Naveen Suri

Looking forward to sharing my views on the topic... Is #Ai just hype or MNOs or are there real use cases? Are there just trials/PoC projects, or are they really saving $ and improving productivity and performance? What specific areas #AI is proving out, & where else is it showing promise? Come join me & find out for yourself...

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Advanced AI's Journey from Intent-Based to Intent-Driven Networks The roles of AI/GenAI in intent-based and intent-driven network automation highlight a progression in technology application—from structured, rule-based operations to dynamic, learning-driven processes. ◼ Conventional AI in Intent-BASED Network Automation In intent-based network automation, AI's role is primarily focused on translating high-level business intents into specific, actionable network configurations. The use of AI in this context is generally more constrained and structured, revolving around specific algorithms and models designed for predictable and predefined tasks. - Policy Translation: AI algorithms interpret business intents (expressed in natural language or structured formats) and convert them into technical configurations that can be directly applied to network devices. - Configuration Validation: Before deploying changes to the network, AI systems can simulate and validate configurations to ensure they will perform as expected without disrupting existing services. ◼ GenAI in Intent-DRIVEN Network Automation Intent-driven network automation represents a more advanced application of AI, specifically leveraging capabilities of GenAI, which include adaptive learning and the ability to generate outputs based on a wide array of input data. GenAI in this scenario facilitates a highly adaptive, responsive, and proactive network management system. - Translating Business Objectives: LLMs can interpret the natural language to understand business goals and translate them into technical network configurations. This makes it easier for non-technical stakeholders to interact with network systems. - Dynamic Intent Interpretation: GenAI systems process and interpret a variety of data in real time, including network performance data, user behavior, and external market conditions. They dynamically refine and adapt network intents based on this data. - Predictive Analytics and Adaptive Configuration: Utilizing advanced machine learning models, GenAI predicts future network states and automatically adjusts configurations to optimize performance, prevent failures, and meet changing demands. - Cross-Domain Orchestration: GenAI coordinates actions across various segments of the network and business operations, managing dependencies and synchronizing activities to improve overall outcomes. This is especially crucial in complex environments like multi-service networks or integrated IT and telecom infrastructures. - Continuous Learning and Optimization: Unlike traditional AI, GenAI continually learns from ongoing operations and adapts its models without explicit reprogramming. This capability enables the network to improve its operations over time, based on actual performance and outcomes. #AIforNetworks #TelcoNetworkAutomation #IntentBasedNetwork #IntentDrivenNetwork #GenAI #Nephio #LinuxFoundation #ClosedLoopAutomation #ORAN #OpenRAN

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Federal Broadband Mandates Driving the Need for Connectivity Hubs Ilissa Miller, Founder & CEO iMiller Public Relations, explores the importance of making sure networks work for the communities they serve. The Broadband Equity Access and Deployment Program (BEAD) is well underway. Across the nation and all U.S.-owned territories, $42.5 billion in Federal funding is being deployed to construct broadband networks. These funds are allocated to companies that can help bridge underconnected communities in order to expand the United States’ broadband infrastructure with increased capacity and reach to everyone. Each state receives federal funds for specific projects; the grant dollars are distributed to businesses through an application process that validates their design and solutions that meet the program requirements. The program funds are administered by the National Telecommunications and Information Administration (NTIA), a United States Department of Commerce organization, with key deadlines and criteria required to be met along the way. As an example, San Martin-based South Valley internet recently announced it has received up to $30 million in funding from the California Public Utilities Commission (CPUC), leveraging California’s allocated BEAD funding, to extend broadband services to underserved communities. https://lnkd.in/g6HdWrwk

