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Welcome to Session 13 of our Open RAN series! In this session, we'll explore the integration of Artificial Intelligence (AI) and Machine Learning (ML) in Open RAN. These technologies play a crucial role in designing intelligent systems that enhance the overall ecosystem of Open RAN.<br/><br/>Artificial Intelligence and Machine Learning<br/>Artificial Intelligence (AI) refers to the simulation of human intelligence in machines that are programmed to think and learn like humans. Machine Learning (ML) is a subset of AI that allows machines to learn from data without being explicitly programmed. These technologies can revolutionize Open RAN by enabling intelligent decision-making, predictive maintenance, and network optimization.<br/><br/><br/>Application of Machine Learning in Open RAN<br/>Machine Learning algorithms use mathematical functions to analyze data and make predictions or decisions based on that analysis. In Open RAN, ML can be applied to various areas such as network optimization, predictive maintenance, and intelligent resource allocation. ML algorithms can analyze network traffic patterns, predict equipment failures, and optimize network performance, leading to improved efficiency and reliability.<br/><br/><br/>Join us as we explore the potential of AI and Machine Learning in Open RAN. Don't forget to subscribe to the \
Session 13: Leveraging AI and Machine Learning in Open RAN | Revolutionizing Networks
⏲ 4:15 👁 25K
Forbidden desires Alpha‘s Love Full Episode;
Forbidden desires Alpha‘s Love Full Episode
⏲ 38:23 👁 30K
Forbidden desires Alpha‘s Love Full Episode;
Forbidden desires Alpha‘s Love Full Episode
⏲ 38:23 👁 45K
Forbidden desires Alpha‘s Love Full Episode;
Forbidden desires Alpha‘s Love Full Episode
⏲ 38:23 👁 35K
Doupo Cangqiong: Nian Fan / Fights Break Sphere 5th Season<br/>After three years of not seeing each other, Xiao Yan finally met Xun'er at Jia Nan Academy. After that, they became closer and established the Stone Gate (Pan Gate). In order to continue to improve his strength and avenge him on the Misty Cloud Sect, he risked continuing to go deeper into the Qi Refining Pagoda to devour the Fallen Heart Flame<br/><br/>
(Ep 91) Battle through the heavens 5 Ep 91- Sub Indo(Fights Break Sphere - Nian fan)
⏲ 23:8 👁 580K
Forbidden desires Alpha‘s Love Full Episode;
Forbidden desires Alpha‘s Love Full Episode
⏲ 38:22 👁 80K
O Meri Premika (Sped Up) from This is Rudraksh Boy EP.<br/>Performed and Prod. By Rudraksh ASV<br/><br/>O Meri Premika (Sped Up Version) | Rudraksh ASV | Romantic Song | Hindi Love Song 2024| O My Beloved<br/><br/>Video by Anubhav Verma<br/><br/><br/>#premika<br/>#spedup<br/>#spedupsong<br/>#omeripremika<br/>#lovesong<br/>#rudrakkshasv<br/>#romantic<br/>#love<br/>#thisisrudrakshboy<br/>#omybeloved<br/>#melodic<br/><br/>
O Meri Premika (Sped Up Version) | Rudraksh ASV | Romantic Song | Hindi Love Song 2024| O My Beloved
⏲ 2:35 👁 140K
Sengoku Youko - Yonaoshi Kyoudai-hen ,Sengoku Youko, 戦国妖狐 世直し姉弟編, 戰國妖狐 救世姊弟篇, Ёко из Сэнгоку ,Shi Nao's Sisters and Brothers, The Demonic Fox of the Warring States Period ,The Sisters and Brothers Who Save the World.
(Ep 13 End) Sengoku Youko: Yonaoshi Kyoudai-henSengoku Sub Id (戦国妖狐 世直し姉弟編, 戰國妖狐 救世姊弟篇)
⏲ 23:50 👁 60K
French President Emmanuel Macron has \
President Macron has \
⏲ 0:25 👁 45K
Standing at 1.91 metres, 18-year-old Sarah Chaari is world No. 1 in taekwondo under 67 kilos. She won her ticket to the Paris Olympics at the prestigious Manchester Grand Prix last December. After winning the World Championships in Guadalajara in 2022, she also claimed a title at the European Games this year. But the taekwondoist's ambitions are not limited to sport. In her second year of medicine, Sarah Chaari is trying to combine her particularly demanding studies with her career as an athlete.
Young Belgian hopes to shake up taekwondo world at Paris Olympics
⏲ 2:6 👁 10K
Chloe Grech vs Connie Brown (13-03-2024) Full Fight
Chloe Grech vs Connie Brown (13-03-2024) Full Fight
⏲ 14:33 👁 85K
Welcome to Session 11 of our Open RAN series! In this session, we'll dive into Layer 2 functionalities, focusing on key protocols and their roles in Open RAN networks.<br/><br/>PDCP Protocol Layer: The PDCP layer, or Packet Data Convergence Protocol layer, plays a crucial role in Open RAN environments by ensuring reliable data transmission. It is responsible for various functions such as header compression, ciphering, and integrity protection. PDCP sits above the RLC (Radio Link Control) layer and below the RRC (Radio Resource Control) layer in the protocol stack. Its primary role is to provide an error-free and secure transmission path for user data.<br/><br/>PDCP Functionalities in Dual Connectivity Mode: Dual connectivity mode in wireless networks allows a device to connect to multiple cells simultaneously, enhancing data rates and reliability. In this mode, the PDCP layer manages the data streams from both connected cells, ensuring seamless transmission and reception of data. This involves coordination between the PDCP entities in the device and the network to optimize data delivery. PDCP ensures that data from different cells is properly aggregated and delivered to the higher layers of the protocol stack.<br/><br/>SDAP Protocol: The Service Data Adaptation Protocol (SDAP) is a protocol used in Open RAN to adapt user-plane data for transmission over the network. SDAP is responsible for mapping different types of user-plane data flows to specific QoS (Quality of Service) requirements and network resources. It ensures that user data is transmitted efficiently and in accordance with the network's capabilities and policies. SDAP also provides mechanisms for congestion control and flow management, ensuring smooth operation of the network under varying traffic conditions.<br/><br/><br/>Join us as we unravel the complexities of Layer 2 functionalities in Open RAN, providing valuable insights into the network's operation. Don't forget to subscribe to the \
Session 11 : Open RAN Protocol Stack | PDCP Protocol and SDAP Layer
⏲ 5:18 👁 10K
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