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_ex-wife39s-seduction.webp "《前妻的诱惑》Marrying the man she loved but she was used as a human shield. The woman was disheartened and divorced. Then she ran into a billionaire CEO. She thought he was interested in her identity, but she didn't expect that he was an innocent man who had been secretly in love with her for ten years. She was a scumbag. Her ex-husband regretted seeing her radiantly.#短剧 #爆款 #新剧")
_man-diagnosed-with-stage-four-testicular-cancer-completes-half-marathon.webp "A man who was diagnosed with stage four testicular cancer completed a half-marathon.<br/><br/>Callan Rogers, 28, ran a half-marathon in March despite being about to enter his sixth round of chemotherapy treatment.<br/><br/>Callan, from Stratford in London, was diagnosed at the age of 26.<br/><br/>When his latest round of treatment stopped working, he decided to run a half-marathon and completed it in two hours and 29 minutes.<br/><br/>Callan, a fire safety officer, said: \")
_she-was-drugged-but-ran-away-and-kissed-a-random-man-and-this-man-changed-her-destiny.webp "She was drugged but ran away and kissed a random man and this man changed her destiny")
_rivalry-turns-into-joy-playful-teasing-turns-into-laughter-and-fun-for-siblings.webp "This elder brother, Rory, was playfully annoying his younger sister, Ada, until she couldn't take it anymore.<br/><br/>With a playful grin, Ada turned and gently slapped him.<br/><br/>Suddenly, both of them burst into laughter, their giggles filling the room like a burst of sunshine.<br/><br/>In no time, Ada began chasing Rory, their footsteps echoing as they ran around in circles. Their laughter continued, making the house feel alive with joy.<br/><br/>It was a moment of pure, innocent fun, showcasing the special bond they shared as siblings.<br/>Location: Preston, England<br/>WooGlobe Ref : WGA190875<br/>For licensing and to use this video, please email licensing@wooglobe.com")
_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 \")
_the-history-of-warfare-blood-and-steel-kaiserschlacht-92.webp "For educational purposes<br/><br/>This military documentary looks at the last great German offensive of the First World War, the so-called 'Kaiserschlacht', or 'Emperor's Battle'. <br/><br/>Dubbed 'Operation Michael', this 1918 offensive saw the German Army amass 6,000 artillery pieces and a million troops to launch a devastating blow on the unsuspecting British and French lines. <br/><br/>Yet, after some of the bloodiest fighting of the entire war, and despite impressive initial German gains, the 'Kaiserschlacht' was doomed to failure as the Germans ran out of men and equipment. <br/><br/>After having broken the offensive and three years of stalemate, the Allies were able to finally defeat the German Army in the field. <br/><br/>Features archive footage, expert analysis and period imagery.")
_wembley-stadium39s-security-will-be-asked-once-again-following-a-turbulent-champions-league-final.webp "Major questions over Wembley Stadium's security will be asked once again following a turbulent Champions League final that saw pitch invasions and 53 arrests.<br/><br/>Real Madrid claimed a record-extending 15th Champions League last night thanks to goals from Dani Carvajal and Vinicius Jr as they defeated Borussia Dortmund 2-0 in European club football's annual flagship match, this year hosted in London. <br/><br/>But the event was soured for some before kick-off when fans were seen charging towards the iconic stadium and attempting to enter via the 'Club Wembley' entrance, before being pushed back and turned away by security.<br/><br/>A series of pitch invaders then ran across the turf unchallenged in the early minutes of the match, forcing a halt in play. One of the people who ran onto the pitch stopped to take a selfie with Real Madrid star Vinicius Junior in what appeared to be an online dare with a cash reward up for grabs.<br/><br/>Then, following the full-time whistle, exclusive footage obtained by MailOnline appeared to show fans streaming through a stadium side door as the trophy ceremony was underway.<br/><br/>These lapses came despite a £ 5 million ring of steel defense being put in place by the Football Association to avoid a repeat of England's Euro 2020 day of shame.<br/><br/>That final - held in 2021 having been delayed due to the COVID-19 pandemic - saw ticketless fans storming the gates to gain access to the stadium.<br/><br/>Footage from outside Wembley tonight showed a group of men - many of whose faces were hidden under hoods - attempting to rush the stadium entrances, in scenes reminiscent of the 2021 events, albeit not on the same scale.