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_fans-are-obsessed-with-new-netflix-series-at-100-on-rotten-tomatoes-and-now-the-star-is-speaking-out.jpg "Netflix continues to churn out compelling original movies and series as one of the best streaming services to subscribe to. Fans certainly seem to be obsessed with one of their new releases, \")
⏲ 1:14 👁 20K
_olympic-rings-light-up-on-eiffel-tower-ahead-of-games.jpg "After being unveiled earlier in the day, the steel Olympic rings installed on the Eiffel Tower light up for the first time, as the countdown to Paris 2024 passes the 50-day mark.")
⏲ 0:32 👁 20K
_3-intresting-facts-about-chahat-fateh-ali-khan-short-shorts.jpg "3 Intresting facts about Chahat Fateh Ali Khan #short #shorts<br/>.<br/>Chahat Fateh 35 Ridiculous Songs Like Bado Badi Must Be Stopped !!!<br/>.<br/>In this video we will give you complete information about Chahat Fateh Ali Khan, why Chahat Fateh Ali Khan became famous?<br/>Why did Jahid Fateh Ali Khan's song Bado Badi become so popular in Pakistan and India as well?<br/>Has chahat Fateh Ali Khan really claimed that he has written and composed thirty five tracks himself?<br/>How Many Funny Songs of Chahat Fateh Ali Khan till date?<br/>What does Chahat Fateh Ali Khan mean when he sang the song Pao Pao?<br/>What was Chahat Fateh Ali Khan's song that was released above the World Cup?<br/>What does Chahat Fateh Ali Khan want to say in his song Lota Lota?<br/>How much money does Chahat Fateh Ali Khan charge for a concert or a performance for a wedding function?<br/>Was Chahat Fateh Ali Khan's song on PSL and Kameez Teri Kali Song become popular after Badu Badi released?<br/>What things did Chahat Fateh Ali Khan reveal in his interview?<br/>How many new songs of Chahat Fateh Ali Khan have been released after the Bado badi song?<br/>and more...<br/><br/>● Subscribe Main Channel : <br/>https://youtube.com/@knowmorebysfk?si=usS9Qdy2P2wg_oLg <br/>● Commentary/Voice Disclaimer:<br/>Please don't go out of your way to or hate on anyone I talk about in my videos, this channel is to entertain people and I usually focus on joking and criticizing about what the people are doing not the individual themselves Also Not For target Anyone As individual with prolonged or malicious insults based on intrinsic attributes. please don't go spreading hate it's all for laughs.<br/><br/>● Follow Me On :<br/><br/>Instagram :<br/>https://www.instagram.com/iamsaifferoz_91?igsh=MTkxYmp3Y2M2aTRzbg==<br/>Twitter :<br/>https://twitter.com/Kayanispeaks <br/>Facebook :<br/>https://www.facebook.com/Saifferoz91?mibextid=ZbWKwL<br/><br/>● Copyright Disclaimer Under Section 107 of the Copyright Act 1976, allowance is made for \")
⏲ 0:59 👁 15K
_session-21-nfv-network-function-virtualization-concept-in-open-ran.jpg "In this session, we'll explore the fundamental concepts of NFV (Network Function Virtualization) in the context of Open RAN. We'll delve into the orchestration of virtualized network functions, the role of NFV Management and Virtualization, and how these elements work together to transform traditional network architectures.<br/><br/>Understanding NFV in Open RAN:<br/><br/>NFV Fundamentals: Delve into the core principles of NFV, where traditional hardware-based network functions are replaced with software-based virtual instances, driving agility and scalability.<br/>Essential Components: Learn about the critical components of NFV architecture, including Virtual Network Functions (VNFs), NFV Infrastructure (NFVI), and the NFV Management and Orchestration (MANO) layer.<br/>Benefits of NFV: Explore how NFV optimizes resource utilization, accelerates service deployment, and reduces operational costs, fostering a more adaptable and responsive network ecosystem.<br/>NFV Applications in Open RAN: Understand the pivotal role of NFV in Open RAN, enabling the virtualization of RAN functions and facilitating the seamless deployment of new services.