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In the ever-evolving landscape of telecommunications, maintaining high-performance, resilient, and efficient backhaul networks is crucial. That’s why we are excited to share insights from a groundbreaking paper, "A Spectral Gap-Based Topology Control Algorithm for Wireless Backhaul Networks," co-authored by one of our Senior ML Engineers Sergio Alejandro Pinacho Castellanos in collaboration with CITEDI-IPN and CIC-IPN. The SGTC (Spectral Gap Topology Control) algorithm harnesses Artificial Intelligence to optimize network performance using cutting-edge techniques inspired by spectral graph theory. By analyzing the Laplacian Spectral Gap, this AI-powered solution: Increases network robustness and resilience. Minimizes energy consumption. Reduces network diameter, boosting efficiency. Improves overall data flow and network entropy. The SGTC algorithm intelligently adapts network topologies, making networks smarter, more adaptable, and energy-efficient – ensuring faster, more reliable communication in an era where 5G and IoT are transforming connectivity. Special thanks to Dr. Sergio Gonzalez and Dr. Rolando Menchaca-Mendez. Full paper here:  https://lnkd.in/enWVaQGi #ArtificialIntelligence #Telecommunications #5G #NetworkOptimization #EvolutionaryAlgorithms #SimulatedAnnealing

Welcome to read and share the newly published paper "Distributed Data-Driven Learning-Based Optimal Dynamic Resource Allocation for Multi-RIS-Assisted Multi-User Ad-Hoc Network".   This excellent paper is written by Yuzhu Zhang and Hao Xu   Read via: https://lnkd.in/eNC5xWu2 MDPI #energyefficiency #reinforcementlearning

🔔🔔🔔 #MDPIfutureinternet [New Published Papers in 2024] Title: Lightweight Digit Recognition in Smart Metering System Using Narrowband Internet of Things and Federated Learning Authors: Vladimir Nikic, Dusan Bortnik, Milan Lukic, Dejan Vukobratovic and Ivan Mezei Please read at: https://lnkd.in/gUZ3p2cd Keywords: #NBIoT; #machinelearning; #smartmetering; lightweight digit recognition; #federatedlearning via Future Internet MDPI

🔔🔔🔔 #MDPIfutureinternet [New Published Papers in 2024] Title: Lightweight Digit Recognition in Smart Metering System Using Narrowband Internet of Things and Federated Learning Authors: Vladimir Nikic, Dusan Bortnik, Milan Lukic, Dejan Vukobratovic and Ivan Mezei Please read at: https://lnkd.in/giVxXtjN Keywords: #NBIoT; #machinelearning; #smartmetering; lightweight digit recognition; #federatedlearning

📢 Join us at the UK Spectrum Policy Forum October Plenary 2024! 📶 As the UK's leading neutral forum for spectrum policy, this event will be a key opportunity to shape the future of spectrum management in the UK. 📅 When: 17 October 2024, 2pm-4pm 📍 Where: techUK, London 🔗 Registration: https://lnkd.in/e2pRFtns 🌐 With the rapid expansion of 5G, IoT, satellite services, and beyond, the demand for spectrum continues to grow. Our discussions will focus on: - The evolving spectrum needs of emerging technologies - Opportunities for collaboration across sectors - Insights into spectrum’s role in driving the UK’s digital economy 🤝 Whether you're from the public or private sector, a spectrum user, or involved in tech policy, your voice is critical as we navigate the challenges and opportunities ahead. Don’t miss this chance to engage with experts, share your insights, and help influence the UK’s future spectrum landscape. #spectrumpolicy #UKSPF #IMT #space #specturmmanagement

ACM SIGCOMM Workshop on Zero Trust Architecture for Next Generation Communications (ZTA-NextGen) **Call for Papers** To address next-generation communications issues, this workshop proposes a comprehensive exploration of Zero Trust Architecture (ZTA). Traditional security models rely on perimeter-based defenses, assuming trust within the network. However, in the dynamic Internet of Things (IoT) landscape, this trust cannot always be guaranteed. ZTA advocates for a model where trust is never assumed, and verification is required from all entities, whether inside or outside the network perimeter. The ZTA-NextGen workshop is calling upon researchers from academics and practitioners from industry, and standardization bodies to contribute to a vibrant exchange of ideas on ZTA for next-generation communications. The workshop will facilitate interdisciplinary discussions and collaborations among IoT research and deployment stakeholders. The workshop aims to (i) explore recent research developments and emerging trends in ZTA for next-generation communications, (ii) address the unique security, privacy, and trust challenges inherent in next-generation communication systems by ZTA, (iii) identify the need for ZTA for systems like IoT, with a focus on machine-to-machine (M2M) communications, RFID technology, and Near Field Communications (NFC), (iv) provide a platform for sharing best practices, case studies, and real-world deployments of ZTA in next-generation communications, and (v) discuss regulatory considerations, compliance frameworks, and policy implications related to secure ZTA deployments. Important Dates Submissions deadline May 25, 2024 Acceptance notification June 9, 2024 Camera-ready deadline June 14, 2024 Workshop Aug 4, 2024 More information: https://lnkd.in/gqSR7tjS

