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Telcos Must Take the Lead to Speed Development of Autonomous Driving Mobile Networks with AI

In the age of Artificial Intelligence, the telecom industry must be prepared to take the lead to drive development of autonomous driving mobile networks, according to David Wang, Executive Director of the Board at Huawei in a keynote at the Ninth Global Mobile Broadband Forum (MBBF) in London.

“Over the past three centuries, three industrial revolutions have taken place, moving humanity from the mechanical and electrical eras to the information age,” Wang noted. “Each revolution has ushered in a new age and today rapid development of AI is triggering a Fourth Industrial Revolution ushering humanity into an era of intelligence.”

Wang began his speech by reviewing Huawei’s AI strategy and full-stack, all-scenario AI portfolio, which the company released in October. “Full stack” refers to the functionality of Huawei technology. Huawei’s full-stack portfolio includes chips, chip enablement, a training and inference framework, and application enablement. By “all scenarios”, Huawei means different deployment scenarios for AI, including public clouds, private clouds, edge computing in all forms, industrial IoT devices, and consumer devices.

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5G is now. Growing network complexity presents three major challenges for mobile network deployment. In an era in which 2G, 3G, 4G, and 5G co-exist, the complexities of network management cannot be addressed manually. New technologies and architecture such as Massive MIMO and heterogeneous networking make it more difficult to maximize network potential. As 5G enables more diverse mobile network services, the management of user experience is increasingly complicated. To address these challenges, Wang noted, we should deeply integrate AI with mobile networks to deliver a superior user experience, increase operating efficiency, and ultimately make autonomous driving mobile networks a reality.

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Autonomous driving networks go far beyond the innovation of a single product, and are more about innovating system architecture and business models. Huawei calls for all industry players to work together to clearly define standards and guide technological innovation and rollout. With the aim of improving service experience and operating efficiency, Huawei has proposed to build autonomous driving mobile networks step-by-step, from network planning and deployment, to operation and maintenance (O&M) optimization and service provisioning. Huawei has defined five levels of autonomous driving mobile networks and set 12 goals for the five levels, including assisted scenario-specific planning, automatic equipment configuration, automatic alarm monitoring, and coverage-based service provisioning.

Autonomous driving mobile networks are part of Huawei’s overall architecture for autonomous driving telecom networks – SoftCOM AI. According to Wang, intelligent mobile network capabilities must be built at the site, network, and cloud levels, due to the unique characteristics of mobile networks.

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At the site level, Huawei focuses on building capabilities such as scenario mapping, data collection and extraction, and low latency intelligent algorithms. The result is real-time data analysis and low latency intelligent inference.

At the network level, Huawei shifts its focus from network element-centric O&M to scenario-centric O&M and from network management to the convergence of management and control. This is to enable automated management and control of mobile networks by building risk prediction and intelligent identification capabilities into networks.

At the cloud level, intelligent models and training capabilities are built to deliver new-generation intelligent services. In the future, Huawei will utilize its global experience in automated network management to provide AI model development and training services for operators and continue to develop new AI services and update AI models while delivering AI as a Service (AaaS).

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Wang highlighted that Huawei serves over 400 global operators and has nearly 30 years of experience in the O&M of over 150 telecom networks. It also boasts an expert team specializes in telecom networks, which is one of the key strengths for the company to make autonomous driving mobile networks a reality.

Autonomous driving mobile networks are not built overnight. The value of automation can only be unleashed step by step, scenario by scenario. Huawei released a white paper on autonomous driving mobile networks during the event that goes into the details of how to automate mobile networks in seven scenarios, including site deployment and energy savings. As research advances, Huawei will update the use cases and publicize relevant research results.

“The age of AI is here. Huawei looks forward to working with all industry players to apply AI in mobile networks and develop innovative methods for network management,” said Wang. “With the aim of higher efficiency, better performance, and more agile services, Huawei is committed to taking complexity itself while creating simplicity for our customers. Together, we will make autonomous driving mobile networks a reality in the 5G era.”

