Application

The blog argues that AI depends on networking, outlining scale-up, scale-out, open architectures, and vendor-agnostic planning to control AI cost per token.

The post says AI-era value shifts from hardware to data, models, workflows and AI-native apps, using reusable infrastructure and operating standards.

ASN-DPI correlates control-plane subscriber IDs with user-plane traffic to deliver per-flow, subscriber-aware analytics for QoE, capacity planning, policy, and security.

Aviz Networks with Red Hat outlines ONES orchestration, ASN packet visibility, and Network Copilot for AI factory operations on RHEL and OpenShift.

Aviz describes an education network stack with on-prem private AI, automated compliance reporting, faster troubleshooting, and SONiC open networking.

Aviz Service Nodes use software-defined DPI, deduplicate packets, and export per-flow JSON, IPFIX, and Syslog telemetry from commodity hardware.

Healthcare CISOs need continuous packet-level network evidence for HIPAA, validating encryption and detecting PHI-related anomalies across EHRs and third parties.

PCI-DSS 4.0 moves to continuous proof; the post says packet-derived evidence validates TLS, certificates, traffic, and third-party connections.

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%.

Atos was named a market leader in SAP Services by PAC’s 2026 RADAR, with “Best in Class” rankings across multiple SAP categories.

FastStone Image Viewer 8.3 has vulnerabilities in JP2 and PSD parsing that can enable code execution or crashes.