariaDB, and others. We want to support these systems as a source so that they can provide their data for further consumption. The database is sending them to a transport that DBLog can consume.

Database 206

Database Traffic Transportation Open Source 206

DZone

JULY 11, 2023

Artificial Intelligence: Definition and Practical Applications Artificial intelligence (AI) refers to the development of computer systems that can perform tasks that typically require human intelligence. In the realm of transportation, AI is driving advancements in autonomous vehicles and optimizing traffic flow.

Artificial Intelligence 113

Artificial Intelligence Healthcare Transportation Network 113

Dynatrace

MAY 17, 2019

Distributed tracing is used to understand control flow within distributed systems. These headers aren’t always transported by third-party components such as middleware, which can result in broken transactions. Dynatrace news. What is distributed tracing? Without W3C Trace Context. With W3C Trace Context.

Azure 191

Azure Open Source Transportation Programming 191

Scalegrid

AUGUST 30, 2024

Follow fundamental procedures in authentication, encryption, and commitment to RabbitMQ security protocols to protect your RabbitMQ system and secure messages. By implementing security measures at the transport and protocol levels, RabbitMQ ensures robust safeguards are in place. 509 certificates, and OAuth 2.0,

Transportation 130

Transportation Virtualization Strategy Storage 130