Orange integrates Augtera Network AI platform to its NOC tools to leverage AI/ML in daily network operations. This will reduce Network Operation Centers alarms by 70% and prevent failures.

Augtera Networks Platform

Network AI Transforms Network Operations

Network AI uses purpose-built AI/ML to eliminate alert fatigue, reduce incidents by 90%+, and detect future incidents. Network operations teams see more, while doing less. The combination is a virtuous circle of ongoing improvement: a dramatic reduction in the number of incidents and a dramatic reduction in the time to respond to incidents.

Network AI enables operations teams to:

  • See the unknown unknowns
  • Eliminate alert fatigue
  • Prevent future failures

Network AI Uses AI/ML to Find the Needles in the Haystack

Network AI is multi-layer, from physical layer to TCP, cloud logs, and beyond. Networks are different than compute, storage, and applications. They require purpose-built algorithms because patterns, constructs, and behaviors are different. Even networks are different from each other, as are interfaces. Augtera Network AI is built by network experts for network experts.

Network AI finds “AI Needles” in the Network Operations data “haystack”

Network AI leverages both community-based classifiers for experience-based high-fidelity signals, as well as learned full and gray failures, detected by 9+ Augtera purpose-built algorithms. Anomalies that have already impacted KPIs are responded to quickly, and anomalies that are likely to cause future failures can be prevented. Some of the many use cases include optical signal degradation, VLAN BPDU errors, IP traffic anomalies, BGP session errors, Impact of fabric congestion on applications, latency packet loss anomaly detection, and more.

Augtera Network AI

Learn how Augtera Network AI reinvents network operations by applying machine learning to mine data from various parts of the infrastructure to produce AI insights to be consumed either by humans or automation tools.

Presented by Rahul Aggarwal and John Heinz at Networking Field Day, May 6, 2022.

  • Flexible Data Ingestion
  • Auto-discovered Network Model
  • Automated Anomaly Detection
  • Multi-layer Auto-correlation
  • Automated log analysis
  • Multi-Layer Assisted Correlation
  • Automated Workflows
  • Visualizations and Dashboards
  • Augtera Networks Platform DevOps friendly APIs

Flexible Data Ingestion

Built to ingest and normalize every data point via SNMP, syslog, telemetry streaming (OpenConfig based gRPC/gNMI or protobuf), sFlow, IPFIX, ERSPAN, REST APIs, TWAMP, Augtera and 3rd party synthetic probes, Augtera streaming API, Kafka and custom data sources. Your custom JSON data can be dynamically normalized.

Enterprise and Provider Class Capabilities

Designed with support for operational capabilities and scale that enterprises and providers need.

  • Role based access control (RBAC)
  • Single sign on (SSO)
  • Multi-tenancy to support different teams or even to provide Augtera AI insights to your customers
  • High availability
  • Proven at scale in hyper-scale deployment

Noiseless anomaly detection, root identification, and policy-based notification all combine to deliver operationally relevant needles, continuously, and proactively, from a data haystack that was previously only mined manually, infrequently, and reactively.

eCommerce hyperscalers, service providers, leading financials, retailers, and other Enterprises are adopting the Augtera Network AI platform for its ability to transform network operations. Detection, mitigation, and remediation times are decreased by 60% to 90%, with network engineer action occurring in less than one minute. 

Billions of data points per day are analyzed in real-time, continuously, and automatically. Noise is eliminated, skilled operations resources are focused sooner on fewer, highly relevant incidents. Operations teams can also have more time, to proactively respond to gray failures and other emerging trends, preventing future incidents.

A new platform, designed from the ground up, to streamline the process of getting to mitigation as fast as possible.

Augtera Networks Platform Related Resources