Chinese language tech big Tencent has predicted that high-performance computing (HPC), quantum computing, cloud computing and edge computing will quickly merge.
That prediction was pitched within the Chinese language tech big’s 2024 high know-how tendencies report, which affords a view of future tech and the way it will influence human progress in an unspecified time to come back.
The gaming, content material, and cloud outfit’s view is that the world is within the midst of a serious computing improve, with recent HPC amenities being constructed and supercomputing capability more and more accessible within the cloud.
Loads of Tencent’s imaginative and prescient is just not distinctive: the outfit predicts offload of non-critical workloads to edge methods, the rise of computational storage, and celebrates the rising range of special-purpose silicon – a lot of it developed by hyperscalers. Neuromorphic computing can be a subject about which Tencent is enthused.
When methods using the abovementioned applied sciences are paired with quantum computer systems – which Tencent notes are more and more accessible off the shelf – the biz expects workloads will shift between classical and qubit-crunching methods as applicable, and with out knowledge or code being siloed.
And with that, innovation could growth.
Tencent foresees AI carried out on private units, lowering dependence on clouds and networks, reducing the price of including AI to on a regular basis experiences.
Humanoid robots additionally get a lift. A mix of huge language fashions (LLMs) and visible language fashions (VLM) enhance the know-how’s choice making and interplay, whereas the cloud/edge mixture improves their coaching velocity.
Robotic arms will grow to be extra dexterous with mechanical design enhancements already underneath means on the likes of Tencent and Tesla.
Agriculture, or seed breeding, satellite tv for pc communication, energy administration, and the way in which people work together with their machines are all anticipated to obtain the knock-on results of the combination of computing applied sciences.
Tencent sees computer systems and people in a symbiotic relationship – whether or not the interface is used invasively, as in implanted or built-in to the human, or not. Human interplay promotes the event of brain-like computing, whereas computer systems enhance mind interpretation capabilities, purported Tencent.
And all of this occurs in opposition to the background of an enormous change within the web – because it strikes from a client area the place people collect to argue with strangers and take a look at kitten photographs, to an industrial instrument. The Chinese language tech titan stated that the commercial web – used to gather and analyze knowledge – is already rising and can proceed to optimize.
Which is simply what Beijing has stated must occur for round a decade.
However all of this creates a sustainability problem. Tencent believes datacenters devour one p.c of world vitality manufacturing, whereas in China that determine was 2.7 p.c in 2020.
“The sharp enhance in energy-intensive computing functions equivalent to giant synthetic intelligence mannequin coaching is sure to proceed to extend this quantity,” warned Tencent.
Tencent’s numbers could even be optimistic. The International Energy Agency has pegged datacenters as accounting for a 3rd of electrical energy in some international locations, like Eire, by 2026. The org additionally predicted Chinese language datacenter electrical energy demand will double to 400TWh by 2030, reaching 300TWh as quickly as 2026.
One in every of Tencent’s recognized options is healthier matching energy utilization to manufacturing, which is anticipated to proliferate as a product of the 4 computing applied sciences converging.
One other is liquid cooling – significantly immersive cooling. Tencent indicated the strategy can present over 30 p.c vitality consumption financial savings.
That pins quite a bit on immersive cooling, but when Tencent’s pondering is anyplace close to right, maybe AI can have an answer for that. ®