Open this photo in gallery:
Sundar Pichai and Daniel Sank, right, with one of Google's Quantum Computers in the Santa Barbara lab, in California.Handout ./Reuters
Christian Weedbrook is founder of the quantum technologies company Xanadu.
Data centres are the backbone of all of our digital lives. They are used behind the scenes by most companies to store and process information for streaming services, e-commerce, search, social media, and more recently artificial intelligence (AI) tools such as ChatGPT.
In essence, a data centre is a collection of computer server racks housed in a physically secure facility requiring large amounts of electricity and water. The server racks are connected to each other by fibre optic cables, shuttling information between them.
Its a domain we dont often think of, even if we all rely on services that originate from it. And in this domain, a crisis is coming. The growth of what the industry calls compute another way of describing the processing power of the data centres is unsustainable as it demands increasingly vast amounts of energy and resources and exacerbates environmental challenges.
Along with this extreme usage comes significant problems. Data centres currently count for 1.5 per cent of the worlds energy consumption and this is projected to increase. All of this is leading to concerns both here in Canada and abroad that we dont have enough energy for our future data centre ambitions. One of the biggest drivers of this increase in data centre usage is AI; by 2027, it is estimated that AI applications will account for 20 per cent to 25 per cent of all such usage.
A number of solutions are being considered. These include powering data centres using nuclear, sun-chasing initiatives and the more traditional approaches of wind and solar power. But none of these solutions comes close.
Most forms of renewable energy are intermittent and can only be built on specific sites. Nuclear energy has a dangerous reputation, making widespread implementation difficult. And these solutions do nothing to address the underlying efficiency of the computations happening in these data centres, which are bounded by the domain of classical physics.
There is only one real solution: Quantum computing goes beyond this and enables exponential improvements in efficiency, allowing far more to be done per kilowatt-hour (kWh) of energy on certain applications.
A quantum computer is a computer that can perform certain important problems exponentially faster than normal computers by leveraging the properties of quantum physics. Small quantum computers exist today, but none exist at the scale of a data centre (scaling up while keeping their quantum-ness is hard).
Once built, a data centre containing quantum server racks will be half a football field in size, and networked using fibre optics. A single quantum data centre will have energy consumption similar to a single traditional data centre. But one quantum data centre, for key applications, will be equivalent to hundreds or thousands of standard data centres.
But by far the biggest energy savings will come from the innovation and discoveries of the quantum data centres helping to find more efficient ways of doing things. Such discoveries and others like it would perhaps take a century to achieve using traditional tools. A quantum data centre could deliver them much sooner.
It is only these data-centre-sized quantum computers that will be able to solve problems such as developing novel catalysts for the synthesis of synthetic hydrocarbons, new carbon capture and sequestration solutions, discovering new materials to create next-generation batteries.
The idea of quantum computing as the future of data centres has only recently begun to pick up steam. There have been significant investments by the Australian government to build a quantum data centre in Brisbane, and by the U.S. state of Illinois for a cryogenics facility (a key component of a quantum data centre) among other infrastructure in Chicago.
It is imperative that Canada follows suit; otherwise, from an economic-independence, national-security and energy point of view, it will be left behind.
Fortunately the foundation has been set. Canada has a long history of creating and supporting the talent in quantum computing with $1-billion being invested in quantum science between 2012 and 2022. Furthermore, in the 2021 federal budget, $360-million was announced for Canadas National Quantum Strategy, and the Council of Canadian Academies estimates that quantum technologies could account for 3 per cent of Canadas GDP by 2045. In its April budget, the Canadian government announced it will invest $2.4-billion in AI infrastructure to catch up with other countries a field in which we were originally the leaders.
Lets not make the same mistakes for quantum and invest in quantum data centres early.
