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To the fan or the informal onlooker, a Components One race includes drivers, the automobile, and a pit crew. These are the seen groups that you simply see on the race.

Followers know there’s a manufacturing unit of high-end engineers who craft the automobiles that do battle on tracks globally, however there’s one other equally essential and high-end staff that’s much less seen – knowledge.

The Bahrain Grand Prix, for instance, demonstrated the facility of information to win a race. In one of many closest and hardest-fought contests, Lewis Hamilton and the Mercedes-AMG staff beat laborious competitors from Crimson Bull and Max Verstappen, who had the lead from the beginning lights.

Whereas Hamilton and Mercedes stayed near Crimson Bull, because of the staff’s data-decision methods, Mercedes had been capable of execute an undercut, a call to pit early for contemporary tyres and use the additional efficiency from these tyres to take the lead.

The contemporary tyres meant Hamilton was capable of lap the circuit as much as two seconds quicker than Verstappen.

The undercut befell on the primary pit cease, and the plan was to place Verstappen beneath stress of a second undercut from third-placed Valtteri Bottas within the second Mercedes.

Nevertheless, a mechanical difficulty delayed Bottas’ pit cease, and chief Hamilton confronted the chance that Verstappen and Crimson Bull would counterattack with their very own undercut.

Bahrain is a race that has excessive tyre put on, and since Hamilton pitted early he needed to do further laps on worn tyres. This allowed Verstappen to get near Hamilton and put the staff beneath immense stress within the closing laps.

Hamilton received by simply half a second, with driver excellence in defending tyres – mixed with the staff’s data-decision methods – carrying the victory.

The timing of pit stops to execute an undercut is only one space the place knowledge has modified the race.

For the 2021 season, new guidelines had been launched associated to automobile aerodynamics. A brand new aerodynamic package deal can fully change the traits of the automobile.

Mercedes-AMG makes use of TIBCO Spotfire to maintain observe of the automobile set-ups utilized by the staff throughout the season, and to unpick that knowledge and map it to new knowledge from testing and simulations.

Collectively, these knowledge units present insights into how the automobile behaves beneath the brand new rules, and this helps direct automobile growth and race methods.

Spotfire is a key device in post-race critiques, permitting the staff to analyse race occasions equivalent to race begins, and develop knowledge units targeted on a observe and its situations, that are invaluable for future races.

Insights the staff has gained embrace braking traction, tyre traction restoration, and throttle utilization, all of that are used to know and tweak ongoing race methods.

Digital twin to the check

The info collected from every race is used within the construct as much as the following race. The staff developed a digital twin of the automobile, together with mathematical fashions of the automobile’s sub-assemblies.

This permits the staff to check and analyse thousands and thousands of automobile set-up and race eventualities prior to imminent occasions, and not using a actual automobile turning a wheel. Simulations are run for greater than 50 set-up parameters within the sub-assemblies, in addition to issues for components such because the climate situations and driver preferences.

The digital twin additionally allows Mercedes-AMG’s staff to continually tweak the automobile, with totally different groups of specialists engaged on totally different modules and sub-assemblies.

Visible evaluation capabilities allow the automobile dynamics groups to share their insights with the observe engineers, who can then drill down, filter and run what-if eventualities and trade-offs to determine areas of efficiency benefit. 

Collaboration is essential, and engineers on the manufacturing unit, or trackside engineers travelling from race to race, share data and put together for the Grand Prix forward.

Engineering groups typically come collectively en path to the observe, at an airport and even within the airplane to take a look at the simulation knowledge and uncover alternatives for efficiency enchancment.

As soon as on the racetrack, the collaboration continues, and the simulation knowledge feeds into setting the automobile up for the observe classes, qualifying and race day.

Because the observe classes unfold, the trackside staff responds to adjustments in climate and incorporates suggestions from the drivers.

This identical stage of research is used to optimise the efforts in creating and manufacturing the automobile.

A brand new price cap was not too long ago launched to the game by the FIA, the governing physique of motor racing. This retains annual spending at $145 million per staff, and whereas it is a important amount of cash, this price range has to cowl the design, engineering, working, and racing prices for your entire Mercedes-AMG Petronas Components One organisation.

