Marko Salmimaa’s Post

Very good example how to increase radio network quality and performance with automation #RAN #SON #selforganizingnetworks #AI #5G

Our case study shows how automating 4G/5G performance optimizations with Nokia MantaRay SON was a game changer for a leading operator in the Middle East. Trust in automation helped the operator achieve: - 29% improvement in busy hour downlink throughput - 22% reduction in drop call rate The operator selected #MantaRay SON based on its proven capabilities in optimizing both single-supplier and large-scale multi-supplier networks. MantaRay SON is the market-leading self-optimizing networks solution with advanced AI/ML capabilities. Read the case study to learn more ➡ https://nokia.ly/3N6gMeL #automation #optimization #5G

The number of parameters and required optimizations in today’s radio networks is massive and simply too complex to manage manually. Nokia MantaRay SON helps tackle complexity with AI/ML-based automation. When running in a closed loop, it automatically solves network issues and applies performance optimizations with no need for human intervention. We have proven the capabilities of MantaRay SON in large-scale customer networks with multiple RAN suppliers and technology generations. Read our case study to learn how a leading operator in the Middle East optimized its 4G/5G network performance with MantaRay SON.

🔎 Did you know that Nokia’s AI/ML capabilities around #NOC/managed network services can help an electric #utility transform faster and more cost-effectively compared to DIY out of the gate? Learn more about the #AI and automation technologies developed to enhance the operations of electric utility private LTE networks at the Nokia Dallas NOC. Join the webinar: https://lnkd.in/dBK8NBph #PrivateLTE #PLTE #ElectricUtility

🔎 Did you know that Nokia’s AI/ML capabilities around #NOC/managed network services can help an electric #utility transform faster and more cost-effectively compared to DIY out of the gate? Learn more about the #AI and automation technologies developed to enhance the operations of electric utility private LTE networks at the Nokia Dallas NOC. Join the webinar: https://lnkd.in/gYXYKaJR #PrivateLTE #PLTE #ElectricUtility

🔎 Did you know that Nokia’s AI/ML capabilities around #NOC/managed network services can help an electric #utility transform faster and more cost-effectively compared to DIY out of the gate? Learn more about the #AI and automation technologies developed to enhance the operations of electric utility private LTE networks at the Nokia Dallas NOC. Join the webinar: https://lnkd.in/etDW3nhc #PrivateLTE #PLTE #ElectricUtility

Using Embedded AI RAN along with Open RAN RIC r/xApps is the converged AI Solution that Telecom industry should be looking at.

🔎 Did you know that Nokia’s AI/ML capabilities around #NOC/managed network services can help an electric #utility transform faster and more cost-effectively compared to DIY out of the gate? Learn more about the #AI and automation technologies developed to enhance the operations of electric utility private LTE networks at the Nokia Dallas NOC. Join the webinar: https://lnkd.in/grgda_TR #PrivateLTE #PLTE #ElectricUtility

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

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! 🌐📶