Link:
- What is Artificial Intelligence (AI)? - Definition from ... [Last Updated On: June 12th, 2016] [Originally Added On: June 12th, 2016]
- Artificial Intelligence | Neuro AI [Last Updated On: June 12th, 2016] [Originally Added On: June 12th, 2016]
- Association for the Advancement of Artificial Intelligence [Last Updated On: June 13th, 2016] [Originally Added On: June 13th, 2016]
- A.I. Artificial Intelligence - Wikipedia, the free ... [Last Updated On: June 17th, 2016] [Originally Added On: June 17th, 2016]
- Artificial Intelligence - The New York Times [Last Updated On: June 17th, 2016] [Originally Added On: June 17th, 2016]
- Intro to Artificial Intelligence Course and Training ... [Last Updated On: June 28th, 2016] [Originally Added On: June 28th, 2016]
- Artificial Intelligence | Neuro AI [Last Updated On: July 1st, 2016] [Originally Added On: July 1st, 2016]
- What is Artificial Intelligence (AI)? Webopedia Definition [Last Updated On: July 1st, 2016] [Originally Added On: July 1st, 2016]
- Intro to Artificial Intelligence Course and Training Online ... [Last Updated On: July 5th, 2016] [Originally Added On: July 5th, 2016]
- Artificial Intelligence News -- ScienceDaily [Last Updated On: September 16th, 2016] [Originally Added On: September 16th, 2016]
- Artificial intelligence positioned to be a game-changer - CBS ... [Last Updated On: October 13th, 2016] [Originally Added On: October 13th, 2016]
- Artificial Intelligence: A Modern Approach - amazon.com [Last Updated On: October 31st, 2016] [Originally Added On: October 31st, 2016]
- Artificial Intelligence - IndiaBIX [Last Updated On: November 23rd, 2016] [Originally Added On: November 23rd, 2016]
- The Non-Technical Guide to Machine Learning & Artificial ... [Last Updated On: November 23rd, 2016] [Originally Added On: November 23rd, 2016]
- Artificial Intelligence - Graduate Schools of Science ... [Last Updated On: November 23rd, 2016] [Originally Added On: November 23rd, 2016]
- Artificial Intelligence in Medicine: An Introduction [Last Updated On: November 23rd, 2016] [Originally Added On: November 23rd, 2016]
- What does artificial intelligence mean? - Definitions.net [Last Updated On: November 23rd, 2016] [Originally Added On: November 23rd, 2016]
- Artificial Intelligence Lockheed Martin [Last Updated On: November 23rd, 2016] [Originally Added On: November 23rd, 2016]
- Artificial Intelligence Course - Computer Science at CCSU [Last Updated On: November 23rd, 2016] [Originally Added On: November 23rd, 2016]
- FREE Artificial Intelligence Essay - Example Essays [Last Updated On: November 23rd, 2016] [Originally Added On: November 23rd, 2016]
- Elon Musk's artificial intelligence group signs Microsoft ... [Last Updated On: November 23rd, 2016] [Originally Added On: November 23rd, 2016]
- Real FX - Slotless Racing with Artificial Intelligence [Last Updated On: November 23rd, 2016] [Originally Added On: November 23rd, 2016]
- Artificial Intelligence: What It Is and How It Really Works [Last Updated On: January 4th, 2017] [Originally Added On: January 4th, 2017]
- Artificial Intelligence Market Size and Forecast by 2024 [Last Updated On: January 4th, 2017] [Originally Added On: January 4th, 2017]
- Algorithm-Driven Design: How Artificial Intelligence Is ... [Last Updated On: January 4th, 2017] [Originally Added On: January 4th, 2017]
- 9 Development in Artificial Intelligence | Funding a ... [Last Updated On: January 4th, 2017] [Originally Added On: January 4th, 2017]
- Artificial Intelligence Tops Humans in Poker Battle What's the Big Deal? - PokerNews.com [Last Updated On: February 6th, 2017] [Originally Added On: February 6th, 2017]
- Is AI a Threat to Christianity? - The Atlantic [Last Updated On: February 6th, 2017] [Originally Added On: February 6th, 2017]
- Allow mathematicians to pierce artificial intelligence frontiers - Livemint [Last Updated On: February 6th, 2017] [Originally Added On: February 6th, 2017]
- Montreal sees its future in smart sensors, artificial intelligence (with video) - Computerworld [Last Updated On: February 6th, 2017] [Originally Added On: February 6th, 2017]
