Vijay Gill In remembrance

As networks converge and virtualize — and as copper plant is finally retired — service providers are unlocking space and power in their headends and central offices. Those facilities are now ideally positioned to host the low‑latency, domain‑specific AI workloads enterprises are demanding. https://lnkd.in/eFka6nzx

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Ever wonder how much roaming revenue gets lost in bad data? It’s more than you think. Inconsistent records, manual errors, and outdated clearing systems can quietly eat away at margins — and no one notices until it’s too late. That’s why I find Syniverse’s Data Clearing House so valuable. It’s not flashy — but it works. It validates every record to GSMA standards, automates the messy parts, and gives operators real confidence in the numbers. With 650+ partners already connected, it’s helping streamline roaming and protect revenue without the usual headaches. https://lnkd.in/eDBGFE-7 #RoamingSolutions #Telecom #Syniverse

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🚨𝐓𝐡𝐞 𝟔𝐆 𝐐𝐮𝐞𝐬𝐭𝐢𝐨𝐧: 𝐖𝐢𝐥𝐥 𝐨𝐩𝐞𝐫𝐚𝐭𝐨𝐫𝐬 𝐝𝐞𝐬𝐢𝐠𝐧 𝐚𝐧𝐝 𝐜𝐨𝐧𝐭𝐫𝐨𝐥 𝐭𝐡𝐞 𝐩𝐥𝐚𝐭𝐟𝐨𝐫𝐦, 𝐨𝐫 𝐦𝐞𝐫𝐞𝐥𝐲 𝐜𝐨𝐧𝐬𝐮𝐦𝐞 𝐢𝐭? For five generations, a familiar pattern has played out in telecommunications: operators invest billions in spectrum & infrastructure, while ceding architectural control to a small handful of equipment vendors. We became experts at procuring & operating networks we don't own, on platforms we cannot modify, with AI layers we cannot audit. The result? The "Connectivity Trap"—stagnant ARPUs despite exponential data growth. A groundbreaking new paper by Dr. David Soldani at Rakuten Mobile, Inc. outlines a radical, necessary architectural reset for 6G. The core thesis is simple yet disruptive: We must completely flip the traditional deployment hierarchy on its head. We need to move Technology Last & put Control, Customers, Business & Operations First. 💡 The 2 Architectural Breakthroughs We Must Watch The 6G Control Compact: A strict ownership taxonomy (Own, Federate, Consume). Operators must own the control plane, the data layer & the AI substrate. If your AI inference layer is an un-auditable vendor black box, you’ve lost network sovereignty. The Guarantee Economy: Moving away from charging per megabyte. Instead, operators offer contractually enforceable Service Level Objectives (SLOs). Think guaranteed sub-10ms edge AI inference, deterministic 1ms industrial robotics links, or automated Sensing-as-a-Service (ISAC). 📉 This Isn't Academic Aspiration—It's Operationally Proven The industry has been burned by over-hyped 5G enterprise use cases that failed to scale due to manual operational bottlenecks. 6G changes the game by treating the network as software. Powered by an open, eBPF-instrumented kernel layer, Kubernetes orchestration & Agentic AI operating in closed-loop control loops (Intent ➔ Observe ➔ Decide ➔ Act), true zero-touch automation becomes viable. Rakuten Mobile's production data proves the economic validity of this model. As the world’s first national-scale, fully cloud-native Open RAN deployment, they achieved full-year EBITDA profitability. 📅 The 2026–2028 Window is Critical The architectural decisions made over the next 24 months will determine whether 6G defaults to an operator-controlled service platform or an expensive vendor-dependent pipe. Brownfield incumbents must start demanding open data access, CNCF-conformant MLOps, & API capability exposure today. Are we ready to reclaim the software layer and turn the cell site into an edge-compute profit center? More updates available at Modern Telco AI Networks Conference. https://lnkd.in/gxj-SN58 ♻️ Repost to help your network get started 👉Subscribe to #global5gevolution newsletter https://lnkd.in/ge9gsyjE 👉Subscribe to our YouTube https://lnkd.in/g8M7YvKq 👉Follow us on Kaneshwaran Govindasamy & Global 5G Evolution 👉Click comments #Telecom #6G #OpenRAN #AgenticAI #CloudNative #NetworkSovereignty #AIRAN

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#MSO and #telco operators can transform their networks and services with Edge AI. Learn how an ML model on an embedded Neural Processing Unit (NPU) detects transient interference.

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Cloud-native networks: greener, leaner, smarter. In my latest for RCR Wireless News, I explore how cloud-native #telecom architecture isn’t just about agility and speed — it’s also key to building more sustainable, cost-efficient networks. From dynamic scaling to reduced hardware needs, discover five ways cloud-native design helps operators cut energy use, shrink carbon footprints and scale smarter. 🔗 Read the full piece: https://lnkd.in/ggtnCgiC #telecom #cloudnative #5G #sustainability #telcocloud #AI #networks #greenIT #cloud Boost Mobile Spirent Communications

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🚀 New Episode of Telemetry Now! Network teams are overwhelmed with data but lack the insights they need. That's why Kentik has transitioned from mere observability to genuine network intelligence. Today, we're thrilled to present an in-depth exploration of the latest development in that journey: AI Advisor. In this episode, Mav Turner joins us to explore: ✨ Why the industry is moving from dashboards to AI reasoning systems ✨ The transition from Kentik Journeys to the AI Advisor ✨ How natural-language interfaces, RAG, and tool calling facilitate real operational workflows ✨ Why enriched, multi-dimensional network data forms the basis for dependable AI ✨ Practical use cases: optimizing your network, custom context, runbooks, and more ✨ How Kentik ensures AI remains secure, trustworthy, and aligned with NetOps needs Whether you're investigating agentic AI in network operations or already advancing toward autonomous NetOps, this episode provides a clear view of what's achievable and why AI Advisor is designed for practical operators rather than hype. 🎧 Listen now:

