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Before providing a "Summary" of this Project Initiative about 6G, one may wonder if it is valid to wonder (& may be even dare to ask) & need to know about the foreseen for 6G New (End-User) Services (not just User Domains), when there is reference to variety of Technologies that would be utilized on the New 6G Platform?!??! May be, one may wonder about...as "the most exciting" & probably, "the most valiable" & even "most important part", End-User Services & benefits...is somehow ...missing...isn't it that strange ?!?!?! In the Comment section attached link to the specified for 5G Advanced use of AI ML with specified Service KPIs & AI ML Model Training, Split & Transger on the Network Endpoints. In summary: The AI-NET-ANIARA Project, led by Ericsson, contributes Novel AI Concepts& Carrier-grade AI Technologies for Telecom Edge Automation, a Dynamic Computation Offloading Solution, & Demonstrations of Edge Node Data Center featuring New Cooling Solutions. Three (3) EU Countries & 20 Partners were involved in the Project from Sweden, Germany, & the UK. The Project Goal was to complement the Evolution of 5G with crucial Technical Enablers towards an Intelligent & Sustainable 6G Platform, offering Services beyond Pure Communication, including Compute & AI.

🚀 The AI-RAN Alliance officially published its first white paper! The Alliance brings together a diverse group of industry leaders and innovators to create an AI-native future for RAN—networks that are smarter, more sustainable and highly adaptable. Through collaboration and cutting-edge research, we’re: -Accelerating AI-based solutions for next-gen connectivity -Unlocking transformative business models -Building intelligent RAN systems to power the industries of tomorrow https://lnkd.in/d2mbGWry #AIRAN #5G #6G #DeepSig

If applied wisely, #AI holds immense potential to benefit numerous sectors, and telco is no exception. In the #RAN domain, the challenge lies in identifying where AI integration can deliver true, measurable value. At the AI-RAN Alliance, we are fostering an ecosystem to define a roadmap for AI-RAN implementation at scale. Our focus is on practical use cases, with the goal of maximizing benefits for our industry. Explore our first white paper to learn more about our vision, mission, organizational structure, working methods, and the scope of our focus areas. Happy reading! https://lnkd.in/dUdzM-Ui #TeamEricsson #5G #6G #AIRANAlliance

The potential for chiplet technology to be a transformational paradigm is now widely recognized. The cost, time-to-market, and power consumption benefits of chiplet-based solutions are compelling the industry toward integrating multiple dies in a single package. AI has emerged as a primary catalyst for this trend. Custom silicon designed for AI benefits significantly from the chiplet approach, which combines dense logic and memory with the need for high-speed connectivity. The push for custom AI hardware is rapidly evolving, with a focus on energy-efficient designs. Chiplets offer the flexibility to create systems-in-package that balance cost, power, and performance for specific workloads without starting from scratch. AI's unique needs for inter-die communication make reducing latency crucial, and the rollout of larger clusters emphasizes the role of high-speed, optical interconnects. Join Tony Chan Carusone, CTO of Alphawave Semi in his session 𝗥𝗲𝗱𝗲𝗳𝗶𝗻𝗶𝗻𝗴 𝗖𝗼𝗻𝗻𝗲𝗰𝘁𝗶𝘃𝗶𝘁𝘆: 𝗖𝗵𝗮𝗿𝘁𝗶𝗻𝗴 𝗡𝗲𝘅𝘁-𝗚𝗲𝗻 𝗣𝗮𝘁𝗵𝘄𝗮𝘆𝘀 𝗶𝗻 𝗖𝗵𝗶𝗽𝗹𝗲𝘁 𝗜𝗻𝘁𝗲𝗿𝗰𝗼𝗻𝗻𝗲𝗰𝘁𝘀 Meet Tony and 80 other global speakers at the AI Hardware & Edge AI Summit, San Jose, CA, on 9-12th September 2024 at Signia by Hilton, San Jose, CA. Learn more: https://lnkd.in/eWfkuckF #AIHWEdgeAISummit #AI #EdgeAI #AIHardware

Unlocking Synergies between AI-RAN and O-RAN As the telecom industry embraces the power of AI-RAN and open networks, a compelling opportunity arises—how AI-RAN’s embedded AI/ML capabilities and O-RAN's 3rd party RIC rApps/xApps/(dApps-not standardized yet) can work together in synergy to transform network operations. Synergetic Interworking Mechanism: - Real-time Intelligence: AI-RAN's AI/ML engines can feed predictive insights directly to O-RAN RIC’s 3rd party rApps/xApps, enhancing their ability to make timely, data-driven decisions. - Collaborative Optimization: AI-embedded algorithms in AI-RAN can work in tandem with O-RAN applications to optimize RAN performance, streamline operations, and predict and prevent network congestion. - Dynamic Scalability: By leveraging AI-RAN’s self-learning capabilities with O-RAN’s modular and scalable architecture, networks can achieve real-time adaptability across diverse environments, from dense urban areas to rural deployments. The convergence of AI-RAN’s embedded intelligence and O-RAN’s app-driven flexibility will unlock unprecedented levels of automation, efficiency, and innovation. Together, they can pave the way for truly intelligent networks capable of meeting the ever-evolving demands of 5G and beyond. #AIRAN #AIinTelecom #ORAN #ORANRIC #AI #ML #RAN

Great work across the full spectrum of the telecom ecosystem to deep dive into the many benefits and use cases of AI. 6G can't be an evolutionary approach in the era of AI.

This is a great development. Transforming telecommunications industry by integrating AI with RAN!

Unlocking Synergies between AI-RAN and O-RAN 🚀 As the telecom world embraces AI and open networks, a new opportunity emerges: combining AI-RAN's smart tech with O-RAN's flexible apps to revolutionize how networks operate. *How They Work Together:* Real-time Smarts: AI in AI-RAN can give instant insights to O-RAN apps, helping them make quick, informed decisions. *Teamwork for Efficiency:* AI tools in AI-RAN can join forces with O-RAN apps to improve network performance, streamline operations, and stop congestion before it starts. *Flexible Growth:* By using AI-RAN’s learning abilities with O-RAN’s adaptable setup, networks can adjust in real-time, whether in busy cities or quiet rural areas. By merging AI-RAN's intelligence with O-RAN's app-driven approach, we unlock new levels of automation and innovation. This partnership is key to building smart networks ready for the future of 5G and beyond! 🌐📶

🚀 Exciting News from the AI-RAN #Alliance! 🌐 New white paper released 📄 It highlights the mission, vision, and the aspirations driving our journey into the future of #telecommunications. The AI-RAN Alliance is a unique collaboration between industry leaders, research institutions, and academia, all united to explore and develop cutting-edge solutions. Together, we’re shaping the future of AI-native #RAN and pushing the boundaries of #mobile network performance. 💡 The Vision: To transform the telecommunications industry by seamlessly integrating #AI into RAN. The goal is to fuel #innovation, enhance efficiency, and unlock new economic opportunities for the #telecom ecosystem. By embracing AI across the stack, it aims to elevate the value and impact of #RAN like never before. Follow me Mohamed Idrissi #AI #RAN #nvidia #arm #ericsson #telecom #innovation