Observability

Aviz outlines open SONiC networking, subscriber-level observability, and DPI cost reduction for AI-ready 4G/5G/FTTH NOC operations.

Aviz says its Service Node on NVIDIA BlueField-3 offloads control and data-plane packet handling to support line-rate subscriber-aware observability.

Packet-derived visibility can detect ransomware precursor signals in healthcare, even where endpoints lack agents, and improve incident forensics and response.

Salt Typhoon showed a visibility gap in security tooling, not detection. Aviz Deep Network Observability collects and enriches packet traffic for NDR, IDS, SIEM.

Aviz’s DPI engine uses payload intelligence for app/protocol/category classification, supports real-time updates, and exports JSON/Kafka metadata to SIEM.

Aviz Deep Network Observability gives 5G operators real-time QoE, SLA and traffic monitoring, integrating with existing tools and cutting DPI power up to 80%.

Aviz Service Node v2.4 converts packets into app- and user-aware metadata for observability and security, delivered via Kafka JSON.

Federal Zero Trust progress under NIST SP 800-207 advances identity and devices, but network visibility gaps remain for east-west and encrypted traffic.

Aviz ONES for BRCM Enterprise SONiC 4.5.1 adds federal compliance options, FIPS REST services, authentication and hashing changes, scale, and campus tools.

Infoblox agreed to acquire Kentik to combine DNS and asset context with real-time network traffic intelligence and observability for AI-guided workflows.

Datadog acquired Adaptive ML and said the team will join AI Research to work on world models and agent LLM post-training for observability.

Aviz’s blog describes next-gen DPI using payload intelligence, dynamic updates, and JSON/Kafka metadata exports for observability.