Our partners frequently inquire about the comprehensive "eSIM 101" guide, encompassing the #entireeSIMlifecycle. Have you ever pondered the intricate workflow behind it? Let's break it down: 1.「Origin of eSIM Data & Services」: Who provides the initial eSIM data, SMS, voice, etc.? Mobile Network Operators (MNOs or MVNOs) are the source. 2. 「eSIM Device Capability Enablement」:Who equips both consumer and IoT devices with eSIM capabilities by integrating eSIM cards into chipsets/modules? The answer lies with the eSIM Service Provider, leveraging eSIM OS, eSIM SDK, and LPA (Local Profile Assistant) to seamlessly enable eSIM functionality in these devices." 3.「eSIM Profile Conversion」: Who translates #IMSI(#KI, #OPC) originally from MNOs or MVNOs etc., into an eSIM profile? - eSIM Remote Subscription Provisioning (RSP) Servers facilitate this process. For activation, a generic code or Activation Code (AC) is issued by MVNOs to access the network(e.g., LPA:1$rsp-eu.redteamobile.com$D86E3D8890544A875CD1A4A477A22D97). 4.「eSIM Data Plan Creation」: Who crafts eSIM data plans? Imagine a tailor (eSIM Resellers or Aggregators in take with global MNOs and MVNOs) designing custom-fit data plans, like a 1GB suit that fits perfectly for 7 days in 40 European countries. With a global inventory of fabrics (eSIM data plans), they can create the perfect plan for any traveler. 5.「eSIM Deployment onto devices」: Who deploys or provision eSIMs onto iOS or Android devices? eSIM RSP Servers oversee this. Picture an efficient delivery service using a special key (Embedded Identifier, #EID) to ensure the suit fits perfectly.eSIM RSP Servers oversee this. Want to make the delivery even smoother? Think of a concierge service (eSIM Technology Providers or Apple's Official eSIM Partners) that skips the hassle of scanning a code and lets you access the network instantly with a magic link (Universal Link for Apple, or contact us for Android). 6.「eSIM Lifecycle Management & API Control」: Who ensures visibility and API control throughout the eSIM lifecycle—from provisioning to onboarding, activation, in-use, to depletion? eSIM Aggregator Service Providers with robust APIs and SDKs integrate seamlessly into your site/app, giving you full visibility and control over your eSIM journey. 7.「Global Connectivity Enjoyers」: Finally, who uses the eSIM network? picture your customers as a world traveler, able to wear your custom-fit data suit (eSIM) anywhere in the world and enjoy seamless connectivity on any network. With eSIM, the world is your oyster! At #eSIMAccess, we're your end-to-end eSIM Aggregator Service Provider, offering a full stack of eSIM technology. While MNOs supply the initial data, we cover the remaining spectrum (2-7 above), providing the most comprehensive aggregated service. Schedule a call with us for a detailed explanation: https://lnkd.in/gzi9Q6vC

Thoughts on this? >> AI, Vol. 5, Pages 2300-2320: Comparison of CNN-Based Architectures for Detection of Different Object Classes >> Comment below! >>> lqventures.com #AI #IoT #industry40 #healthtech #mhealth

Dear All, Please kindly consider submitting a conference paper to The 5th International Conference on Industrial IoT, Big Data and Supply Chain (IIoTBDSC 2024). Website: https://www.iiotbdsc.net/. Video: https://lnkd.in/e4hYwkk2 Submission: https://lnkd.in/e_Z8SFKZ If you need more time and submit, eg. before the end of July, please write to [email protected] . Our 2023 IEEE Proceedings are here: https://lnkd.in/e_68nB8G We work with top scientists, researchers, industrialists and have support from top journals and also IEEE. Please consider submission and hopefully we'll see some of you there! Many thanks in advance. Thanks and regards, Prof Chang #iot #iiot #internetofthings #bigdata #datascience #machinelearning #ai #dataanalytics #supplychain #smartmanufacturing #security #risk #industry4

The latest ranking in Counterpoint's Global eSIM Provisioning CORE (COmpetitive, Ranking, and Evaluation) study names TEAL as a 'Challenger' in eSIM Provisioning according to the 2023 edition of the Global eSIM Landscape Report. 👉 https://lnkd.in/gw_mbdu2 Check out the latest from Counterpoint Technology Market Research, strengthening TEAL’s position in the global #eSIM space. Read more in this recent PR here:  https://lnkd.in/dE2dQrae