- Silicon Valley Hedge Fund Takes On Wall Street With AI Trader - Bloomberg [Last Updated On: February 6th, 2017] [Originally Added On: February 6th, 2017]
- The Observer view on artificial intelligence - The Guardian [Last Updated On: February 6th, 2017] [Originally Added On: February 6th, 2017]
- Artificial Intelligence Is Coming Whether You Like It Or Not - Mother Jones [Last Updated On: February 6th, 2017] [Originally Added On: February 6th, 2017]
- RealDoll Creating Artificial Intelligence System, Robotic Sex Dolls ... - Breitbart News [Last Updated On: February 7th, 2017] [Originally Added On: February 7th, 2017]
- Forget lessons, these smart skis are loaded with artificial intelligence - Mashable [Last Updated On: February 7th, 2017] [Originally Added On: February 7th, 2017]
- Artificial Intelligence Correctly Predicted the Patriots' 34-28 Super ... - Digital Trends [Last Updated On: February 7th, 2017] [Originally Added On: February 7th, 2017]
- Why C-Levels Need To Think About eLearning And Artificial Intelligence - Forbes [Last Updated On: February 7th, 2017] [Originally Added On: February 7th, 2017]
- Artificial Intelligence-Driven Robots: More Brains Than Brawn - Forbes [Last Updated On: February 7th, 2017] [Originally Added On: February 7th, 2017]
- Artificial intelligence: How to build the business case - ZDNet [Last Updated On: February 7th, 2017] [Originally Added On: February 7th, 2017]
- What 'social artificial intelligence' means for marketers - VentureBeat [Last Updated On: February 7th, 2017] [Originally Added On: February 7th, 2017]
- Actress Kristen Stewart's Research Paper On Artificial Intelligence: A Critical Evaluation - Forbes [Last Updated On: February 7th, 2017] [Originally Added On: February 7th, 2017]
- Baidu cut its healthcare business to concentrate on artificial intelligence - Asia Times [Last Updated On: February 9th, 2017] [Originally Added On: February 9th, 2017]
- Google Android Wear 2.0 update puts artificial intelligence inside your wristwatch - The Sun [Last Updated On: February 9th, 2017] [Originally Added On: February 9th, 2017]
- How criminals use Artificial Intelligence and Machine Learning - BetaNews [Last Updated On: February 9th, 2017] [Originally Added On: February 9th, 2017]
- In the Labs: Connected vehicles in Ohio, artificial intelligence in Illinois and Massachusetts - Network World [Last Updated On: February 9th, 2017] [Originally Added On: February 9th, 2017]
- Keeping an eye on artificial intelligence - The National Business Review [Last Updated On: February 10th, 2017] [Originally Added On: February 10th, 2017]
- Actors, teachers, therapists think your job is safe from artificial intelligence? Think again - The Guardian [Last Updated On: February 10th, 2017] [Originally Added On: February 10th, 2017]
- Wells Fargo Innovation Group to Focus on Artificial Intelligence, Payments and APIs - Wall Street Journal (blog) [Last Updated On: February 10th, 2017] [Originally Added On: February 10th, 2017]
- SAP aims to step up its artificial intelligence, machine learning game as S/4HANA hits public cloud - ZDNet [Last Updated On: February 10th, 2017] [Originally Added On: February 10th, 2017]
- Artificial Intelligence Is Coming To Police Bodycams, Raising Privacy Concerns - Forbes [Last Updated On: February 10th, 2017] [Originally Added On: February 10th, 2017]
- Nvidia Beats Earnings Estimates As Its Artificial Intelligence Business Keeps On Booming - Forbes [Last Updated On: February 10th, 2017] [Originally Added On: February 10th, 2017]
- Could Artificial Intelligence Ever Become A Threat To Humanity? - Forbes [Last Updated On: February 10th, 2017] [Originally Added On: February 10th, 2017]
- Artificial intuition will supersede artificial intelligence, experts say - Network World [Last Updated On: February 11th, 2017] [Originally Added On: February 11th, 2017]
- The Peril of Inaction with Artificial Intelligence - Gigaom [Last Updated On: February 11th, 2017] [Originally Added On: February 11th, 2017]
- TASER International Bringing Artificial Intelligence to Law Enforcement - Motley Fool [Last Updated On: February 11th, 2017] [Originally Added On: February 11th, 2017]