<br/><br/>Some could be seen getting inside the Club Wembley entrance as they broke past security but were quickly turned around.<br/><br/>As well as this, the video outside the stadium shows what appears to be men fighting on the ground.<br/><br/>To combat this, police mounted on horses rushed in as reinforcements with riot police also seen marching down the street to regain control.<br/><br/>There were chaotic scenes inside the stadium, too, when shortly after kick-off, Wembley Stadium security staff had to jump into action to remove two pitch invaders.<br/><br/>Another person then ran onto the field to the visible annoyance of some players. <br/><br/>It took four security staff to apprehend the last invader, marking a shaky start to the night. Police later said five pitch invaders had been arrested.<br/><br/>It has since been revealed that a controversial Russian streamer promised the pitch invaders who stormed the Wembley turf £300,000.<br/><br/>The troublemakers wore t-shirts promoting 'Mellstroy', a scandalous vlogger who offered the prize reward to anyone who would invade the pitch in his name. <br/><br/>In 2020, the Moscow-based streamer Andrey Burim beat up a model and smashed her head onto a table during a YouTube livestream. <br/><br/>Burim also grabbed the model, Alena Efremova, by the neck during a social media party live-streamed to his then-680,000 YouTube subscribers. <br/><br/>The attack left a traumatized Efremova")
⏲ 1:15 👁 100K
_eylul-and-ali-asaf-boxing-heartbeat-episode-2.webp "No matter how a terrible place the world is, there is always someone who proves that the good always wins. Maybe that’s the first and only chance given by a fate that has never been fair to you. The name of that chance that will change the fate of eighteen-year-old high school student Eylul (Oyku Karayel) is Ali Asaf Denizoglu (Gokhan Alkan). The story begins in a high school of a town in the Aegean region. After the two part ways, they cross paths again on the roof of Istanbul’s best hospital! The young brain surgeon Eylul tells her story while she gives a good beating to a group of bullies who raids the hospital’s emergency room. She was a rebellious girl who had changed schools many times and whom teachers didn’t want to deal with. Even when her father picked her up from the last school she got expelled from and beat her very bad, she did not shed a single teardrop. However, that day her whole life changes; the prayer of her grandmother, who ran a small hostel in Marmaris and opened her house to Eylul brings a miracle. \")
_mr-beast-funny-and-entertainment-video-hindi-daube.webp "Hi, Guys Welcome to\")
_dancougar-super-beast-machine-god-124-show-124-1985-124-official-clip.webp "Dancougar - Super Beast Machine God is a super robot anime television series. The show ran for 38 episodes from 4 April| dHNfSTVjUkZ2NWlMdnc")
_musafer-or-quly-ki-kahani-124-urdu-92-hindi.webp "A man who wanted to go from Lahore to Karachi gave his luggage to a Qali and asked him to take him on his train.It was from Lahore to Karachi.He had to go to Karachi by train, so he reached the railway station and bought a ticket.<br/>Qali picked up the luggage and followed behind Sahib. Since the time was very short, Sahib was walking towards the platform quickly. Qali also picked up the luggage and ran from behind.He reached early, but because the crowd was high, the fort got stuck in the crowd along with the goods. He was repeatedly looking at the road, but there was no sign of the fort, so the guard blew his whistle and the train started moving.<br/>voice for this story taken from Qadir Bux Kalhoro Facebook page.<br/>I am very thank ful of Mr Qadir Bux Kalhoro.")
_groom-surprises-bride-with-penguin-ring-bearer-at-wedding.webp "A groom surprised his bride on their wedding day - with a penguin ring bearer.<br/><br/>Joe Keilty, 36, invited four special feathered guests when he tied the knot with his partner, Kerri Parry, 38, on May 5, at Old Palace, in Chester, Cheshire. <br/><br/>Penguin-obsessed Kerri was over-the-moon when she first spotted one of the birds waddling down the aisle after their best man, Daniel Welch, 36. <br/><br/>Daniel and groomsman, Craig Hindley-Poppitt, 34, had pretended the rings had been lost and ran out of the ceremony.<br/><br/>They returned with a bucket of fish and a penguin in tow - which waddled down the aisle carrying the rings on a pink ribbon tied around its neck.<br/><br/>The penguin waited patiently through the rest of the ceremony then joined the three others and the rest of the guests for the photos.")
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