<br/><br/>Understanding NFV and Orchestration:<br/>NFV is a technology that virtualizes network functions traditionally performed by dedicated hardware. Orchestration is the automated arrangement, coordination, and management of these virtualized network functions to enable efficient network operation.<br/><br/>NFV Management and Virtualization (NFVM):<br/>NFVM is a key component of NFV architecture that manages the lifecycle of virtualized network functions. It handles tasks such as instantiation, monitoring, scaling, and termination of virtualized functions.<br/><br/>Orchestration Function:<br/>Orchestration in NFV involves coordinating the deployment and interconnection of virtualized network functions according to service requirements. It ensures that network resources are allocated efficiently and dynamically based on demand.<br/><br/>Conclusion:<br/>NFV and orchestration play a crucial role in the evolution of Open RAN, enabling operators to build agile, scalable, and cost-effective networks. Understanding these concepts is essential for anyone involved in the design, deployment, or management of modern telecom networks.<br/><br/><br/>Subscribe to \")
⏲ 6:31 👁 15K
_husan-teri-kamzoori-rimal-shah-mujra-dance-performance-2024.jpg "#sgstudiodance<br/>#sgstudiodance2024<br/>#rimalshah<br/>#sgstudio2024<br/>#danceperformance <br/>#rimalshahdance<br/>#rimalshahnewdance newdance <br/>#rimalshahdancemujra2024<br/>#Dance<br/>#Mujradance<br/>#Hotdance2024<br/>#shemaledanceperformance<br/>#rimalshahnewdanceperformance2024<br/>#rimalshahnewdance2024<br/>#rimalshahhotdance2024<br/>#rimalshahlatesdance2024<br/>#rimalshahfamousedance2024#sgstudiodance<br/>#sgstudiodance2024<br/>#rimalshahLatestDancePerformance2024<br/>#rimalshah<br/>#sgstudio2024<br/>#bollywoodsongdance2024<br/>#rimalshahbollywoodsongdance#sgstudiodance<br/>#sgstudiodance2024<br/>#rimalshah<br/>#sgstudio2024<br/>#danceperformance <br/>#rimalshahdance<br/>#rimalshahnewdance newdance <br/>#rimalshahdancemujra2024<br/>#Dance<br/>#Mujradance<br/>#Hotdance2024<br/>#shemaledanceperformance<br/>#rimalshahnewdanceperformance2024<br/>#rimalshahnewdance2024<br/>#rimalshahhotdance2024<br/>#rimalshahlatesdance2024<br/>#rimalshahfamousedance2024#sgstudiodance<br/>#sgstudiodance2024<br/>#rimalshahLatestDancePerformance2024<br/>#rimalshah<br/>#sgstudio2024<br/>#bollywoodsongdance2024<br/>#rimalshahbollywoodsongdance")
⏲ 3:32 👁 15K
_jake-gyllenhaal-takes-you-inside-apple-tv39s-presumed-innocent.jpg "Prepare to immerse yourself in the gripping world of legal drama with the Apple TV+ series \")
⏲ 2:0 👁 95K
_teri-sari-wish-puga-duga-124-wish-status-124-whatsapp-status.jpg "i believe that you like this videobecause i bring the most amazing dance and hope you will like it. cats are generated by Ai. if these are good then please like the video and subscribe my channel for more these")
⏲ 0:47 👁 15K
_aankhon-mein-teri-124-kk-124-slowed-reverb-124-vocal-only-124-om-shanti-om-124-mmz-124.jpg "#AankhonMeinTeri #OmShantiOm #KK <br/><br/>Aankhon Mein Teri | KK | (Slowed + Reverb) | Vocal Only | Om Shanti Om | MMZ |<br/><br/>Presenting the enchanting song \")
⏲ 3:11 👁 10K
_session-16-optimizing-open-ran-with-machine-learning-124-concept-overview.jpg "Hello and welcome to Session 16 of our Open RAN series! Today, we're diving into the fascinating world of machine learning and its impact on Open RAN networks. We'll be focusing on how machine learning can boost Open RAN performance, specifically in predicting throughput based on MCS coding schemes. This is a crucial aspect for optimizing network performance and resource allocation in Open RAN environments.<br/><br/>1. Introduction to Machine Learning in Open RAN:<br/>Machine learning plays a pivotal role in enhancing Open RAN networks by enabling predictive capabilities, particularly in throughput optimization. By leveraging machine learning models, Open RAN can predict throughput based on the Modulation and Coding Scheme (MCS) coding scheme. Throughput prediction is critical for optimizing network performance and efficiently allocating resources, ensuring a seamless user experience.