- LG G6 teasers emphasize battery life, artificial intelligence - CNET [Last Updated On: February 11th, 2017] [Originally Added On: February 11th, 2017]
- Wells Fargo sets up artificial intelligence team in tech push - Reuters [Last Updated On: February 11th, 2017] [Originally Added On: February 11th, 2017]
- Ford spending $1 billion on self-driving artificial intelligence - CNET [Last Updated On: February 11th, 2017] [Originally Added On: February 11th, 2017]
- Artificial Intelligence in Business Process Automation - Nanalyze [Last Updated On: February 12th, 2017] [Originally Added On: February 12th, 2017]
- An artificial intelligence gamble that paid off - Minneapolis Star Tribune [Last Updated On: February 12th, 2017] [Originally Added On: February 12th, 2017]
- Ford to Invest $1 Billion in Artificial Intelligence Start-Up - New York Times [Last Updated On: February 12th, 2017] [Originally Added On: February 12th, 2017]
- Wells Fargo Pushes Into Artificial Intelligence - Fortune [Last Updated On: February 13th, 2017] [Originally Added On: February 13th, 2017]
- Artificial intelligence predictions surpass reality - UT The Daily Texan [Last Updated On: February 13th, 2017] [Originally Added On: February 13th, 2017]
- Creating artificial intelligence-driven technology products is almost like unleashing the Frankenstein's monster - Economic Times (blog) [Last Updated On: February 13th, 2017] [Originally Added On: February 13th, 2017]
- Inside Intel Corporation's Artificial Intelligence Strategy - Motley Fool [Last Updated On: February 13th, 2017] [Originally Added On: February 13th, 2017]
- The artificial intelligence revolutionising healthcare - Irish Times [Last Updated On: February 13th, 2017] [Originally Added On: February 13th, 2017]
- Ford Announces Investment in Artificial Intelligence Company Argo AI - Motor Trend [Last Updated On: February 13th, 2017] [Originally Added On: February 13th, 2017]
- Ford Invests $1-Billion in Artificial Intelligence - AutoGuide.com [Last Updated On: February 13th, 2017] [Originally Added On: February 13th, 2017]
- Salesforce adds some artificial intelligence to customer service products - TechCrunch [Last Updated On: February 13th, 2017] [Originally Added On: February 13th, 2017]
- No hype, just fact: Artificial intelligence in simple business terms - ZDNet [Last Updated On: February 15th, 2017] [Originally Added On: February 15th, 2017]
- Artificial Intelligence and The Confusion of Our Age - Patheos (blog) [Last Updated On: February 15th, 2017] [Originally Added On: February 15th, 2017]
- How Artificial Intelligence Startups Struck Gold - Entrepreneur [Last Updated On: February 15th, 2017] [Originally Added On: February 15th, 2017]
- Terrifyingly, Google's Artificial Intelligence acts aggressive when cornered - Chron.com [Last Updated On: February 15th, 2017] [Originally Added On: February 15th, 2017]
- This Startup Has Developed A New Artificial Intelligence That Can (Sometimes) Beat Google - Forbes [Last Updated On: February 15th, 2017] [Originally Added On: February 15th, 2017]
- RPI artificial intelligence expert looks at Westworld - Albany Times Union [Last Updated On: February 15th, 2017] [Originally Added On: February 15th, 2017]
- Google's DeepMind artificial intelligence becomes 'highly aggressive' when stressed. Skynet, anyone? - Mirror.co.uk [Last Updated On: February 15th, 2017] [Originally Added On: February 15th, 2017]
- Artificial Intelligence Enters The Classroom - News One [Last Updated On: February 15th, 2017] [Originally Added On: February 15th, 2017]
- John Pisarek Talks Artificial Intelligence - Customer Think [Last Updated On: February 15th, 2017] [Originally Added On: February 15th, 2017]
- Can Artificial Intelligence Predict Earthquakes? - Scientific American [Last Updated On: February 15th, 2017] [Originally Added On: February 15th, 2017]
- Artificial Intelligence Is Becoming A Major Disruptive Force In Banks' Finance Departments - Forbes [Last Updated On: February 15th, 2017] [Originally Added On: February 15th, 2017]