Oracle expands HPE Juniper Networking deal to support AI infrastructure build-out

itpro.com Sep 4, 2026

Oracle expands HPE Juniper Networking deal to support AI infrastructure build-out

Curated by Shubham · TechCapsules · Sep 4, 2026

AI-summarised brief · reviewed before publication

Oracle has expanded its existing collaboration with HPE Juniper Networking to support the global build-out of AI infrastructure within its data centers. The multi-year agreement involves the deployment of HPE Juniper’s PTX and MX routing platforms, alongside QFX and EX switching platforms, across Oracle’s worldwide facilities. This expansion also includes comprehensive multi-year networking support services. HPE executives stated the partnership advances a high-performance architecture designed to manage traffic, power, space, and operational demands in large-scale AI environments. Currently, HPE Juniper equipment supports key elements of Oracle Cloud Infrastructure’s data center and edge networks. As Oracle expands its AI superclusters, the new QFX switches will provide necessary high-density connectivity, dynamic load balancing, and advanced congestion management for large RoCEv2 AI backend networks, addressing increasing demands on bandwidth, latency, and fault recovery.

💡 Why It Matters

· The deal underscores the critical need for specialized networking hardware to handle the extreme bandwidth and latency requirements of modern AI superclusters.
· It validates HPE Juniper’s technology as a foundational component for next-generation cloud infrastructure scaling.

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Healthcare Cloud Computing Market Valued at US$84.5 Billion in 2026, Reaching US$240.3…

Global healthcare cloud computing is projected to reach $240.3 billion by 2033, up from $84.5 billion in 2026, reflecting a 16.1% CAGR. The surge stems from rapid digital transformation, wider adoption of electronic health records, telemedicine, artificial intelligence, and connected medical devices. Providers are moving clinical, administrative, imaging and analytics workloads to cloud platforms to boost scalability, interoperability, cybersecurity and operational efficiency. Cloud infrastructure supports flexible data access, remote care, coordinated treatment, advanced analytics and value‑based care models. The World Health Organization reports that 129 member states—over 60% of countries—had national digital health strategies by 2025, underscoring the push for scalable, connected digital health infrastructure. Market segments span solutions versus services, public, private and hybrid deployments, and a range of applications today.

💡 The market’s explosive expansion forces hospitals to replace legacy IT with cloud‑based systems, instantly widening patient data access and enabling real‑time care coordination.

$Xbox places monthly time limits to its paid cloud gaming service, insists only a fraction of players will be impacted$

eurogamer.net · Sep 4

Xbox places monthly time limits to its paid cloud gaming service, insists…

Xbox announced that its cloud gaming service will impose hard monthly time limits starting in November. Players who reach the cap can purchase additional hours directly from the Xbox store, though pricing details remain undisclosed and may differ by market. The company cites rising operational costs as more users stream games for longer periods, arguing that limits will help sustain service reliability and performance. Statista data suggests only about four percent of Xbox’s player base will be affected, according to the company.

💡 The move signals a shift toward monetizing cloud play, potentially redefining how gamers access titles amid escalating infrastructure expenses.

forbes.com · Sep 4

Before You Buy More Hardware, Check What Your Cluster Is Really Using

Artificial intelligence demand has severely strained the global hardware market, with Big Tech projected to spend approximately $700 billion on AI infrastructure in 2026. This surge has driven a 130% increase in combined DRAM and solid-state drive prices, creating a cost structure that enterprises must navigate for the next two to three years. Supply chain disruptions are evident, with lead times for large memory orders extending beyond 40 weeks. Some organizations have faced cancelled orders as hyperscalers prioritize their contracts, forcing others to request significantly higher budgets for the same hardware capacity. Yasmin Rajabi, Chief Operating Officer at CloudBolt Software, highlights that many platform teams mistakenly believe their clusters are maxed out. She advises companies to audit actual cluster usage before purchasing additional hardware, suggesting that optimizing existing resources may alleviate the pressure of inflated costs and scarcity rather than expanding physical infrastructure.

💡 Organizations risk severe financial inefficiency by blindly scaling hardware during a supply crisis. Auditing existing cluster utilization prevents unnecessary capital expenditure when memory prices are inflated by 130%.

9to5google.com · Sep 3

Xbox Cloud Gaming will limit players to 15 hours per month before…

Microsoft announced a new policy for Xbox Cloud Gaming that caps Game Pass subscribers at 15 hours per month, with lower tiers receiving 5–15 hours. The restriction will affect about 4% of subscribers and will take effect in November. Once the limit is reached, users can buy additional hours through the Xbox Store, and non‑subscribers can also purchase cloud gaming time. Microsoft cites rising infrastructure costs, especially amid the RAMageddon event, as the reason for the change.

💡 The move signals a shift toward monetizing cloud play, potentially reshaping how gamers access titles and how subscription services balance cost and value.

itbrief.asia · Sep 3

Teradata links Autonomous Knowledge Platform to OneLake

Teradata announced that its Autonomous Knowledge Platform is now integrated with Microsoft OneLake, enabling customers to run AI and analytics workloads directly on data stored in OneLake without copying it. The integration leverages the Apache Iceberg open table format and uses Microsoft Entra ID for authentication and access control, allowing queries through standard Iceberg APIs. By reading OneLake tables in place, organizations can avoid separate extract‑transform‑load pipelines, reduce storage costs, and streamline governance, as data lineage and permissions remain attached to the original dataset. The move aligns with a broader industry shift toward open data architectures that let enterprises combine multiple cloud environments without consolidating data into a single proprietary system. It also expands Microsoft Fabric’s utility for enterprise analytics while giving Teradata users seamless access to Microsoft’s storage layer.

💡 It lets AI teams start feature engineering instantly, cutting weeks of data‑pipeline work and preserving security policies across hybrid clouds.

hospitalitynews.in · Sep 3

Marriott International Elevates Guest Experience with Oracle Cloud Partnership

Marriott International has partnered with Oracle to implement Oracle Hospitality OPERA Cloud as its primary property management system. This strategic move targets Luxury, Premium, Select Service, and Midscale properties, aiming to enhance guest experiences and operational efficiency. The platform integrates sales, event management, and upselling capabilities while leveraging Oracle Cloud Infrastructure for unified data insights. Additionally, Marriott is adopting Oracle Fusion Cloud Human Capital Management to modernize HR processes. The company is also establishing a multicloud environment using Oracle Cloud Infrastructure and Microsoft Azure. Oracle Hospitality, with over 45 years in the industry, provides comprehensive software and services designed to personalize guest interactions and boost profitability. This collaboration underscores Marriott’s commitment to technological innovation, ensuring staff can focus on service quality while the backend systems handle complex operational tasks securely and efficiently across its global portfolio.

💡 Consolidating property management and human resources onto a single cloud provider creates a unified data ecosystem that eliminates operational silos. This integration allows Marriott to derive actionable guest insights directly from workforce and operational metrics, driving personalized service at scale.