Remove tags detection
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Machine Learning for Fraud Detection in Streaming Services

The Netflix TechBlog

Detection of fraud and abuse at scale and in real-time is highly challenging. We present a systematic overview of the unexpected streaming behaviors together with a set of model-based and data-driven anomaly detection strategies to identify them.

C++ 312
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Dynatrace supports Amazon Linux 2023 as an AWS launch partner

Dynatrace

This is done by detecting availability and performance problems in real time across an entire technology stack while presenting teams with answers — not alert storms. Saving your cloud operations and SRE teams hours of guesswork and manual tagging, the Davis AI engine analyzes billions of events in real time.

AWS 278
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The right person at the right time makes all the difference: Best practices for ownership information

Dynatrace

Assign teams to services This correlation between people and software is crucial; if a problem occurs or a new security vulnerability is detected, it’s critical to quickly and easily know who is responsible and owns each specific software artifact. Dynatrace will automatically recognize the existing tags as ownership metadata.

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Enhanced root cause analysis using events

Dynatrace

For example, Dynatrace organizes entities into management zones and can tag them with important information, such as the owner and environment. Dynatrace Davis is the causation-based AI engine that drives issue detection and root cause analysis in Dynatrace. CPU problem without a detected root cause. Who needs to be alerted?

DevOps 178
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Measuring the importance of data quality to causal AI success

Dynatrace

Causal AI applies a deterministic approach to anomaly detection and root-cause analysis that yields precise, continuous, and actionable insights in real time. Another common impediment is manual data tagging and handling, an error-prone process that teams should minimize. But to be successful, data quality is critical.

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Connect your software with the right people: Ownership drives effective collaboration

Dynatrace

It’s Friday afternoon, and an urgent warning message arrives: a critical security vulnerability is detected, which affects several parts of your environment. Metadata and tags can be assigned to dedicated parts of your environment, such as hosts, services, and Kubernetes objects. Who you gonna call?

Software 195
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Dynatrace for AWS Compute Optimizer

Dynatrace

As Dynatrace detects memory usage—whether over or under allocated—these metrics are automatically streamed via application programming interface to AWS Compute Optimizer and associated to the respective EC2 instances as auto-tagged by Dynatrace.

AWS 203