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Part 1: A Survey of Analytics Engineering Work at Netflix

The Netflix TechBlog

Metric definitions are often scattered across various databases, documentation sites, and code repositories, making it difficult for analysts and data scientists to find reliable information quickly. LORE also provides a confidence score to our end users based on its grounding in the domainspace.

Analytics 212
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RabbitMQ vs. Kafka: Key Differences

Scalegrid

Message brokers handle validation, routing, storage, and delivery, ensuring efficient and reliable communication. Message Broker vs. Distributed Event Streaming Platform RabbitMQ functions as a message broker, managing message confirmation, routing, storage, and delivery within a queue. What is RabbitMQ?

Latency 147
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Privacy spotlight: Control compliance in Dynatrace with multiple layers of sensitive data masking

Dynatrace

Masking at storage: Data is persistently masked upon ingestion into Dynatrace. Leverage three masking layers Masking at capture and masking at storage operations exclude targeted sensitive data points. Read more about these options in Log Monitoring documentation. See the process-group settings example in the screengrab below.

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Netflix’s Distributed Counter Abstraction

The Netflix TechBlog

It allows users to choose between different counting modes, such as Best-Effort or Eventually Consistent , while considering the documented trade-offs of each option. After selecting a mode, users can interact with APIs without needing to worry about the underlying storage mechanisms and counting methods.

Latency 251
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Privacy spotlight: Ensure compliance by hard deleting individual records in Grail

Dynatrace

You can use the Grail Storage Record Deletion API to trigger a deletion request. To delete the records, use the Storage Record Deletion API. Check our Privacy Rights documentation to stay tuned to our continuous improvements. See documentation for Record deletion in Grail via API.

Storage 264
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Document Model Support in DynamoDB: Flexibility, Availability, Performance, and Scale.Together at last

All Things Distributed

We are introducing native support for document model like JSON into DynamoDB, the ability to add / remove global secondary indexes, adding more flexible scaling options, and increasing the item size limit to 400KB. NoSQL and Flexibility: Document Model. JSON-style document model enables customers to build services that are schema-less.

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Introducing Netflix TimeSeries Data Abstraction Layer

The Netflix TechBlog

Flexible Storage : The service is designed to integrate with various storage backends, including Apache Cassandra and Elasticsearch , allowing Netflix to customize storage solutions based on specific use case requirements. Note : With Cassandra 4.x There is a lot more information that can be stored into the metadata column (e.g.,

Latency 239