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_session-13-leveraging-ai-and-machine-learning-in-open-ran-124-revolutionizing-networks.jpg "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 \")
⏲ 4:15 👁 25K
_forbidden-desires-alphas-love-full-episode.jpg "Forbidden desires Alpha‘s Love Full Episode;")
⏲ 38:23 👁 25K
_ep-113-swallowed-star-season-4-tunshi-xinkong-4sub-eng.jpg "(Ep 113) Swallowed star Season 4 (Tunshi Xinkong 4)sub eng from 1bzvmxvja o")
⏲ 15:59 👁 105K
_president-macron-has-92.jpg "French President Emmanuel Macron has \")
⏲ 0:25 👁 35K
_chloe-grech-vs-connie-brown-13-03-2024-full-fight.jpg "Chloe Grech vs Connie Brown (13-03-2024) Full Fight")
⏲ 14:33 👁 65K
_forbidden-desires-alphas-love-full-episode.jpg "Forbidden desires Alpha‘s Love Full Episode;")
⏲ 38:23 👁 20K
_ep-13-end-sengoku-youko-yonaoshi-kyoudai-hensengoku-sub-id.jpg "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.")
⏲ 23:50 👁 60K
_young-belgian-hopes-to-shake-up-taekwondo-world-at-paris-olympics.jpg "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.")
⏲ 2:6 👁 10K
_henry-danger-season-5-episode-18-double-o-danger.jpg "Henry Danger Season 5 Episode 18 Double-O Danger")
⏲ 26:25 👁 45K
_versailles39s-apollo-fountain-restored-ahead-of-olympics.jpg "With four months to go before the Olympic Games, the Fountain of Apollo in the Chateau de Versailles -- a gilded lead statue-fountain inspired by the legend of the sun god -- is back in use after two years of extensive restoration work. The Palace of Versailles is due to host the equestrian events at the Paris Olympic and Paralympic Games this summer.")
⏲ 2:30 👁 20K
_session-11-open-ran-protocol-stack-124-pdcp-protocol-and-sdap-layer.jpg "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 \")
⏲ 5:18 👁 10K
_ep-113-swallowed-star-4th-season-sub-eng-tunshi-xingkong-4th-season.jpg "(Ep 113) Swallowed Star 4th Season Sub Eng ( Tunshi Xingkong 4th Season ) from 1bzvmxvja o")
⏲ 15:59 👁 95K
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_session-13-leveraging-ai-and-machine-learning-in-open-ran-124-revolutionizing-networks.webp "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 \")
_forbidden-desires-alphas-love-full-episode.webp "Forbidden desires Alpha‘s Love Full Episode;")
_ep-113-swallowed-star-season-4-tunshi-xinkong-4sub-eng.webp "(Ep 113) Swallowed star Season 4 (Tunshi Xinkong 4)sub eng from 1bzvmxvja o")
_president-macron-has-92.webp "French President Emmanuel Macron has \")
_chloe-grech-vs-connie-brown-13-03-2024-full-fight.webp "Chloe Grech vs Connie Brown (13-03-2024) Full Fight")
_forbidden-desires-alphas-love-full-episode.webp "Forbidden desires Alpha‘s Love Full Episode;")
_ep-13-end-sengoku-youko-yonaoshi-kyoudai-hensengoku-sub-id.webp "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.")
_young-belgian-hopes-to-shake-up-taekwondo-world-at-paris-olympics.webp "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.")
_henry-danger-season-5-episode-18-double-o-danger.webp "Henry Danger Season 5 Episode 18 Double-O Danger")
_versailles39s-apollo-fountain-restored-ahead-of-olympics.webp "With four months to go before the Olympic Games, the Fountain of Apollo in the Chateau de Versailles -- a gilded lead statue-fountain inspired by the legend of the sun god -- is back in use after two years of extensive restoration work. The Palace of Versailles is due to host the equestrian events at the Paris Olympic and Paralympic Games this summer.")
_session-11-open-ran-protocol-stack-124-pdcp-protocol-and-sdap-layer.webp "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 \")
_ep-113-swallowed-star-4th-season-sub-eng-tunshi-xingkong-4th-season.webp "(Ep 113) Swallowed Star 4th Season Sub Eng ( Tunshi Xingkong 4th Season ) from 1bzvmxvja o")
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