When the automobile construct and racing prices are taken out of the $145 million, the remainder of the event price range is sort of constrained.

So, any financial savings Mercedes-AMG can obtain boosts the event price range accessible to maintain the automobile on the entrance of the grid.

The Mercedes-AMG and the TIBCO Information Science groups collaborated to develop Spotfire visible analytics instruments that present up-to-the-minute price and worth data to engineers and enterprise workers.

The Spotfire evaluation encompasses a tree map of automobile parts with drill-down to supplementary tabular knowledge that quantify the worth and value of parts.

This permits particular person groups and engineers to work in parallel, optimising their sub-assembly worth and value.

The TIBCO Information Science staff additionally developed a customized “concertina” visualisation, utilizing ”Spotfire Mods“, to analyse price and worth holistically.

On this visible evaluation, all of the automobile sub-assemblies are included and proven at a high-level, with drill down into every fold of the concertina to analyse particular person worth price trade-offs inside and amongst sub-assemblies.

These visible analyses have resulted in some fast wins, together with selective use of protecting coatings on automobile components and their surfaces. The usage of such coatings was beforehand widespread, and the groups at the moment are capable of trim prices with extra even handed use of some greater price coatings.

Backside line, at each twist and switch of each race, throughout the season and at each resolution, the drivers, staff managers and engineers make knowledge and analytics play a central position.

From automobile design and manufacturing to automobile setup, configuration, and race technique, the Mercedes-AMG staff keep on the high of the analytics heap. The previous seven consecutive driver and constructor championships are a transparent testomony to this!

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AI Robotics

Robotic Surgery Is Safer and Improves Patient Recovery Time

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Abstract: Robotic surgical procedure for bladder elimination decreased restoration time and hospital keep length for sufferers, researchers report.

Supply: UCL

Robotic-assisted surgical procedure used to carry out bladder most cancers elimination allows sufferers to get better way more rapidly and spend considerably (20 per cent) much less time in hospital, concludes a first-of-its type medical trial led by scientists at UCL and the College of Sheffield.

The examine, revealed in JAMA and funded by The Urology Basis with a grant from the Champniss Basis, additionally discovered robotic surgical procedure lowered the possibility of readmission by half (52 %), and revealed a “hanging” four-fold (77 %) discount in prevalence of blood clots (deep vein thrombus & pulmonary emboli) – a big reason for well being decline and morbidity – when in comparison with sufferers who had open surgical procedure.

Sufferers’ bodily exercise – assessed by every day steps tracked on a wearable good sensor – stamina and high quality of life additionally elevated.

Not like open surgical procedure, the place a surgeon works immediately on a affected person and includes massive incisions within the pores and skin and muscle, robot-assisted surgical procedure permits surgeons to information minimally invasive devices remotely utilizing a console and aided by 3D view. It’s presently solely out there in a small variety of UK hospitals.

Researchers say the findings present the strongest proof thus far of the affected person advantage of robot-assisted surgical procedure and are actually urging Nationwide Institute of Scientific Excellence (NICE) to make it out there as a medical choice throughout the UK for all main belly surgical procedures together with colorectal, gastro-intestinal, and gynecological.

Co-Chief Investigator, Professor John Kelly, Professor of Uro-Oncology at UCL’s Division of Surgical procedure & Interventional Science and advisor surgeon at College Faculty London Hospitals, stated: “Regardless of robot-assisted surgical procedure turning into extra extensively out there, there was no important medical analysis of its total profit to sufferers’ restoration.

“On this examine we wished to ascertain if robot-assisted surgical procedure, when in comparison with open surgical procedure, lowered time spent in hospital, lowered readmissions, and led to higher ranges of health and high quality of life; on all counts this was proven.

“An surprising discovering was the hanging discount in blood clots in sufferers receiving robotic surgical procedure; this means a protected surgical procedure with sufferers benefiting from far fewer problems, early mobilisation and a faster return to regular life.”

Co-Chief Investigator Professor James Catto, Professor of Urological Surgical procedure on the Division of Oncology and Metabolism, College of Sheffield, stated: “This is a crucial discovering. Time in hospital is lowered and restoration is quicker when utilizing this superior surgical procedure.