<br/><br/>2. Developing Machine Learning Models for Throughput Prediction:<br/>Developing a machine learning model for throughput prediction in Open RAN requires several key considerations. Firstly, the model needs to be trained on a dataset that includes throughput data and corresponding MCS values. The model should be designed to handle the complex relationships between these variables and predict throughput accurately. Mathematical functions and algorithms such as regression and neural networks are commonly used for this purpose, as they can effectively capture the underlying patterns in the data.<br/><br/>3. Deployment of Machine Learning Models in Open RAN:<br/>The deployment of machine learning models in Open RAN involves several steps. Once the model is trained and validated, it is deployed to the network where it operates in real-time. The model continuously monitors network conditions and predicts throughput based on incoming data. This information is then used to dynamically allocate network resources, optimizing performance and ensuring efficient operation.<br/><br/>4. Training Data Acquisition Process:<br/>Acquiring training data for the machine learning model involves collecting throughput data and corresponding MCS values from the network. This data is then cleaned and formatted to remove any inconsistencies or errors. The cleaned data is used to train the model, ensuring that it can accurately predict throughput in various network conditions. The training data acquisition process is crucial as it directly impacts the accuracy and reliability of the machine learning model.<br/><br/>Subscribe to \")
⏲ 5:55 👁 10K
_ep-1-ep-1-sub-indo-124-124-the-reformation-siblings.jpg "(Ep 1) 战国妖狐：维新兄妹 Ep 1 Sub Indo | 戦国妖狐-世直し姉弟編 | The Reformation Siblings from o lela teri le")
⏲ 23:50 👁 35K
_peppa-pig-season-2-episode-43-rebecca-rabbit.jpg "Peppa Pig Season 2 Episode 43 Rebecca Rabbit from o lela teri le")
⏲ 5:30 👁 20K
_ep-7-ep-7-sub-indo-124-124-the-reformation-siblings.jpg "<br/>")
⏲ 23:50 👁 15K
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_fans-are-obsessed-with-new-netflix-series-at-100-on-rotten-tomatoes-and-now-the-star-is-speaking-out.webp "Netflix continues to churn out compelling original movies and series as one of the best streaming services to subscribe to. Fans certainly seem to be obsessed with one of their new releases, \")
_olympic-rings-light-up-on-eiffel-tower-ahead-of-games.webp "After being unveiled earlier in the day, the steel Olympic rings installed on the Eiffel Tower light up for the first time, as the countdown to Paris 2024 passes the 50-day mark.")
_3-intresting-facts-about-chahat-fateh-ali-khan-short-shorts.webp "3 Intresting facts about Chahat Fateh Ali Khan #short #shorts<br/>.<br/>Chahat Fateh 35 Ridiculous Songs Like Bado Badi Must Be Stopped !!!<br/>.<br/>In this video we will give you complete information about Chahat Fateh Ali Khan, why Chahat Fateh Ali Khan became famous?<br/>Why did Jahid Fateh Ali Khan's song Bado Badi become so popular in Pakistan and India as well?<br/>Has chahat Fateh Ali Khan really claimed that he has written and composed thirty five tracks himself?<br/>How Many Funny Songs of Chahat Fateh Ali Khan till date?<br/>What does Chahat Fateh Ali Khan mean when he sang the song Pao Pao?<br/>What was Chahat Fateh Ali Khan's song that was released above the World Cup?<br/>What does Chahat Fateh Ali Khan want to say in his song Lota Lota?<br/>How much money does Chahat Fateh Ali Khan charge for a concert or a performance for a wedding function?<br/>Was Chahat Fateh Ali Khan's song on PSL and Kameez Teri Kali Song become popular after Badu Badi released?<br/>What things did Chahat Fateh Ali Khan reveal in his interview?<br/>How many new songs of Chahat Fateh Ali Khan have been released after the Bado badi song?<br/>and more...