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An alert touches multiple segments of the network, representing the challenge to reduce false positives
Deep Network Observability

How to Reduce False Positives with Shared Context

False positives are rarely caused by too many alerts, but by missing context. Let’s say a spike in outbound traffic shows up in the firewall logs. Around the same time, ...

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Magnifying glass on top of a diagram that looks like both a fingerprint and a network, representing end-to-end network troubleshooting
Network Operations

Why Most Performance Investigations Start in the Wrong Place

A padlock silhouetted against a dark background, surrounded by a spray of white particles, representing password spraying detection.
Security Operations

What Password Spraying Looks Like in Raw Network Telemetry

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A graph showing network changes over time, representing network capacity planning
Network Operations

Smarter Network Capacity Planning with Flow-Based Analytics

Network teams face a constant balancing act between performance and cost. Underestimate network demand, and users feel the pain

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NPMD

Machine learning takes the guesswork out of network capacity planning

It likely will come as no surprise that the machine learning (ML) market is expected to experience a compound annual

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