“In the end, this can scale back mattress pressures on the NHS and permit sufferers to return residence extra rapidly. We see fewer problems from the improved mobility and fewer time spent in mattress.

“The examine additionally factors to future traits in healthcare. Quickly, we might be able to monitor restoration after discharge, to seek out these creating issues. It’s doable that monitoring strolling ranges would spotlight those that want a district nurse go to or maybe a check-up sooner within the hospital.”

“Earlier trials of robotic surgical procedure have targeted on long run outcomes. They’ve proven comparable most cancers remedy charges and comparable ranges of long run restoration after surgical procedure. None have checked out variations within the fast days and weeks after surgical procedure.”

Open surgical procedure stays the NICE “gold customary” suggestion for extremely complicated surgical procedures, although the analysis group hope this might change.  

Professor Kelly added: “In mild of the constructive findings, the notion of open surgical procedure because the gold customary for main surgical procedures is now being challenged for the primary time.

“We hope that each one eligible sufferers needing main belly operations can now be provided the choice of getting robotic surgical procedure.”

Rebecca Porta, CEO of The Urology Basis stated: “The Urology Basis’s mission is straightforward – to save lots of lives and scale back the struggling brought on by urological cancers and illnesses. We do that by means of investing in cutting-edge analysis, main schooling and supporting coaching of well being care professionals to make sure that fewer lives shall be devastated.

“We’re proud to have been on the coronary heart of the step change within the remedy and take care of urology sufferers since our inception 27 years in the past, and the outcomes of this trial will enhance bladder most cancers sufferers’ remedy and care.”

Bladder most cancers is the place a progress of irregular tissue, often known as a tumour, develops within the bladder lining. In some instances, the tumour spreads into the bladder muscle and might result in secondary most cancers in different elements of the physique. About 10,000 persons are identified with bladder most cancers within the UK yearly and over 3,000 bladder removals and reconstructions are carried out. It is without doubt one of the most costly cancers to handle.

Trial findings

Throughout 9 UK hospitals, 338 sufferers with non-metastatic bladder most cancers have been randomised into two teams: 169 sufferers had robot-assisted radical cystectomy (bladder elimination) with intracorporeal reconstruction (technique of taking part of bowel to make new bladder), and 169 sufferers had open radical cystectomy.

The trial’s major end-point was size of keep in hospital post-surgery. On common, the robot-assisted group stayed eight days in hospital, in comparison with 10 days for the open surgical procedure group – so a 20% discount.  Readmittance to hospital inside 90 days of surgical procedure was additionally considerably lowered – 21% for the robot-assisted group vs 32% for open.

An additional 20 secondary outcomes have been assessed at 90 days, six- and 12-months post-surgery. These included blood clot prevalence, wound problems, high quality of life, incapacity, stamina, exercise ranges, and survival (morbidity). All secondary outcomes have been improved by robot-assisted surgical procedure or, if not improved, virtually equal to open surgical procedure. 

Sufferers’ bodily exercise – assessed by every day steps tracked on a wearable good sensor – stamina and high quality of life additionally elevated. Credit score: UCL

This examine, and former research, present each robot-assisted and open surgical procedure are equally as efficient with reference most cancers recurrence and size of survival.

Subsequent steps

The analysis group is conducting a well being financial evaluation to ascertain the quality-adjusted life yr (QALY), which contains the influence on each the amount and high quality of life.

Affected person case research

John Hammond, retired, age 75, from Doncaster, stated: “I left my signs too lengthy, and discovered that I had a tumour within the bladder. I used to be fortunate to see Professor Catto and after being given choices, I selected the operation to have my bladder eliminated and a stoma in place. 

“I had the operation in August 2019 and was conscious that it was robotic surgical procedure in a trial and was eager to participate; in truth I used to be happy to be ready to assist anyone else sooner or later with the sort of surgical procedure. The operation was profitable, and the entire group was vastly supportive. 

“Amazingly, I used to be strolling the following day and progressed excellently, enhancing my strolling every day. I used to be in no ache and simply needed to modify to the stoma bag. I’ve totally recovered from the operation and all through I knew I used to be in skilled palms. I used to be residence about 5 days after surgical procedure and am grateful to Professor Catto and his group that I didn’t have to remain in hospital for longer than mandatory.”

