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Metric Extraction From Logs
Posted on Tuesday, October 25th, 2022 by Mark Seery

Data types such as SNMP and sFlow are structured with metric extraction in mind. Unstructured log messages often focus more on human readability, though they also contain a wealth of metric data. Augtera’s LogAI can extract metrics from unstructured log messages, apply AI/ML algorithms developed for metrics, detect anomalies, eliminate noise, and notify ServiceNow, Slack, customer Automation systems and more. 

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LogAI vs Existing Log Solutions
Posted on Tuesday, October 4th, 2022 by Mark Seery

LogAI is focused on automated real-time Network Operations, creating operationally relevant insights at the speed of streaming log data, and automatically responding based on customer preference.

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JSON Log and Kafka Support in LogAI
Posted on Tuesday, September 27th, 2022 by Mark Seery

On September 20th, 2022, Augtera Networks announced LogAI support for JSON and Kafka, both of which are increasing in use by Network Operations teams, and IT in general. This support adds to LogAI’s flexible ingestion, structured query, regex, and flexible notification/publication capabilities

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LogAI – A New Log Experience
Posted on Tuesday, September 20th, 2022 by Mark Seery

Today we are excited to announce a new category of log solution. LogAI is purpose-built for Network Operations, and purpose-built for real-time anomaly detection and automation. This is a totally new experience of log data, purpose-built for real-time Network AIOps of log data.

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Eliminating Network Alert Storms
Posted on Tuesday, September 13th, 2022 by Mark Seery

Eliminating Network alert storms is critical because they are disruptive to Network Operations in multiple ways.

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SNMP Fits Network AI Well
Posted on Tuesday, September 6th, 2022 by Mark Seery

When discussing Network AI, we sometimes get some interesting reactions to SNMP. Specifically when we reveal the amount of effort we have put into a powerful and scalable SNMP “engine”, and our claim that it actually works! 

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Autonomous Networks & Network AI
Posted on Tuesday, August 30th, 2022 by Mark Seery

AI/ML is going to make significant contributions to fidelity, prevention, and sustainability. The first significant beneficiaries may be network operations. The ultimate win though, may be for autonomous networks.

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Where is the “Network” in AIOps? 
Posted on Tuesday, August 23rd, 2022 by Mark Seery

Where is the “network” in AIOps? No where in most AIOps discussions. That all changes with Augtera’s Network AI.

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Where AI Shines in Networking
Posted on Tuesday, August 16th, 2022 by Mark Seery

What exactly is AI good for? Quite a bit it turns out, and specifically for network operations, where AI is now shining.

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Structure in Unstructured Logs
Posted on Tuesday, August 9th, 2022 by Mark Seery

Today, there are many sources of unstructured data that are a wealth of valuable information to network operations teams. In this blog we discuss some of the ways Augtera’s Network AI finds and uses structure, in unstructured logs. 

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