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34 Comments
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  8. Liueqf says

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    Troublesome to pursue. Sure, guys, if you’d like to this point a Ukrainian princess, don’t even think conquering her is straightforward. Even though it seems as if these women maintain their seems to be and figures effortlessly, they spend a substantial period of time to uphold their elegance. They attend to the precedence needs of displaced police girls. Crimean police mentioned Valeyeva was fined 40,000 rubles (680 euros), whereas her buddy was given a 10-day prison sentence. Moreover, a lot consideration is given to the care of their faces and hair. Apart from, the majority of ladies dwelling in Ukraine have pale white skins. ROCHESTER, N.Y. – Born in Ukraine and now dwelling in Rochester, Tatyana Tymkiv is in contact with Ukrainian women around the country. The place can I find ladies to marry in Ukraine? There are a lot of standard ladies from Ukraine. In Ukraine, there are so many gorgeous ladies that you simply would possibly suppose that nearly everybody can be a model. Now she stated she is returning to eastern Ukraine, near the border with Russia. Rush to seek out your spouse proper now.

    Youngsters who’re ukraine babes in the camps with their mothers should be repatriated collectively, in holding with the children’s right to family unity, Human Rights Watch said. There are also a number of charges you’ll must cowl that, together, quantity to round $1,000. Why are there so many divorced women in Ukraine? For example, Ukraine ladies have stronger views on household and commitment, and wish to be married once and for all. Good bodies. Look at the our bodies of ladies like Dasha Astafieva, Katya Onyshecnko, and Dasha Ulyanova. The number of divorced women in Ukraine can only imply one thing: these ladies know their worth and won’t settle for much less. Ukraine is a country where you may meet essentially the most charming ladies on this planet. The very best tribute is to be paid to courageous women which can be at present defending Ukraine from Russia’s military aggression, including all volunteers who each day threat their lives when ship provides to the entrance line and humanitarian assist to the affected areas. Ukraine is one among not less than fifty eight international locations, including France, Germany, and Russia, with citizens being held as ISIS suspects and relations in northeast Syria, Iraq, Libya, and Turkey. To earn extra, I need to work extra,’ stated Natalia Matsiuk, who has been employed for four and a half years by an company to work in considered one of Poland’s largest discount chain shops.

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    That’s Not an actual Relationship – It Won’t Final! Those candy gestures are enormously appreciated and won’t go unnoticed. The perfect d***** advice is to know that relationships and courting are a skill that may be learned. Critically, don’t underestimate how much texting somebody again promptly or calling them to comply with up on a date could make a difference in winning them over. The bottom line is refinding it and recognizing it is as far more highly effective than the masculine female. It’s fairly protected to say that it is best to avoid cheesy decide-up-strains (for the report, ALL decide-up-strains are cheesy) in case you are inquisitive about greater than just a hookup. If you end up on a courting app, looking for a severe relationship, you must be sure that the people you match with are on the same page. For us: i initially noticed his page in swiping and stopped taking care of a “non-negotiable cat” then just a few weeks later, I noticed him once more in a different “looking area” and it said “99% match”. Some apps like Hinge allow you to specify the type of relationship you might be looking for, that is an easy solution to just remember to and your matches are on the identical page.

    Discover out about social charmdate.com occasions in your area and attend them wanting your finest. Whereas you’re on the lookout for the appropriate man, you’ll be able to still find male companionship. Whether or not it’s a standard dinner-and-a-movie night, a web based date, or the prelude to a protracted-time period relationship, the following pointers will help maximize a lady’s probability of relationship success. Listed below are 15 tips you can observe that can assist you navigate the trendy relationship scene. I can assist get to the bottom of what your real relationship priorities, values, and dealbreakers are, and then join you with different like-minded singles who truly complement your way of life. You’ll be able to meet new people by means of mates and family. Even in case you have on a regular basis on the earth, relationship apps are nice because they present you fascinated people in your area, saving you the embarrassment of approaching a cute somebody at a espresso shop who seems to be in a relationship… The connection will likely be so significantly better and healthier if emotions and communication are reciprocal. Mendacity about yourself is not going to solely lessen the variety of attainable matches however can be an issue sooner or later once you’ve established a relationship.

