
Cisco’s new data‑center monitoring UI lets operators pinpoint a red‑link event and trace it to the exact hardware fault within seconds. The dashboard aggregates Ethernet interface metrics, CRC errors, power‑module temperatures, and GPU utilization, then layers job‑specific topology so users can see which servers and optics a workload employs. By clicking through the interface, engineers can drill from a high‑level alert to a particular GPU (e.g., GPU 3 on UCS‑1) and discover that a transceiver’s temperature exceeded its maximum threshold. The system highlights the anomalous leaf‑to‑GPU link in red, displays optics details, and even surfaces remediation steps directly in the UI. The video demonstrates a live scenario where a job‑specific topology reveals a faulty transceiver, confirming the root cause without manual log analysis. Cisco emphasizes that the visual drill‑down replaces lengthy CLI checks, turning a multi‑hour investigation into a few clicks. For data‑center operators, this capability shortens mean‑time‑to‑repair, improves SLA compliance, and maximizes hardware utilization by preventing cascading failures.

The video examines why modern solid‑state drives are running hotter than their predecessors, linking the trend to rising storage densities and the shift from PCIe Gen 4 to Gen 5 interfaces. As NAND cells pack more bits and controller logic speeds up, each...

The video explains Forward Networks’ approach to predicting every possible network path by modeling load‑balancer behavior at a granular, packet‑by‑packet level. By applying queueing‑theory concepts, the team deconstructs policy‑based load‑balancing configurations to expose the underlying paths and decision points that...

Xsight Labs has its programmable, power-efficient Ethernet switches selected for SpaceX’s Starlink Gen 3 satellites, with multiple switches per satellite slated to launch in large volumes this year. The company won a competitive evaluation focused on programmability, power efficiency and...

Hammerspace’s core capability is aggregating metadata from diverse underlying storage systems—object and NAS—into metadata servers that sit outside the data path to create a single global namespace. The platform assimilates metadata (a process that takes days, not instant) so organizations...

Hammerspace offers a data-management platform that decouples data from underlying infrastructure, creating a virtually infinite, location-agnostic storage layer across clouds and on-prem systems. The company aggregates metadata across the data estate to eliminate silos, speed pipelines and enable seamless use...

Cisco tested its proprietary deep networking model against generalist LLMs (GPT-5, Lambda/Gemma, GPTO OSS) on a 590-question MCQ benchmark and reported roughly a 20% performance advantage. The company credits that lead to training on its own networking data, yielding more...

Cisco engineers warn that many enterprise network teams are unprepared for the unique demands of modern data-center traffic, particularly sustained, ultra-high-bandwidth flows between GPUs. Designing for these workloads requires precise spatial engineering of traffic, careful class-of-service configuration and detailed topology-aware...

Speakers argue that relying solely on rented cloud GPU resources is discouraging AI research because usage-based billing forces researchers to limit experimentation. They advocate for on-premises GPU infrastructure—capitalized once and reused over long lifecycles—to enable sustained exploration, hand down hardware...