Frances Christensen Essendon, from Hertfordshire, stated: “I used to be identified with bladder most cancers and after a course of chemotherapy it was prompt that I’ve my bladder eliminated. Beneath Professor John Kelly I underwent robotic surgical procedure to take away my native bladder which was changed with a brand new bladder made out of bowel.

“The operation was successful, and I used to be up and strolling quickly after surgical procedure. Having had the operation in April I used to be again to work and the gymnasium in the midst of June. I’ve gone on to steer a standard lively life and am eternally grateful to Prof Kelly and his group for his or her care and help.”

The trial befell from March 2017 to March 2020 and concerned 29 surgeons at 9 UK hospital trusts particularly; College Faculty London Hospitals NHS Basis Belief, Sheffield Instructing Hospitals NHS Basis Belief, Guys and St Thomas’ NHS Basis Belief, NHS Larger Glasgow and Clyde, Royal Berkshire NHS Basis Belief, St James College Hospital Leeds, Royal Liverpool and Broadgreen College Hospitals NHS Belief, Royal Devon and Exeter NHS Belief, and North Bristol NHS Belief.

About this robotic surgical procedure and neurotech analysis information

Creator: Henry Killworth
Supply: UCL
Contact: Henry Killworth – UCL
Picture: The picture is credited to UCL

Unique Analysis: Closed entry.
Effect of Robot-Assisted Radical Cystectomy With Intracorporeal Urinary Diversion vs Open Radical Cystectomy on 90-Day Morbidity and Mortality Among Patients With Bladder Cancer: A Randomized Clinical Trial” by John Kelly et al. JAMA


Summary

Impact of Robotic-Assisted Radical Cystectomy With Intracorporeal Urinary Diversion vs Open Radical Cystectomy on 90-Day Morbidity and Mortality Amongst Sufferers With Bladder Most cancers: A Randomized Scientific Trial

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Significance  

Robotic-assisted radical cystectomy is being carried out with rising frequency, however it’s unclear whether or not whole intracorporeal surgical procedure improves restoration in contrast with open radical cystectomy for bladder most cancers.

Aims  

To check restoration and morbidity after robot-assisted radical cystectomy with intracorporeal reconstruction vs open radical cystectomy.

Design, Setting, and Contributors  

Randomized medical trial of sufferers with nonmetastatic bladder most cancers recruited at 9 websites within the UK, from March 2017-March 2020. Comply with-up was carried out at 90 days, 6 months, and 12 months, with last follow-up on September 23, 2021.

Interventions  

Contributors have been randomized to obtain robot-assisted radical cystectomy with intracorporeal reconstruction (n = 169) or open radical cystectomy (n = 169).

Foremost Outcomes and Measures  

The first consequence was the variety of days alive and out of the hospital inside 90 days of surgical procedure. There have been 20 secondary outcomes, together with problems, high quality of life, incapacity, stamina, exercise ranges, and survival. Analyses have been adjusted for the kind of diversion and heart.

Outcomes  

Amongst 338 randomized contributors, 317 underwent radical cystectomy (imply age, 69 years; 67 girls [21%]; 107 [34%] acquired neoadjuvant chemotherapy; 282 [89%] underwent ileal conduit reconstruction); the first consequence was analyzed in 305 (96%).

The median variety of days alive and out of the hospital inside 90 days of surgical procedure was 82 (IQR, 76-84) for sufferers present process robotic surgical procedure vs 80 (IQR, 72-83) for open surgical procedure (adjusted distinction, 2.2 days [95% CI, 0.50-3.85]; P = .01). Thromboembolic problems (1.9% vs 8.3%; distinction, –6.5% [95% CI, –11.4% to –1.4%]) and wound problems (5.6% vs 16.0%; distinction, –11.7% [95% CI, –18.6% to –4.6%]) have been much less frequent with robotic surgical procedure than open surgical procedure.