    Assembly somebody and d***** may be loads of fun. Don’t neglect the saying “you kiss plenty of frogs earlier than meeting your prince” or princess. After you match with someone, it’s important to talk a bit to make sure that you’ve got things in common, however it’s crucial that you don’t cover all the small speak before you really meet in individual. There are additionally some stuff you want to think about. “Your date will not have an interest and it can make things really feel awkward. We can hold fingers and smooch, however let’s keep some sense of mystery going. Just stop. I included multiple genders to acknowledge totally different situations, but let’s face it, this is almost all the time used in the context of policing girls for not conforming to patriarchal standards. Ladies shouldn’t care what you like if you’re belittling them for who they are. So whoever your date is (I don’t care if he’s Jeff Bezos’ son or a distant cousin of Invoice Gates), at all times guarantee it’s not simply your makeup and hair brush you stuff in your purse whereas you’re going out.

    You need these footage to convey your best self whereas also portraying you accurately. Males often write books and inform you what they don’t want and what they do need, whereas ladies write the most boring profiles like, “I love knitting. You could find love and friendship online if you end up an individual with a disability. Self-confidence shouldn’t be a prerequisite for deserving someone else’s love. They might know somebody you will get along properly with. The payoff is, as soon as she opens up and commits to you, you’ll reap the benefits of a grateful and loving lady. I’ve a socially anxious friend who swore by a shot of vodka to calm his nerves earlier than a first date – that’s, till the evening he went for 2 pictures as an alternative. The perfect date night time ideas, d***** tips and recommendation from our Toronto specialists. That’s actually, actually essential for getting your game on for courting. The latter are impersonal, and relationship is all about getting to know somebody personally. Folks consider that men are the last word romantic authority and that this proper stems from masculine energy over femininity. Some individuals assume that when somebody talks about what’s occurred to them previously it means they’re nonetheless dwelling it or aren’t fully over what’s happened.

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    One who remains to be on the stage of the symbiosis is afraid of being abandoned and the one which reached this stage could really feel stifled. The stage of differentiation, nevertheless, is crucial to the survival of the couple since it’s throughout this stage that the lovers be taught to express clearly and brazenly what they are, what they need, and what they assume. That is the most troublesome step for the couple since, noting their variations, the partners query the validity of their relationship. The partners need to get closer and they offer back to the significance of their relationship. Right off the bat, they are saying if they’re looking for a critical relationship or if they’re looking for something informal, and if that’s the case, precautions should be taken. For those who want to benefit of more than that, in that case, you require subscribing. Read on to be taught extra in regards to the dynamics of a pair. They start doing things as a pair again. “Bumble’s a extremely good app to begin with because it has a very easy interface and girls make the first move. The statistics confirmed that round 90% of people develop into somebody completely totally different in the primary meet.

    If a person finds your profile interesting and never generic then you have got elevated your probabilities of someone showing curiosity in you. The vast majority of free online d***** service enable you write the profile by inquiring key questions for example age, stature, gender, place, favorite pastimes, and pursuits. Free Tinder/ Bumble, or Hinge Model Profile – Alongside together with your profile creation order you will also receive a profile that’s [url=https://www.slideshare.net/asiadearreview]asiame.com review[/url] formatted for Tinder/ Bumble fashion relationship apps at no further cost. Many online d***** websites permit shoppers to utilize it earlier than they are required to shell out monthly, quarterly or yearly subscription charge. The majority of free online d***** providers permit you to submit a number of pictures, to be proven to the attainable matches. Your header is the first thing which revel your face over the world of single courting sites so make it pretty much as good as possible. The traits of free d***** websites make the arrangement and suppliers very properly-favored by the potential shoppers.

