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IBM is making it easier to run AI workloads in hybrid clouds

(Image credit: Image Credit: John Williams RUS / Shutterstock)

Artificial intelligence hardware accelerators are an extremely potent tool for scientific discovery, but they are also highly inefficient from an energy perspective. However, IBM Research (opens in new tab), the company's R&D arm, claims to have identified new ways of tackling this problem.

During the IEEE CAS/EDS AI Compute Symposium, held earlier today, IBM Research introduced new technology and partnerships that will allow businesses to dynamically run large-scale AI workloads in hybrid clouds. It claims that energy-efficient AI hardware accelerators can increase compute power “by orders of magnitude”, without extra energy demands.

The company made a number of announcements, including a new collaboration with Red Hat, which has resulted in IBM Digital AI Cores becoming compatible with Red Hat OpenShift and its ecosystem. IBM Research also said that its toolkit for Analog AI Cores will now be open source.

The AI Hardware Center will also team up with Synopsys to develop new and improved AI chip architectures. IBM claims to have tackled memory bandwidth bottlenecks, meanwhile, by investing in infrastructure to accelerate new chip packaging development.

AI will raise scientific exploration to new heights, IBM Research (opens in new tab) said, adding that large data processing workloads necessary to make new discoveries will demand processing power, memory and bandwidth as yet unseen.

“Working with Red Hat, Synopsys and other partners, our advancements in AI hardware and hybrid cloud management software integration will enable models and methods that will forever change the way we solve problems,” said the firm.

Sead Fadilpašić is a freelance tech writer and journalist with more than 17 years experience writing technology-focussed news, blogs, whitepapers, reviews, and ebooks. And his work has featured in online media outlets from all over the world, including Al Jazeera Balkans (where he was a Multimedia Journalist), Crypto News, TechRadar Pro, and IT Pro Portal, where he has written news and features for over five years. Sead's experience also includes writing for inbound marketing, where he creates technology-based content for clients from London to Singapore. Sead is a HubSpot-certified content creator.