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This recent interview with Stephanie Ormston, AVP Digital Services Integration at AT&T, and Mischa Dohler, VP Emerging Technologies at Ericsson sheds light on the transformative power of AI, APIs, and 5G in shaping the future of storytelling. From personalized narratives to immersive environments, they discuss how these technologies are not just tools but mediums that enhance human experiences. 📱 The vision for exponential growth in API offerings and collaborative innovation is inspiring. With advancements in Open RAN and network APIs, a clear path is being created toward creating richer, more dynamic experiences. The integration of technology with creative expression promises to unlock new possibilities, where each interaction feels uniquely tailored and deeply engaging. 💡 Reflecting on the discussions at MWC 2024, it's evident that we're at the start of a new era where technology amplifies human creativity. Share your thoughts below on how you think these innovations will shape the future! 💬 🔗 VIDEO: Ericsson’s and AT&T's 5G advancements discussed at MWC 2024 #OpenRAN #Telecom #Innovation #AI #5G #API #TeamEricsson

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We will explore the profound impact of AI in the public utility industry and how it is revolutionizing operations, enhancing efficiency, and improving customer experiences.  #AI #UtilityGrid #SmartElectricGrid #EnergyOptimization #GridManagement #GridResilence #PowerCompanyManagement #predictivemaintanance #SmartGrid https://lnkd.in/dQ-FaWkG

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We in Rakuten believe that AI should empower humans not replace them. This means we have to take AI to people not have people needing to come to AI, they are too busy and it will fail. We have seen this journey already in automation where people do not have time to do something new when they need to keep the lights (or base station) on now. Remember the famous cartoon of the medieval knight rushing off to war, passing the machine gun salesman... As with all humor, there is truth lying behind... We have approached AI in telecom by empowering our experts not by promising to replace them or expecting them to be data scientists overnight. All of us are dealing with a data scientist shortage that will not get easier, so we have focused on building a platform that scales and empowers those experts, allowing them to run at speed while minimizing risk. 1. Telecom experts are too busy (don’t want) to be data scientists. 2. Mobile operators want to control their AI destinies. 3. Pure AI data platforms are not the answer. To learn more about what is already in production today in Rakuten Mobile, Inc., reach out to Rakuten Symphony Anshul Bhatt and Rahul Atri who are at #DTW

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eSIMs are poised to shake up the telecom industry, and my colleagues Kester Mann and Luke Pearce are hosting a must-attend webinar to clarify the complexities of e-SIM technology’s impact on the telecom industry. Key questions Kester and Luke will explore: 🔘 How will eSIMs change the game for telcos? 🔘 What are the compelling use cases beyond roaming? 🔘 The shift towards eSIM-only smartphones 🔘 How will consumer and enterprise behaviour evolve? Don't miss out on this inside look into the implications of eSIM adoption.  Register for the free webinar here: https://lnkd.in/eS635kva #eSIM #telecom #connectivity #webinar #innovation

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"Here is a question to ponder. Will traditional wireline broadband be extinct in ten years? In what seems like a massive blow to existing wireline broadband providers like the cable television and telephone companies, there is speculation that the industry is rapidly moving to wireless. Let’s take a closer look at this prediction." Thanks Jeff KAGAN and RCR Wireless News for providing your perspective and insights on this important topic. It's hard to envision a future 10-20 years from now where wires are still needed for most of the last mile. Communications Chambers #wireless #broadband #fwa #4G #5G #6G #mimo #mumimo #massivemimo #beamforming #carrieraggregation #lastmile #affordable #broadband #internet #future https://lnkd.in/eQNQBPCb

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Kicking off Day 2 at #GridTECHConnect. Some great discussions past two days on topics ranging from policy to the challenges of what National Grid's Nicola Medalova calls the Goldilock's Problem - a grid which is reliable, that meets decarbonization goals, all in a cost effective manner.