<br/><br/>● Subscribe Main Channel : <br/>https://youtube.com/@knowmorebysfk?si=usS9Qdy2P2wg_oLg <br/>● Commentary/Voice Disclaimer:<br/>Please don't go out of your way to or hate on anyone I talk about in my videos, this channel is to entertain people and I usually focus on joking and criticizing about what the people are doing not the individual themselves Also Not For target Anyone As individual with prolonged or malicious insults based on intrinsic attributes. please don't go spreading hate it's all for laughs.<br/><br/>● Follow Me On :<br/><br/>Instagram :<br/>https://www.instagram.com/iamsaifferoz_91?igsh=MTkxYmp3Y2M2aTRzbg==<br/>Twitter :<br/>https://twitter.com/Kayanispeaks <br/>Facebook :<br/>https://www.facebook.com/Saifferoz91?mibextid=ZbWKwL<br/><br/>● Copyright Disclaimer Under Section 107 of the Copyright Act 1976, allowance is made for \")
_session-21-nfv-network-function-virtualization-concept-in-open-ran.webp "In this session, we'll explore the fundamental concepts of NFV (Network Function Virtualization) in the context of Open RAN. We'll delve into the orchestration of virtualized network functions, the role of NFV Management and Virtualization, and how these elements work together to transform traditional network architectures.<br/><br/>Understanding NFV in Open RAN:<br/><br/>NFV Fundamentals: Delve into the core principles of NFV, where traditional hardware-based network functions are replaced with software-based virtual instances, driving agility and scalability.<br/>Essential Components: Learn about the critical components of NFV architecture, including Virtual Network Functions (VNFs), NFV Infrastructure (NFVI), and the NFV Management and Orchestration (MANO) layer.<br/>Benefits of NFV: Explore how NFV optimizes resource utilization, accelerates service deployment, and reduces operational costs, fostering a more adaptable and responsive network ecosystem.<br/>NFV Applications in Open RAN: Understand the pivotal role of NFV in Open RAN, enabling the virtualization of RAN functions and facilitating the seamless deployment of new services.<br/><br/>Understanding NFV and Orchestration:<br/>NFV is a technology that virtualizes network functions traditionally performed by dedicated hardware. Orchestration is the automated arrangement, coordination, and management of these virtualized network functions to enable efficient network operation.<br/><br/>NFV Management and Virtualization (NFVM):<br/>NFVM is a key component of NFV architecture that manages the lifecycle of virtualized network functions. It handles tasks such as instantiation, monitoring, scaling, and termination of virtualized functions.<br/><br/>Orchestration Function:<br/>Orchestration in NFV involves coordinating the deployment and interconnection of virtualized network functions according to service requirements. It ensures that network resources are allocated efficiently and dynamically based on demand.<br/><br/>Conclusion:<br/>NFV and orchestration play a crucial role in the evolution of Open RAN, enabling operators to build agile, scalable, and cost-effective networks. Understanding these concepts is essential for anyone involved in the design, deployment, or management of modern telecom networks.<br/><br/><br/>Subscribe to \")
_husan-teri-kamzoori-rimal-shah-mujra-dance-performance-2024.webp "#sgstudiodance<br/>#sgstudiodance2024<br/>#rimalshah<br/>#sgstudio2024<br/>#danceperformance <br/>#rimalshahdance<br/>#rimalshahnewdance newdance <br/>#rimalshahdancemujra2024<br/>#Dance<br/>#Mujradance<br/>#Hotdance2024<br/>#shemaledanceperformance<br/>#rimalshahnewdanceperformance2024<br/>#rimalshahnewdance2024<br/>#rimalshahhotdance2024<br/>#rimalshahlatesdance2024<br/>#rimalshahfamousedance2024#sgstudiodance<br/>#sgstudiodance2024<br/>#rimalshahLatestDancePerformance2024<br/>#rimalshah<br/>#sgstudio2024<br/>#bollywoodsongdance2024<br/>#rimalshahbollywoodsongdance#sgstudiodance<br/>#sgstudiodance2024<br/>#rimalshah<br/>#sgstudio2024<br/>#danceperformance <br/>#rimalshahdance<br/>#rimalshahnewdance newdance <br/>#rimalshahdancemujra2024<br/>#Dance<br/>#Mujradance<br/>#Hotdance2024<br/>#shemaledanceperformance<br/>#rimalshahnewdanceperformance2024<br/>#rimalshahnewdance2024<br/>#rimalshahhotdance2024<br/>#rimalshahlatesdance2024<br/>#rimalshahfamousedance2024#sgstudiodance<br/>#sgstudiodance2024<br/>#rimalshahLatestDancePerformance2024<br/>#rimalshah<br/>#sgstudio2024<br/>#bollywoodsongdance2024<br/>#rimalshahbollywoodsongdance")
