htap workloads

About this tag
Discussions tagged with htap workloads on WindowsForum.com focus on enterprise AI infrastructure and cloud storage performance. A notable thread examines ServiceNow's validation of AI cloud parity using Microsoft Azure Ultra Disk Storage, comparing it to on-premises NVMe. The topic covers throughput, tail-latency, and availability requirements for hybrid transactional/analytical processing (HTAP) workloads in cloud environments. Recurring themes include Azure region deployment, hardware refresh cycles, and achieving global SaaS scale with managed block storage. The tag is relevant for IT professionals evaluating Azure storage options for demanding AI and HTAP scenarios.
  1. ServiceNow Validates AI Cloud Parity With Azure Ultra Disk Over On Prem NVMe

    ServiceNow’s claim that it has achieved “AI cloud parity” with on‑premises NVMe using Microsoft Azure Ultra Disk Storage marks a notable moment in the enterprise AI era: a major SaaS platform says managed cloud block storage now meets the throughput, tail‑latency and availability demands...