Aviz details network copilot 1.0 AI assistant for network performance analysis
Aviz Network Copilot 1.0 is an AI-based tool designed to support network operators by using Machine Learning (ML) and Natural Language Processing (NLP) to analyze network performance and resource use. This solution offers a conversational interface for monitoring, troubleshooting, and capacity planning, aiming to streamline network management for enterprise IT teams.
Research overview
Network Copilot uses data collected from multiple network platforms through protocols such as Simple Network Management Protocol (SNMP) and ONES Collector. It integrates metrics from various network operating systems including Arista Earth Observation Satellite (EOS), SONiC, Cumulus, and Cisco NX-OS to provide a unified view across multi-vendor, on-premises (on-prem) networks. The system standardizes diverse network data for comprehensive analysis.
Technical breakdown
The platform employs large language models to facilitate interactions via natural language prompts, allowing operators to ask questions and receive insights in conversational formats. It supports graphical data representations such as pie charts, bar charts, and timeline graphs to visualize network utilization, inventory distribution, and performance trends. It also performs computations to calculate averages, counts, and percentages for enhanced data interpretation.
Key findings
Network Copilot can detect anomalies including Central Processing Unit (CPU) spikes, excessive memory usage, and unexpected traffic surges that may precede network failures. It aids in identifying bandwidth utilization versus availability, enabling capacity planning and infrastructure optimization. Additionally, the tool assists in verifying network compliance against established configurations.
Operational impact
The conversational interface and visual tools aim to improve the efficiency of network monitoring and troubleshooting. By automating anomaly detection and providing detailed performance metrics, Network Copilot seeks to reduce manual effort and improve decision-making regarding network maintenance and upgrades. Secure HTTPS and Application Programming Interface (API) integrations protect data during system interactions.
Aviz Network Copilot 1.0 offers network operators an AI-driven assistant capable of delivering insights through natural language queries and graphical analyses. This Blog Signals brief provides an objective summary of the tool's capabilities and potential utility for enterprise network management teams.