AI hub and spoke, cloud to edge

Home RCR Wireless News AI hub and spoke, cloud to edge

Some news from today: Lumen Technologies has completed its purchase of networking platform Alkira for about $475 million, as agreed back in May. The transactions will strengthen its ‘east-west’ data center interconnect (DCI) proposition, going between major cloud and AI clusters. Lumen calls Alkira a “bridge” for the firm “between east-west and north-south” AI traffic – as a carrier of both lucrative AI training workloads between cloud regions and new AI inference streams on enterprise delivery networks. The San Jose firm is a “bull’s eye” for Lumen’s M&A strategy, it suggested in May, in terms of both its “strategic alignment and value creation”. The deal is now done.

 

Separately, Nscale has a new $900 million credit facility to provide flexible liquidity to accelerate its AI data center build-out and capital deployment across the US, Europe, and APAC. “We are building the infrastructure that the world’s largest technology companies depend on to train, deploy, and scale AI, and this facility increases our flexibility to do that at speed and at scale,” said chief and founder Josh Payne. So that’s the hub and spoke, then, right there – per the RCR news beat about the networks that connect the data centers in the new AI world. Big deals, both, geared to bring flex in terms of service programmability and sheer buying power.

 

Dell’Oro has just issued a research note that says the market for physical infrastructure in data centers grew 28 percent year-over-year to $12 billion in manufacturer revenue in the first quarter – a fifth consecutive quarter of more than 20 percent growth, as AI demand continues to outpace compute supply. This is about the nuts and bolts of data center construction – about $1 billion has been added to the market just from the sale of ‘heat rejection’ tech. Access to power is still the defining challenge for the buildout,” the firm says. Which tells you where the constraint is for the AI story inside the data center; while outside it is the transport network, as addressed by Lumen and others.

 

Meanwhile, down at the edge of the network (everything?), I’d draw your attention to Druid Software, which has snaffled up RAN software vendor Node-H. This is the killer niche, perhaps – private 5G on enterprise premises, where AI goes to work. A long and informative discussion with Druid chief Liam Kenny gets into it all – about system integration, channel partnerships, enterprise adoption, AI of course; even just the real state of the (post-Nokia) market. Most interesting, he talks about the Node-H strategy to simplify integration of Druid’s core network system with RAN hardware from the big-box shifters like Nokia, and how this will open the market to non-telecoms specialists – including operators, he says, rather tellingly.

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James Blackman
Executive Editor
RCR Wireless News

RCR Top Stories

Private 5G deal: Druid Software has acquired Node-H to simplify the integration of private 4G/5G and broaden the channels through which they are sold – including via operators. The firm says it will help integrators to pair Druid with the best RAN.

Elisa AI results: Elisa tells RCR that AI automation has reduced network incidents by more than 80% as the operator expands 5G monetization through premium services, network slicing, FWA, and private networks.

Anthropic ASIC: Anthropic is reportedly in exploratory talks with Samsung to build a custom AI chip on a cutting-edge 2nm process – a move that would loosen its dependence on Nvidia. Christian has the story. 

DC scenarios: NTT models three AI data center growth scenarios through 2030, concluding that power, supply chains, and infrastructure constraints – not demand – will determine whether AI capacity can keep pace.

Future 5G nets: ANDREW discusses the future of 5G networks, highlighting smarter, AI-enabled infrastructure, antenna innovation, sustainability, and the need for efficient, adaptable solutions to meet growing connectivity demands.

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Insights and Opinion

Agentic RAN: Qualcomm’s new agentic RAN management service links short-term op-ex efficiency with long-term 6G autonomy, using agents and digital twins to optimize RAN operations – and preserve deterministic reliability and operator trust.

6G takes shape: More from Qualcomm: early 6G standardization decisions point to a pragmatic migration path, it says, while new work on 6G spectrum, sensing and distributed compute could unlock fundamentally new use cases

KDDI AI RAN: KDDI has completed a live 5G SA trial of Samsung’s AI-powered RAN Speed Optimizer, achieving average downlink throughput gains of 31% and peaks of 52% – demonstrating AI for per-cell optimization and performance.

Telco imperative: Sean follows up his DTW Ignite narrative with a second viewpoint, based on the same idea, plus the above-linked Qualcomm write-up: how to safely delegate to AI inside systems that were not designed for probabilities.

Agentic proofs: Tencent Cloud claims zero-downtime migration of XLSMART’s 1,200 microservices using agentic AI tools, positioning a reusable, AI-driven cloud migration platform that compresses digital change timelines.

What We're Reading

Lumen buys Alkira: Lumen has completed its deal for Alkira, combining cloud-native network software with its programmable fiber to create a unified AI-ready platform that simplifies multi-cloud connectivity and accelerates enterprise AI.

$900m for Nscale: Nscale has secured a $900m revolving credit facility from a consortium of global banks, boosting liquidity to accelerate AI data center expansion across the US, Europe and Asia-Pacific.

RETN backbone: RETN has expanded its EU backbone with a new Kaunas–Białystok fiber route via Suwałki, increasing route diversity and resilience between the Baltic region and Central Europe to support growing cloud and data traffic.

Critical comms: AT&T will offer Everbridge 360 to enterprises, combining event management software with wireless connectivity for emergency notifications, incident response, location-aware safety, and improved business continuity.

ITG IPO: ITG has completed its initial public offering, raising $323m after selling 22m Class A shares at $16 each. The communications infrastructure services provider will use proceeds to repay debt and support future corporate growth.

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