Contributors present process open surgical procedure reported worse high quality of life vs robotic surgical procedure at 5 weeks (distinction in imply European High quality of Life 5-Dimension, 5-Stage instrument scores, –0.07 [95% CI, –0.11 to –0.03]; P = .003) and higher incapacity at 5 weeks (distinction in World Well being Group Incapacity Evaluation Schedule 2.0 scores, 0.48 [95% CI, 0.15-0.73]; P = .003) and at 12 weeks (distinction in WHODAS 2.0 scores, 0.38 [95% CI, 0.09-0.68]; P = .01); the variations weren’t important after 12 weeks.

There have been no statistically important variations in most cancers recurrence (29/161 [18%] vs 25/156 [16%] after robotic and open surgical procedure, respectively) and total mortality (23/161 [14.3%] vs 23/156 [14.7%]), respectively) at median follow-up of 18.4 months (IQR, 12.8-21.1).

Conclusions and Relevance  

Amongst sufferers with nonmetastatic bladder most cancers present process radical cystectomy, remedy with robot-assisted radical cystectomy with intracorporeal urinary diversion vs open radical cystectomy resulted in a statistically important improve in days alive and out of the hospital over 90 days. Nonetheless, the medical significance of those findings stays unsure.

Trial Registration  

ISRCTN Identifier: ISRCTN13680280; ClinicalTrials.gov Identifier: NCT03049410

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AI Robotics

IBM’s crewless ocean research ship to launch ‘very soon’

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IBM’s crewless ocean research ship to launch ‘very soon’

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IBM’s crewless AI-powered ship is because of start roaming the oceans this month, accumulating very important knowledge about one thing we nonetheless know extremely little about.

People have travelled the ocean in some kind for tens of hundreds of years—with the earliest crossings occurring round 53,000 to 65,000 years in the past (when Australo-Melanesian populations migrated into the Sahul landmass – recognized at present as Australia and New Guinea – from what was once the Sundaland peninsula.)

It’s typically mentioned how we know more about the moon than our oceans, with round 95 % nonetheless unexplored. Arguably, the final main ocean analysis expedition was between 1872 and 1876 when a transformed Royal Navy gunship referred to as the Challenger travelled near 70,000 nautical miles and catalogued over 4,000 beforehand unknown species.

Impressed by the Challenger’s story, IBM has teamed up with non-profit ProMare to make a equally massive impression on ocean analysis.

The autonomous ship, Mayflower, is called after the ship which carried pilgrim settlers from Plymouth, England to Plymouth, Massachusetts in 1620. On its four-hundredth anniversary, it was determined {that a} Mayflower for the twenty first century needs to be constructed.

Brett Phaneuf, a Founding Board Member of ProMare and Co-Director of the Mayflower Autonomous Ship venture, mentioned:

“Placing a analysis ship to sea can value tens of hundreds of {dollars} or kilos a day and is restricted by how a lot time folks can spend onboard – a prohibitive issue for a lot of of at present’s marine scientific missions.

With this venture, we’re pioneering an economical and versatile platform for gathering knowledge that may assist safeguard the well being of the ocean and the industries it helps.”

Naturally, there are quite a lot of variations between the unique ship and the Mayflower Autonomous Ship (MAS).

Mayflower 2.0 now not depends solely on wind energy and can use a wind/{solar} hybrid propulsion system with a backup diesel generator. The brand new ship additionally trades in a compass and nautical charts for navigation in favour of a state-of-the-art GNSS positioning system with SATCOM, RADAR, and LIDAR.

IBM’s deep studying know-how is on-board to assist the ship traverse the tough and rapidly-changing surroundings of the ocean.

Donald Scott, Director of Engineering at Marine AI (which partnered with ProMare on the venture), defined:

“In the course of the ocean, communications are severely restricted. Situations can change very out of the blue, and also you don’t have the choice to cease and energy down.

With MAS, we wanted to transcend the present know-how for unmanned ships, making a vessel that isn’t simply operated remotely and doesn’t merely react to the surroundings, however learns and adapts independently.

To do that, we needed to develop state-of-the-art capabilities round navigation, collision avoidance, communications and extra.”

The coaching of AI fashions for the MAS started in October 2019. The precise hull for the ship arrived in Plymouth in March and sea trials started. Over the following few months, the ship was fitted with its superior navigation and analysis gear.

Andy Stanford-Clark, CTO of IBM UK & Eire, added:

“IBM helped put man on the moon and is happy by the problem of utilizing superior applied sciences to cross and analysis our deepest oceans.

