LLMs and AI are Processing Data Telemetry Overnight 📊 🧠

Jason Gintert talks about a powerful use case for LLMs in network operations: overnight data processing.

#TFDPodcast #NFD40 #Networking #LLMs #DataTelemetry #DataProcessing #NetworkData

LLMs and AI are Processing Data Telemetry Overnight 📊 🧠

Jason Gintert talks about a powerful use case for LLMs in network operations: overnight data processing.

#TFDPodcast #NFD40 #Networking #LLMs #DataTelemetry #DataProcessing #NetworkData

Whether you need country-level data or full-resolution geolocation, there's an IPinfo product built for the job.

Find the level of detail that fits your use case.

https://ipinfo.io/products

#IPGeolocation #GeolocationAPI #NetworkData

Can “99.8% accurate” IP data actually be trusted?

It sounds precise and scientific, but once you look closer, it becomes difficult to interpret and even harder to validate. Here’s why 🧵

#IPGeolocation #NetworkData #Cybersecurity

When you compare IP data providers, the differences show up in how the data is maintained and delivered.

Update frequency, usage limits, and accuracy across tiers all affect performance.

How IPinfo compares: https://ipinfo.io/compare/maxmind-alternatives

#IPGeolocation #NetworkData #DataAccuracy

ProbeNet now includes a new point of presence in Hiroshima. Expanding coverage here helps capture those differences more precisely.

Check out how ProbeNet expanded over Q1: https://ipinfo.io/blog/probenet-q1-2026-expansion

#NetworkData #IPGeolocation

An IP is flagged as a #ResidentialProxy. Now what?

The classification is just the starting point.

percent_days_seen and last_seen add the time-based context needed to understand behavior.

Explore the data: https://ipinfo.io/data/residential-proxy

#NetworkData #Cybersecurity

Based on our original research, this is why mobile roaming breaks IP geolocation and how prefix classification helps fix it 👇

#IPGeolocation #MobileNetworks #NetworkData

Ready to lasso up your data? 🤠🐎

Learn to wrangle messy relational data, analyze networks, and present compelling results with "Wrangling, Visualizing, and Modeling Network Data!"

Learn more here: myumi.ch/n1mJ9

#SumProg26 #ICPSR #NetworkData #WranglingData

Good Telemetry Helps You Fix the Right Problem 📊 🔨

Tom Hollingsworth talks about immediacy bias in networking and how lack of visibility leads to fixing symptoms instead of real problems.

#TFDPodcast #NFD40 #Telemetry #DataProcessing #Networking #NetworkData #Data #AI

ID: CVE-2024-43803
CVSS V3.1: MEDIUM
The Bare Metal Operator (BMO) implements a Kubernetes API for managing bare metal hosts in Metal3. The `BareMetalHost` (BMH) CRD allows the `userData`, `metaData`, and `networkData` for the provisioned host to be specified as...
#security #infosec #cve-alert

Colorado Health Network: Colorado Health NetworkData Breach Colorado Health Network Confirms Data Breach Exposing Sensitive Patient Information Colorado Health Network (CHN), a provider of holistic...

#cyber #Ransomware

Origin | Interest | Match

Good Telemetry Helps You Fix the Right Problem 📊 🔨

Tom Hollingsworth talks about immediacy bias in networking and how lack of visibility leads to fixing symptoms instead of real problems.

#TFDPodcast #NFD40 #Telemetry #DataProcessing #Networking #NetworkData #Data #AI

Colorado Health Network: Colorado Health NetworkData Breach Colorado Health Network Confirms Data Breach Exposing Sensitive Patient Information Colorado Health Network (CHN), a provider of holistic...

#potato #Ransomware

Origin | Interest | Match