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Helen Drewski

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Aug 2, 2024, 12:34:18 PM8/2/24
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Offer subject to change. Receive Netflix Standard with ads while you maintain 1 qualifying Go5G Next, Go5G Plus or Magenta Max line or 2+ Go5G or Magenta lines in good standing. Netflix account, plan availability & compatible device required. Alternative discount toward different Netflix streaming plans may apply. Not redeemable or refundable for cash; cannot be exchanged for Netflix gift subscriptions. Cancel Netflix anytime. Netflix Terms of Use apply: www.netflix.com/termsofuse. 1 offer per T-Mobile account; for existing Netflix members it may take 1-2 bill cycles during which time you will continue to be charged separately for any existing Netflix account. If you link an existing Netflix account to this offer, terminating the qualifying line(s) will not automatically cancel your Netflix membership, and Netflix will automatically resume charging your existing payment method that they have on file. Like all plans, features may change or be discontinued at any time; see T-Mobile Terms and Conditions at T-Mobile.com for details.

Offer subject to change. Receive Netflix Standard with ads while you maintain a qualifying line in good standing. Netflix account, plan availability & compatible device required. Alternative discount toward different Netflix streaming plans may apply. Not redeemable or refundable for cash; cannot be exchanged for Netflix gift subscriptions. Cancel Netflix anytime. Netflix Terms of Use apply: www.netflix.com/termsofuse. 1 offer per T-Mobile account; for existing Netflix members it may take 1-2 bill cycles during which time you will continue to be charged separately for any existing Netflix account. If you link an existing Netflix account to this offer, terminating the qualifying line will not automatically cancel your Netflix membership, and Netflix will automatically resume charging your existing payment method that they have on file. Like all plans, features may change or be discontinued at any time; see T-Mobile Terms and Conditions at T-Mobile.com for details.

With Netflix Standard with ads you can watch on up to two devices within a household at the same time. You can upgrade to Netflix Premium and watch on up to four devices in the same household at the same time for the discounted rate of $16, through your T-Mobile bill. Visit this page to upgrade now.

Log into My.T-mobile, select Account, and then select Manage add-ons. On the Manage data and add-ons page, add Netflix in the Services section. T-Mobile pays Netflix directly for you. For customers with an existing Netflix account, it may take one or two Netflix billing cycles for your billing to transfer to T-Mobile.

As a subscription-based streaming service, Netflix's primary revenue source is its membership business. With a staggering 238 million members worldwide, managing memberships efficiently is crucial for the company's success and continued growth.

To meet these initial requirements, Netflix employed a lightweight, in-memory library. This approach proved to be quite efficient, as the limited scope of the pricing system allowed for a simple and streamlined design.

The growing complexity and scope of the pricing catalog, coupled with its increasing importance across multiple applications, led to operational challenges. The library's size and dependencies made it difficult to maintain and scale, necessitating a transition to a more robust and scalable architecture.

When a user hits the play button on Netflix, a direct call is made to the membership systems to determine the quality of service associated with their plan. Factors such as the allowed concurrent streams and supported devices for the user are considered. This flow handles the highest traffic volume, as Netflix serves billions of streaming requests every day.

The platform serves as the authoritative source for the total membership count at any given point in time. It emits events and writes to a persistent store, which is consumed by downstream analytics systems within and outside Netflix.

The membership platform manages the membership plan and pricing catalog globally, with variations across different regions. The Plan Pricing Catalog Service handles rule management based on location-specific offerings.

While CockroachDB provides strong consistency, making it suitable for critical data such as the plan pricing information, Cassandra is a highly scalable NoSQL database for handling large volumes of membership data.

Rendering the plan selection page accurately is of utmost importance due to the geographical variations in currency, pricing, and available plans. Netflix's membership platform ensures that users are presented with the appropriate options based on their location and device type.

Upon confirmation, the user clicks the "Start Membership" button, triggering the Membership State Service. This service persists the relevant information, such as the selected plan, price tier, and country, into the Cassandra database.

Events are published to signal the activation of the membership. These events trigger messaging pipelines responsible for sending welcome emails to the user and informing downstream systems for analytics purposes.

In addition to updating the primary database, the updated data for the user is appended to the Membership History Service. This service is responsible for maintaining a historical record of all changes made to membership data.

Detailed Debugging: By maintaining a comprehensive history of membership data changes, the system enables detailed debugging and troubleshooting. Developers can trace the sequence of events and understand how the data evolved.

Event Replay and Reconciliation: The append-only nature of the log system allows for the ability to replay events. In case of data corruption or inconsistencies, the system can reconcile the data by replaying the events from a known good state.

The membership platform comprises over 12 microservices that communicate using gRPC at the HTTP layer. On a typical day, the platform can handle an impressive 3-4 million requests per second. To support this high volume, Netflix employs techniques like client-side caching at the gRPC level and in-memory caching of entire records to prevent CockroachDB from becoming a single point of failure.

Netflix utilizes Spark and Flink for offline reconciliation tasks on their big data. These reconciliation jobs are crucial for maintaining data consistency and alignment between various systems of record within the membership platform, such as subscriptions and member history databases. The accuracy of data also extends to external systems, ensuring a consistent state across the entire ecosystem.

To ensure data consistency in online systems, Netflix employs lightweight transactions and uses databases like Cassandra. This approach guarantees the integrity and reliability of data across different services.

Extensive logging, dashboards, and distributed tracing mechanisms enable rapid error detection and resolution. In the complex microservice landscape of Netflix, these tools are essential for identifying and troubleshooting issues.

Operational data is leveraged to fuel machine learning models that enhance anomaly detection and enable automated issue resolution processes. All of this is done to try and maintain an uninterrupted streaming experience for the users.

Netflix utilizes tools like Kibana and Elasticsearch to create dashboards and analyze log data. In case of a spike in error rates, these dashboards allow the team to quickly identify the specific endpoint causing the issue and take corrective action.

In conclusion, Netflix's membership platform is a critical component of the company's success, enabling it to manage the entire lifecycle of a user's subscription. The platform has evolved from a simple, lightweight library to a robust, scalable architecture that can handle millions of requests per second

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Disclaimer: The details in this post have been derived from the articles/presentations made by the Netflix engineering team. All credit for the architectural details goes to the Netflix engineering team. The links to the original articles are present in the references section at the end of the post. We\u2019ve attempted to analyze the details and provide our input about them. If you find any inaccuracies or omissions, please leave a comment, and we will do our best to fix them.

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