    Enter your situation, click submit, and a world of possible dates shall be launched to you. Laurie Davis Edwards, founder of eFlirt and creator of Love @ First Click on, tells Bustle that summer season is the perfect time to branch out and shake up your routine (and hopefully enhance your online d***** sport). Options that stand out are designed to fasten your connection to the potential love of your life. So go on the market and discover your love in Canberra as we speak. Completely different sites may supply totally different features akin to questionnaires, multiple-choice tests or quiz features that will help you illustrate what you’re in search of in a associate and slender down your options from there. A few of these Web sites are designed to swimsuit totally different women and men. For example, these Web sites will be designed for women and men with totally different nationalities, sexual orientations, religions, and pursuits. Quite a few free online d***** sites even inquire more distinctive issues, as an illustration your suggestion of a romantic date or whether or not you’re in quest of an informal relation or matrimony. Quite a lot of free online d***** companies will permit you instantaneous communication or publish on a discussion board together with your member daters.

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    Our writers and editors analyzed these platforms in great detail and got here to the conclusion that each one 5 of these web sites can offer you an honest on-line relationship expertise. So, on this part, we’re going to share with you a couple of pieces of advice that will help you will have a proper online courting experience on a web site that you just deserve! Relationship a Russian man/woman is an experience it’s best to eagerly anticipate because of its quite a few advantages, some of which have already been talked about. The beauty of Ukrainian girls has been described in numerous songs, poems, and movies, but you continue to must see it in person to fully experience it. Russian ladies know that love can’t be purchased for cash. The more you realize them the extra you love them and it is great that the Ukrainian individuals like foreigners so much. In terms of the web relationship market, there are more popular European international locations for relationship. Following one of the best practices in on-line d*****, there is no pay-per-letter or pay-per-minute on our site – speak as a lot as you need for a 1-time reasonably priced membership price.

    The registration process won’t take a lot time and requires you to fill in standard information. To get more info on them, make a behavior of vising our site, you won’t be disappointed. Some of them are extra traditional, others are trendy, and all of them characteristic completely different customs. We bet that you simply won’t have the ability to resist the charm of Ukrainian brides who are searching for their overseas princes. The first interplay with the ladies is free, but later you will have Credits to maintain communicating with them. Sometimes, a first date entails going to a fancy restaurant or bar. Whenever you ended up going out with some to various places like the karaoke bar, museums, and different areas of attraction after her acceptance of your proposal, consider yourself off the one market. Here you’ll meet a whole lot of single and engaging women coming from Ukraine who will fortunately be your good friend, companion or wife. Single russian, chat with japanese europe relationship site by title, russia, fall in europe, italian, italian, latin, together with the usa and messaging. We continued speaking to one another by way of video chat on daily basis, and two months in the past, I realized that I beloved that man, and that i had to maneuver in with him.

    How to communicate with other members: the vary of communication instruments isn’t restricted to instant messaging and mails since males can even call and begin a video chat with women they like. Girls are beautiful in every single place. Sexy Slavic women don’t cheat on their husbands and always stay faithful. Ukraine is a great nation which is value visiting for everybody concerned about Slavic and East-European tradition: its lovely nature and history won’t leave you indifferent and also you will certainly have numerous reminiscences about the trip. End up a Slavic partner at the moment by signing up on any of [url=https://www.dailymotion.com/CharmDate]charmdate review[/url] the above websites. Some ladies will solely be on the site for a couple of days until they meet their match – view recent listings and speak to them immediately! You will need to use credit to avail of all perks of the location. Use a profile image that passes a message. We use a 5-step verification course of to guarantee your piece of thoughts when seeking r****** online. We assure you high-notch and quality content at all times. There are tons of of relationship web sites accessible however only a handful of them are reliable and can be trusted to ship quality and ethical companies. Our webpage gives courting companies for the males who are eager about meet Ukrainian ladies.

