Cognitive Unified Edge campus management with AI-driven analytics, root cause analysis, and cloud or on-premises deployment
Arista CloudVision CV-CUE (Cognitive Unified Edge) is the network management platform for the Arista Cognitive Campus and Cognitive Wi-Fi product families, providing centralised lifecycle management across both wired campus switches and wireless access points from a single interface. The management architecture is built around a cloud-based analytics engine that continuously baselines network behaviour using historical telemetry data (association patterns, RF channel utilisation, client roam events, application latency) and uses machine learning to identify anomalies and generate root cause analysis reports when client experience degrades. Rather than presenting raw event streams that require an operator to diagnose manually, CV-CUE correlates events across the wired and wireless layers to identify the specific configuration change, hardware fault, or RF event that caused the degradation and surfaces that finding directly to the operator.
Two deployment models are available: a fully managed cloud subscription where Arista operates the management infrastructure, and an on-premises CVP Cluster deployment where the customer installs a 3-node cluster on their own hardware running Alma Linux. The Standard CVP Cluster configuration (28 vCPUs, 52 GB RAM, 2 TB storage per node) scales to 250 managed switches and 3,000 APs, sufficient for mid-to-large campus deployments. The Extended configuration (70 vCPUs, 116 GB RAM, 6 TB storage per node) extends that ceiling to 1,000 managed switches and 5,000 APs, covering large enterprise and university campus deployments that cannot use the cloud subscription model due to data sovereignty, air-gap, or uptime requirements. Remote packet trace capture allows operators to collect wireless frames from a specific AP and client at a remote branch without dispatching a technician on-site.
The CV-CUE analytics engine continuously baselines network behaviour for each AP and switch in the managed estate, building a statistical model of what normal performance looks like for that device's specific client population, location, and time of day. When a client reports a connectivity problem, the engine queries the historical baseline to identify whether the issue correlates with a documented RF event (interference, channel change, AP reboot), a wired-side event (VLAN misconfiguration, switch port flap, upstream latency increase), or a client-side condition (driver version, roaming behaviour). This correlation reduces the mean time to diagnose a wireless complaint from the hours typical of manual log analysis to minutes, and directs the operator's attention to the actual cause rather than requiring them to rule out unrelated events first.
CV-CUE manages both Arista Cognitive Campus switches and Cognitive Wi-Fi access points from a single platform: configuration templates, firmware updates, policy changes, and analytics are applied across the wired and wireless layers simultaneously from one interface, rather than requiring separate management tools for each layer. For a campus that has deployed a mix of Arista 720D or 720XP campus switches and C-330 or C-460 Wi-Fi 7 access points, this unified management means that a VLAN change applied at the switch level propagates to the AP configuration in the same workflow, and that a client connectivity issue can be traced from the wireless association through the switch port to the uplink without switching between management contexts.
CV-CUE can initiate a wireless packet capture directly from a specific AP at a remote site and stream the results to the operator's workstation as a Wireshark-compatible capture file, without requiring a field technician to visit the site with a packet capture adapter. This remote capture capability is the operational distinction between CV-CUE and traditional wireless management platforms where protocol-level diagnostics require physical presence. For multi-site organisations where the operator is centralised and the APs are distributed across dozens of locations, remote capture eliminates the travel cost and delay associated with on-site wireless troubleshooting while providing exactly the same diagnostic data quality.
The cloud subscription model eliminates controller hardware procurement and the ongoing operating cost of managing a 3-node cluster, and provides automatic platform updates as CV-CUE capabilities are extended. The on-premises CVP Cluster model, running Alma Linux on hardware the customer provisions, is the choice for organisations with data sovereignty requirements that preclude sending network telemetry to a cloud service, air-gapped environments where no WAN connectivity to a cloud platform is available, or operational risk profiles that require the management platform to continue functioning when the internet connection is unavailable. Both models use the same CV-CUE interface and support the same feature set; deployment model is a per-organisation choice rather than a capability trade-off.
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