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Machine Learning for Fraud Detection in Streaming Services

The Netflix TechBlog

Based on this reasoning, we tag all the accounts that acquire licenses very quickly as anomalous. It should be noted that the heuristics, even though work as a great proxy to embed the knowledge of security experts in tagging anomalous accounts, may not be completely accurate and they might wrongly tag accounts as anomalous (i.e.,

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IT Operations: A Use Case in the 2023 Gartner Critical Capabilities for Application Performance Monitoring and Observability

Dynatrace

In the recently published Gartner® “ Critic al Capabilities for Application Performance Monitoring and Observability,” Dynatrace scored highest for the IT Operations Use Case (4.15/5) AI can help automate tasks, improve efficiency, and identify potential problems before they occur. 5) in the Gartner report.

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Building Netflix’s Distributed Tracing Infrastructure

The Netflix TechBlog

If we had an ID for each streaming session then distributed tracing could easily reconstruct session failure by providing service topology, retry and error tags, and latency measurements for all service calls. Edgar uses this infrastructure tagging schema to query and join traces with log data for troubleshooting streaming sessions.

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Dynatrace supports SnapStart for Lambda as an AWS launch partner

Dynatrace

With SnapStart enabled, function code is initialized once when a function version is published. Saving your cloud operations and site reliability engineering teams hours of guesswork and manual tagging, the Davis AI engine analyzes billions of events in real time. What is Lambda SnapStart? Built for enterprise scalability.

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New Series: Creating Media with Machine Learning

The Netflix TechBlog

These timecode tags enable efficient discovery, freeing our creators from hours of categorizing footage so they can focus on creative decisions instead. With media-focused ML algorithms, we’ve brought science and art together to revolutionize how content is made.

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Detecting Speech and Music in Audio Content

The Netflix TechBlog

In this blog post, we will introduce speech and music detection as an enabling technology for a variety of audio applications in Film & TV, as well as introduce our speech and music activity detection (SMAD) system which we recently published as a journal article in EURASIP Journal on Audio, Speech, and Music Processing.

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ConsoleMe: A Central Control Plane for AWS Permissions and Access

The Netflix TechBlog

This mapping can be generated through role tags that indicate which users/groups are allowed to retrieve credentials for the role, ConsoleMe’s Dynamic Configuration , or through an organization’s custom logic. Administrators use it to manage permissions and tags for common resource types.

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