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The Telecom Regulatory Authority of India(TRAI)'s recent recommendation to introduce experimental authorization for spectrum in the 95 Gigahertz to 3 Terahertz range could spark innovation among entrepreneurs. This move may lead to the development of new technologies and services utilizing the Terahertz range, such as vehicle radars that significantly enhance road safety. This is especially crucial for India, which has the highest number of road fatalities in the world. #TechForGood #Entrepreneurship

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#GenAI has been so buzzy the past year, it's hard to sort out the wheat from the chaff (not that I've been doing that manually lately...robotic process automation with GenAI helps). In any case, take a quick read of my most recent article below on #telcos and (what else) #genAI and LMK what you think. P.S. You can come up to me at FutureNet World in London in the next two days (16-17 Apr) and tell me what you *really* think 😀

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With #spectrumallocation leading the way, the potential to bridge the #digitaldivide and foster competition is promising. Administrative spectrum allocation in India’s #satcom market creates new opportunities for international players, with key implications: - Potentially boosts India’s satcom industry, driving job creation, innovation, and investment in infrastructure and technology - Challenges terrestrial telecom’s dominance, potentially lowering prices, improving service quality, and fostering consumer-centric innovation - Accelerates satcom tech advancements, improving performance, lowering costs, and enabling new applications for satellite-based connectivity #Satellitecommunications #IndianEconomy

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I think that large language models (#LLM) are of limited utility in #Telconetworks. #InterpretativeAI, #PredictiveAI and even #GenerativeAI should focus on smaller proprietary models with live datasets rather than train on synthetic or general public data. WDYT? {Core Analysis}

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ACG Research reports that Routed Optical Networking delivers TCO savings in the range of 48-62% depending on the application (DCI, Metro or Long-Haul). CAPEX Savings: 50-60%. Cisco estimates that customers will see power savings of 90% when using Digital Coherent Optics relative to traditional chassis-based transponders. The economics are compelling and the shift to Routed Optical Networking is accelerating. https://lnkd.in/dt28VPQS

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5G FWA is not just a stopgap solution, it is a glimpse into the future of broadband. It is not merely a temporary measure to address current connectivity needs, but rather a significant step towards the future of internet access Will FWA open the door for upselling??

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A deeper dive into what I covered in Boston last week North America is an essential market for Ericsson. Recent developments include the adoption of 5G for mobile broadband and fixed wireless access, the gradually maturing private, public, and hybrid networks at essential use places, and the evolution of the US Tech ecosystem. Enjoy this short read on the subject #5G #eMBB #FWA #5GEnterprise #5GEcosystem https://lnkd.in/g8edC5dJ

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The recent news of Verizon's $20 billion acquisition of Frontier Communications has significant implications for the future of broadband networks in the US. This deal marks a major step forward for Verizon's ambitions in the broadband space, granting it access to Frontier's established infrastructure and expanding its reach to millions of new customers. Frontier's network, spanning over 7.2 million locations, is a formidable asset that Verizon will leverage to accelerate its broadband deployments. This acquisition significantly boosts Verizon's footprint, bringing them closer to their target of reaching 10 million locations by the end of 2026. The deal is likely to intensify competition in the US broadband market, putting pressure on other major players like AT&T and T-Mobile to step up their investments. However, increased competition should benefit long suffering US consumers with faster network deployment and potentially more competitive pricing. With all three major mobile operators now focusing on fibre – AT&T through organic growth and T-Mobile US via its recently-announced acquisition of Metronet – this deal gives Verizon a significant step up. #Verizon #Frontier #FiberOptics #Telecom #US #Technology

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Dedicated spectrum grants enterprises strategic control over application delivery and connectivity, but global spectrum shortages and lack of harmonization present significant challenges for replicability. In the realm of private 5G, spectrum liberalization emerges as a crucial enabler. Are governmental bodies taking strategic initiatives and telecom organizations pursuing to mitigate these challenges???

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Resilient network, resilient communities, and a resilient planet 🌎 In 2023, T-Mobile focused on how to use our scale and resources to benefit our customers and our planet. We’re moving forward together toward a cleaner, more equitable future. Read our full 2023 Corporate Responsibility Report here! ➡️ https://lnkd.in/g9WYTnR9

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