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Pleased to see views broadly agree here at Network X in Dallas on network providers' experiences on the growth of commercial AI traffic. Among many examples is AT&T SVP and Network CTO Yigal Elbaz's keynote speech, where he observed AI traffic growth being small so far, but there are already observable changes in traffic patterns, which leads to an expectation of brisk AI traffic growth driving volumes through 2030. #Omdia #NetworkX #ATT #AInetworking #TelcoB2B #TrillionDollarMission

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The enterprise MCN landscape is shifting and maturing, observations and what to watch as Lumen integrates Alkira's MCN capabilities in my IDC Link. https://lnkd.in/gjGEKUmf #MulticloudNetworking #MCN #Networking #AI #EnterpriseIT #IDC

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Is open RAN dead? We've been asking that question for a long time. It depends on who you ask. But considering it's in operators' RFPs, I think it's safe to say it's "arrived." “I think we should see the evolution of the RAN as a continuous, incremental process, rather than changing everything overnight,” said Monica Paolini, principal at the analyst/consulting firm Senza Fili. “In that sense, it gives me a sense that things are much more under control in terms of cost, performance and risk.” Yigal Elbaz Alok Shah Masum Mir Cristina Rodriguez Aji Ed Joe Constantine Monica Paolini https://lnkd.in/gpvPE84V

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AT&T will tap into Amazon Leo's satellite network to connect business customers that are outside the reach of AT&T's networks. AT&T will also plug into the AWS Outposts hybrid platform to migrate workloads off its current on-premises systems. A pair of other broadband operators -- Comcast and GCI Communication Corp. -- have teamed up with Starlink to expand connectivity options to biz customers...

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Great article this morning (written May 26th) on the democratization of 5G and the US push to be leaders in Open RAN . I believe it is as a great executive summary on the benefits of 5G and the emerging landscape of robust competition in this transformative network technology.

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We shipped 100,000 ISP-tagged IPs, 100 Gbps of internet transit, and 30 physical servers for one enterprise data team. Not a slide. Not a promise. A live system moving traffic today. Read that again. Most vendors sell access. We deliver ownership. Here is why that matters. ISP-tagged IPs are not rented scraps. They belong to a real network. They announce cleanly on the public internet. They behave like native infrastructure because they are. I have seen teams burn months chasing “large pools” that collapse under load. This one didn’t. It held. Now the transit. 100 Gbps is not a talking point. It is raw headroom. It means the pipes stay open when demand spikes. It means no silent throttling when things get busy. That capacity came online day one. No warm-up period. No excuses. Then the servers. Thirty dedicated machines. No neighbors. No shared risk. Each box exists to do one job well and keep doing it. The result is simple. The data team runs at full speed. Routing stays stable. Addresses stay clean. Operations stop breaking at scale. I will be blunt. Most infrastructure companies sell hope. HypeProxies ships outcomes. If you need proof, this deployment is it. If your data team is hitting scale walls and needs real infrastructure, reach out for a free data assessment and we’ll tell you if this setup even makes sense for you. #DataInfrastructure #dataops #IPTransit #InfrastructureEngineering #IPTransit #BareMetal #colocation #Datacenter #ISP

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🚨 Lumen's CEO Kate Johnson said proximity and last-mile connectivity are "the name of the game." She's right. The problem is how this industry defines last mile. Lumen is building 58 million fiber miles by 2031. New route from Seattle to Minneapolis. 400Gbps for AI workloads. RapidRoutes cutting wavelength provisioning from months down to 20 days. That's a real infrastructure story. But long-haul backbone gets the press. OSP execution doesn't. Here's what nobody's pricing in when they read that announcement: The backbone route gets built. The assumption is that last-mile connectivity to actual data center front doors just materializes. It doesn't. ⚙️ Permitting. ⚙️ Make-ready. ⚙️ Pole capacity. ⚙️ Conduit conflicts. ⚙️ Utility coordination. That's what last mile actually means on the ground. 📊 A 5% inaccuracy in field data can turn a 20-day provisioning window into a 6-month delay. Not because the backbone wasn't ready. Because the OSP connecting to the building wasn't verified before crews ever mobilized. The OSP workforce strained by BEAD deployments is the same workforce needed to close that last mile to a hyperscale campus. Those two timelines are running simultaneously right now. ⚡ RapidRoutes solves a real problem on the service delivery side. But 20-day provisioning means nothing if the field work to reach the front door hasn't started. That's where builds stall. Not in the backbone. In the last mile that everyone assumed would sort itself out. At Volks Resources, this is the specific problem we work on. ✅ Field-first verification before a single CAD line gets drawn. ✅ OSP specialists positioned before groundbreak. ✅ Keeping the last mile from becoming the longest mile. 🤝 Going to be at ITW? If you want to discuss your project in person, let's connect. Drop me a DM and let's get time on the calendar. #OSP #FiberEngineering #VolksResources #Broadband #Infrastructure #DataCenters #Hyperscale #Telecom #BEAD #LastMile #ITW

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From startups to enterprise-scale builders, the AI House community is shaping the next wave of breakthroughs in the Pacific Northwest. Their teams rely on fast, scalable, secure connectivity to train models, host live events, and support AI‑driven workloads. That’s where Lumen Technologies comes in.   With ultra‑low latency, on‑demand bandwidth, and security built in, Lumen is helping AI House and Seattle’s growing AI ecosystem push past traditional limits and build what’s next.⚡   📖 Read the full story to see how this partnership is unlocking new possibilities for innovators across the region: https://bit.ly/4jP7y6h   #PartnerProgram #SolvedWithLumen #TrustedNetwork

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