    This system affords you nice flexibility and management over your expenses, allowing you to save lots of cash. The increased thirst for control over the West has made it almost unattainable for marriage between a native and a foreigner to happen. It is unattainable. The one approach of winning a heart of a Russian bride is proving that you simply really care about her and her character. There will probably be quite a lot of struggles and miscommunications along the way in which. It should be noted that common updates on navigating the online d***** space can be shared right here. When meeting a French individual on European d***** sites, don’t confuse their grasp compliments for true love. That’s entirely free and could also be fun should you don’t want to fulfill your excellent match within the shortest time potential. Native ladies are in search of American men who are fun to be round. Already of their 20s, they think like adult women and they have already set the priorities.

  12. Johnbev says

    How to kick up with someone

    The life cycle of a courting is different for everyone, But most of us can relate to the feeling that a spouse has stalled.

    whether it’s due to deeply cut emotional wounds or simply the feeling that you’re growing apart, It’s helpful to have a roadmap for how to break up in a way that is compassionate and clear to your partner.

    Clarify your feelings about romantic relationship Ultimately, You can’t move forward with a breakup that will stick until you have absolute clarity from one or both partners that your relationship cannot be salvaged.

    it’s tough to reach this conclusion on your own. A counselor can help you unpack your feelings and help you get clear on the needs you have [url=https://www.crunchbase.com/organization/latamdate-com]latamdate.com[/url] in the relationship and how to communicate them to your partner. People often come to relationship expert Susan Winter when they are considering a breakup. She has seen clients trip on the decision for months or cry wolf and threaten a breakup as a tactic to get the relationship back on track. She recommends journaling to think through your heartaches. “Figure out what you need and what you’re looking for, And be able to identify in clear language to engage with your partner or with your couples counselor what it is that you need and want that you’re not getting,

    see how and when to have ‘the talk’ Always awkward but very necessary, You need to decide where and when to have the talk. individuals have different approaches, And you need to decide what’s best based on your friendship. Think about how your significant other might take the news and whether this will come out of left field, Or if they may be expecting it and thinking it too. Psychotherapist jack A. Daniels believes in having the interaction in a public space so you both can walk away and process separately while Susan Winter believes you should speak in private.

    John Paul Brammer of the popular advice column Hola Papi! Suggests you set happens for a breakup with the famous line, “we should talk, car a plan to discuss, Clarify a foreign language for delivering the news, through journaling or conversations with your counselor.

    Breaking up doesn’t always happen in a one and done connection: It could take place in a series of micro blog posts that ultimately lead to a break.

    daily Kit

    Can I Date That Co artist? What keep in mind Before An Office R******

    Plan out the separation process Ending a relationship can mean splitting up friendships, building, Pets and even family members. The longer you’ve been together and the more deeply enmeshed husbands and wives are, The more technical this process will be and generally the longer this process will take. Try to lead with compassion for your lover but remain clear and steadfast in your decision.

    If you aren’t married and required to check a formal process of dividing up property, It’s still smart to memorialize your agreement on who is taking which pets and property on paper. This can help you avoid another conflict later on in life.

    being Kit

    Long Distance unions Are Tough. Here’s Advice for making them Work

    John Paul Brammer also recommends that you can either unfriend or snooze your ex’s posts on social media. Continuing to see them and follow the changes in their life is more likely to bring you pain and question your decision than it will take you joy and perspective.

    in any event, It’s important that you take a period of time to reset and renew yourself. Figure out who you are and what makes you happy outside of the context of a relationship. this tends to involve journaling, self care, More counseling or simply reinvesting in friendships and family marriages.

    your life Kit

    Americans Are Drinking More through the Pandemic. Here’s How to cut back

    D***** apps really should not be your only way to date, but the truth is. John Paul Brammer suggests joining a hiking group or other special interest community to correspond with like minded people.

    Eventually everyone progresses, But everyone has started to so many ways of doing that. Some audience said they took up a new hobby, other issues meditated, Some wrote letters to past partners, And some took a break from d***** to process the pain sensation and move on.

    friendships can be complicated, But when the pain of staying is higher than the pain of leaving, You know it’s time to go and at last you can build your life anew and hopefully find love once more.

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