Can AI find a way to reduce the broadcast industry's energy consumption?
02/05/2024
By Contributor
Published: May 2, 2024
OpenDrives' Trevor Morgan asks if AI has the answer to making data centres for the media and entertainment industry more sustainable
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Whether we consciously think about it or not, the majority of our digital work (and play) environment depends on centralised data centres. These facilities house all the servers, network capabilities, storage devices, power supplies and other equipment required to keep all the digital tools at our fingertips reliably up and running. You may not give much thought to data centre operations, but for the environmentally conscious among us, data centres should be a subject of awareness.
To provide us with the myriad digital services we need to stay fully connected, data centres require enormous amounts of power to keep everything humming along within those closely-monitored, granularly temperature-controlled environments. They are often large physical structures, too, requiring ample land and other requisite infrastructure needs, such as roads, parking lots, and exterior lighting. Data centres sustain nearly everything we do, but you're right to question: how sustainable are they in the long run?
More interestingly, can data centres remediate their own environmental impact with the growing artificial intelligence capabilities evolving within their walls? Evidence is growing that artificial intelligence (AI) and machine intelligence, which rely on data centres for their very existence, have the potential to make them more sustainable in the long run.
Energy and the modern data centre The US Department of Energy's Office of Energy Efficiency & Renewable Energy (EERE) cites the voracious energy appetites of the modern data centre, referring to them as the most energy-intensive building types with many times (between 10x to 50x) the energy needs of standard commercial buildings. The EERE points out that data centres make up nearly 2 per cent of all US electricity consumption. While vitally necessary to our economy, data centres most definitely present us with serious sustainability challenges.
The news, however, isn't all bad-nobody's suggesting that the power requirements aren't worth it. However, through a combination of regulatory oversight, continuing technical advances in energy efficiencies, and increased corporate awareness of the problem space, data centres and the equipment they house will continue to occupy less physical space over time, all while consuming reduced amounts of energy and requiring much less human oversight and administration.
The better and more optimistic way to view data centre sustainability is to see that it's a work in progress, with enormous upside for society, the economy and of course the environment, as we persist in overcoming the obvious and hidden challenges. Another hopeful sign is that data centres themselves might accelerate the solution to this entire sustainability problem.
Consuming energy to save energy One of the newer denizens of the modern data centre is artificial intelligence, or AI, in the form of applications and digital services like ChatGPT, Adobe Firefly and Google Bard. Like technology predecessors such as enterprise-wide SaaS platforms and earlier enterprise database applications, AI is encountering explosive growth and rapid enterprise adoption. The rise of AI-and all the potential it brings with it-depends on the supporting infrastructures found in data centres around the globe, which means that AI becomes somewhat guilty by association in the entire sustainability question.
But the real question is this: is AI simply going to add more energy requirements for the modern data centre to meet, or can AI and all this new-fangled machine intelligence work some technological magic to help offset the demands, or even lower them beyond its own needs? And if the latter is true and AI is going to be part of the solution, in what ways can we expect this contribution to overall sustainability?
The smart money is already being placed on AI as being part of the overall solution. You only need to attend technology conferences such as the recently-held GTC AI conference in March to see the level of promise that AI holds in most areas of technology development, and that certainly goes for data centre sustainability.
Trevor Morgan, OpenDrives VP of product To begin with, AI is assisting hardware and chip designers and fabricators not only in creating more powerful and robust products, but also in developing them with an eye toward reduced energy consumption and adaptive operations. What this ultimately means is that the next generation of servers and other equipment destined for data centre deployment will require far less power than current and past generations, be able to adapt automatically to operational conditions, and will have longer lifespans with reduced need for hardware refreshes.
AI also is capable of providing superior power monitoring, energy utilisation modeling, and operational optimisation which favours sustainable power sources in the course of daily activities within the data centre. With AI driving predictive modelling and energy forecasting needs, we can ensure that the most intelligent use of renewable energy sources is factored into overarching data centre operations, but in such a way that doesn't risk reliability in pursuit of sustainability.
Emerging intellectual property points the way One surefire way to see where technology is going involves keeping an eye on patent applications. Companies often reveal through their IP filings what's on their mind, where their R&D budgets are moving them, and yes, what the future
LINK: | https://www.tvbeurope.com/artificial-intelligence/opinion-can-ai-find-... |
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