By offering the brains for the Mayflower Autonomous Ship, we’re pushing the boundaries of science and autonomous applied sciences to handle essential environmental points.”

MAS’ voyage couldn’t arrive at a extra wanted time with people inflicting large quantities of injury to the well being of our oceans. A UN report discovered our oceans at the moment are hotter, extra polluted, extra depleted, and extra acidic than ever earlier than.

Rising sea ranges are among the many key issues in regards to the impression on people, however one other is the rising variety of plastics within the sea which is concurrently inflicting hurt to sealife and ending up within the meals we eat.

Professor Richard Thompson, OBE, Director of the Marine Institute, College of Plymouth, commented:

“Microplastics current a considerable problem to our oceans. Over 700 species come into contact with marine litter which is discovered from the poles to the equator, and estimates are that the amount of plastic within the oceans will triple within the decade to 2025.”

Nevertheless, armed with the suitable knowledge, it’s not too late to vary course and heal our oceans.

MAS is fitted with a spread of sensors together with acoustic, nutrient, temperature, and water and air samplers. Edge units will retailer and analyse all knowledge regionally till connectivity is out there. When a hyperlink has been established, the info can be uploaded to edge nodes onshore.

Except there are any last-minute delays, MAS is ready to depart on its voyage this month. The ship is because of arrive in Plymouth, Massachusetts round two weeks later. The place required, up to date deep studying fashions might be pushed out to the ship.

MAS’ digital crew can be primarily based in Plymouth, UK however IBM says tens of millions of digital “pilgrims” will be capable to expertise the voyage on-line.

Eager about listening to business leaders focus on topics like this? Attend the co-located 5G Expo, IoT Tech Expo, Blockchain Expo, AI & Big Data Expo, and Cyber Security & Cloud Expo World Series with upcoming occasions in Silicon Valley, London, and Amsterdam.

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AI Robotics

Sony has a new ‘AI robotics’ drone division called Airpeak

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Sony has a new ‘AI robotics’ drone division called Airpeak

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Sony’s newest division, Airpeak, is described as being “within the area of AI robotics” and can give attention to next-generation drones.

Regardless of incidents of reckless flying, drones unlock large alternatives. We commonly see stunning pictures and videography shot utilizing drones—however, after all, they will achieve this far more.

Sony has constructed a stellar fame in media seize. The corporate builds nice cameras – each for itself and sensors it provides to different producers (like its new IMX686) – and its software program like Vegas Professional is the defacto selection for a lot of inventive professionals.

In a press launch, Sony wrote:

“Airpeak will assist the creativity of video creators to the fullest extent attainable, aiming to contribute to the additional growth of the leisure trade in addition to to enhance effectivity and financial savings in varied industries.

Airpeak will even promote this venture to allow drone-use with the very best stage of security and reliability within the environments the place this has been tough prior to now.”

The give attention to supporting video creators is to be anticipated from Sony, however the point out of assorted industries suggests the corporate has larger plans.

Within the pictures/videography house alone, Sony will face stiff competitors from established gamers like DJI.

Regardless of being the present trade chief, DJI has begun diversifying its merchandise in recent times because of a decline in drone recognition for shopper functions. That is largely because of growing restrictions in lots of international locations round the place drones can fly and even requiring permits (the FAA, for instance, requires customers to register all drones over a sure dimension.)

A patent granted to Sony again in January suggests the corporate might begin comparatively easy:

Nonetheless, Sony might use its AI and robotics experience to face out in different thrilling areas the place drones have plenty of potential similar to emergency response, delivering provides, aiding in warehouses/factories, and even tackling small fires earlier than they unfold.

The language Sony makes use of suggests the corporate will goal a variety of consumers from on a regular basis customers to massive enterprise deployments.

Sony plans to disclose additional particulars about Airpeak within the Spring of 2021.

Fascinated by listening to trade leaders focus on topics like this? Attend the co-located 5G Expo, IoT Tech Expo, Blockchain Expo, AI & Big Data Expo, and Cyber Security & Cloud Expo World Series with upcoming occasions in Silicon Valley, London, and Amsterdam.

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