_jake-gyllenhaal-takes-you-inside-apple-tv39s-presumed-innocent.webp "Prepare to immerse yourself in the gripping world of legal drama with the Apple TV+ series \")
_teri-sari-wish-puga-duga-124-wish-status-124-whatsapp-status.webp "i believe that you like this videobecause i bring the most amazing dance and hope you will like it. cats are generated by Ai. if these are good then please like the video and subscribe my channel for more these")
_aankhon-mein-teri-124-kk-124-slowed-reverb-124-vocal-only-124-om-shanti-om-124-mmz-124.webp "#AankhonMeinTeri #OmShantiOm #KK <br/><br/>Aankhon Mein Teri | KK | (Slowed + Reverb) | Vocal Only | Om Shanti Om | MMZ |<br/><br/>Presenting the enchanting song \")
_session-16-optimizing-open-ran-with-machine-learning-124-concept-overview.webp "Hello and welcome to Session 16 of our Open RAN series! Today, we're diving into the fascinating world of machine learning and its impact on Open RAN networks. We'll be focusing on how machine learning can boost Open RAN performance, specifically in predicting throughput based on MCS coding schemes. This is a crucial aspect for optimizing network performance and resource allocation in Open RAN environments.<br/><br/>1. Introduction to Machine Learning in Open RAN:<br/>Machine learning plays a pivotal role in enhancing Open RAN networks by enabling predictive capabilities, particularly in throughput optimization. By leveraging machine learning models, Open RAN can predict throughput based on the Modulation and Coding Scheme (MCS) coding scheme. Throughput prediction is critical for optimizing network performance and efficiently allocating resources, ensuring a seamless user experience.<br/><br/>2. Developing Machine Learning Models for Throughput Prediction:<br/>Developing a machine learning model for throughput prediction in Open RAN requires several key considerations. Firstly, the model needs to be trained on a dataset that includes throughput data and corresponding MCS values. The model should be designed to handle the complex relationships between these variables and predict throughput accurately. Mathematical functions and algorithms such as regression and neural networks are commonly used for this purpose, as they can effectively capture the underlying patterns in the data.<br/><br/>3. Deployment of Machine Learning Models in Open RAN:<br/>The deployment of machine learning models in Open RAN involves several steps. Once the model is trained and validated, it is deployed to the network where it operates in real-time. The model continuously monitors network conditions and predicts throughput based on incoming data. This information is then used to dynamically allocate network resources, optimizing performance and ensuring efficient operation.<br/><br/>4. Training Data Acquisition Process:<br/>Acquiring training data for the machine learning model involves collecting throughput data and corresponding MCS values from the network. This data is then cleaned and formatted to remove any inconsistencies or errors. The cleaned data is used to train the model, ensuring that it can accurately predict throughput in various network conditions. The training data acquisition process is crucial as it directly impacts the accuracy and reliability of the machine learning model.<br/><br/>Subscribe to \")
_ep-1-ep-1-sub-indo-124-124-the-reformation-siblings.webp "(Ep 1) 战国妖狐：维新兄妹 Ep 1 Sub Indo | 戦国妖狐-世直し姉弟編 | The Reformation Siblings from o lela teri le")
_peppa-pig-season-2-episode-43-rebecca-rabbit.webp "Peppa Pig Season 2 Episode 43 Rebecca Rabbit from o lela teri le")
_ep-7-ep-7-sub-indo-124-124-the-reformation-siblings.webp "<br/>")
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