Sony Pixel Power calrec Sony

Sustainable Strides: How AI and Accelerated Computing Are Driving Energy Efficiency

22/07/2024

AI and accelerated computing - twin engines NVIDIA continuously improves - are delivering energy efficiency for many industries.

It's progress the wider community is starting to acknowledge.

Even if the predictions that data centers will soon account for 4% of global energy consumption become a reality, AI is having a major impact on reducing the remaining 96% of energy consumption, said a report from Lisbon Council Research, a nonprofit formed in 2003 that studies economic and social issues.

The article from the Brussels-based research group is among a handful of big-picture AI policy studies starting to emerge. It uses Italy's Leonardo supercomputer, accelerated with nearly 14,000 NVIDIA GPUs, as an example of a system advancing work in fields from automobile design and drug discovery to weather forecasting.

Energy-efficiency gains over time for the most efficient supercomputer on the TOP500 list. Source: TOP500.org Why Accelerated Computing Is Sustainable Computing Accelerated computing uses the parallel processing of NVIDIA GPUs to do more work in less time. As a result, it consumes less energy than general-purpose servers that employ CPUs built to handle one task at a time.

That's why accelerated computing is sustainable computing.

Accelerated systems use parallel processing on GPUs to do more work in less time, consuming less energy than CPUs. The gains are even greater when accelerated systems apply AI, an inherently parallel form of computing that's the most transformative technology of our time.

When it comes to frontier applications like machine learning or deep learning, the performance of GPUs is an order of magnitude better than that of CPUs, the report said.

By transitioning from CPU-only operations to GPU-accelerated systems, HPC and AI workloads can save over 40 terawatt-hours of energy annually, equivalent to the electricity needs of nearly 5 million U.S. homes.

NVIDIA offers a combination of GPUs, CPUs, and DPUs tailored to maximize energy efficiency with accelerated computing. User Experiences With Accelerated AI Users worldwide are documenting energy-efficiency gains with AI and accelerated computing.

In financial services, Murex - a Paris-based company with a trading and risk-management platform used daily by more than 60,000 people - tested the NVIDIA Grace Hopper Superchip. On its workloads, the CPU-GPU combo delivered a 4x reduction in energy consumption and a 7x reduction in time to completion compared with CPU-only systems (see chart below).

On risk calculations, Grace is not only the fastest processor, but also far more power-efficient, making green IT a reality in the trading world, said Pierre Spatz, head of quantitative research at Murex.

In manufacturing, Taiwan-based Wistron built a digital copy of a room where NVIDIA DGX systems undergo thermal stress tests to improve operations at the site. It used NVIDIA Omniverse, a platform for industrial digitization, with a surrogate model, a version of AI that emulates simulations.

The digital twin, linked to thousands of networked sensors, enabled Wistron to increase the facility's overall energy efficiency by up to 10%. That amounts to reducing electricity consumption by 120,000 kWh per year and carbon emissions by a whopping 60,000 kilograms.

Up to 80% Fewer Carbon Emissions The RAPIDS Accelerator for Apache Spark can reduce the carbon footprint for data analytics, a widely used form of machine learning, by as much as 80% while delivering 5x average speedups and 4x reductions in computing costs, according to a recent benchmark.

Thousands of companies - about 80% of the Fortune 500 - use Apache Spark to analyze their growing mountains of data. Companies using NVIDIA's Spark accelerator include Adobe, AT&T and the U.S. Internal Revenue Service.

In healthcare, Insilico Medicine discovered and put into phase 2 clinical trials a drug candidate for a relatively rare respiratory disease, thanks to its NVIDIA-powered AI platform.

Using traditional methods, the work would have cost more than $400 million and taken up to six years. But with generative AI, Insilico hit the milestone for one-tenth of the cost in one-third of the time.

This is a significant milestone not only for us, but for everyone in the field of AI-accelerated drug discovery, said Alex Zhavoronkov, CEO of Insilico Medicine.

This is just a sampler of results that users of accelerated computing and AI are pursuing at companies such as Amgen, BMW, Foxconn, PayPal and many more.

Speeding Science With Accelerated AI In basic research, the National Energy Research Scientific Computing Center (NERSC), the U.S. Department of Energy's lead facility for open science, measured results on a server with four NVIDIA A100 Tensor Core GPUs compared with dual-socket x86 CPU servers across four of its key high-performance computing and AI applications.

Researchers found that the apps, when accelerated with the NVIDIA A100 GPUs, saw energy efficiency rise 5x on average (see below). One application, for weather forecasting, logged gains of nearly 10x.

Scientists and researchers worldwide depend on AI and accelerated computing to achieve high performance and efficiency.

In a recent ranking of the world's most energy-efficient supercomputers, known as the Green500, NVIDIA-powered systems swept the top six spots, and 40 of the top 50.

Underestimated Energy Savings The many gains across industries and science are sometimes overlooked in forecasts that extrapolate only the energy consumption of training the largest AI models. That misses the benefits from most of an AI model's life when it's consuming relatively little energy, delivering the kinds of efficiencies users described above.

In an analysis citing dozens of sources, a recent study debunked as misleading and inflated projections based on training mo
LINK: https://blogs.nvidia.com/blog/accelerated-ai-energy-efficiency/...
See more stories from nvidia

Most recent headlines

05/01/2027

Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be demoed at CES 2026

Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...

04/08/2026

Dalet Announces Commercial Availability of Dalia, Bringing Media-Aware Agentic AI to Enterprise Productions

Dalet, a leading technology and service provider for media-rich organizations, t...

04/07/2026

Detective Conan: Fallen Angel of the Highway Opens in Dolby Cinemas Across Japan, Presented in Dolby Atmos and Dolby ...

April 7 2026, 19:00 (PDT) Detective Conan: Fallen Angel of the Highway Opens in...

01/06/2026

Dolby Sets the New Standard for Premium Entertainment at CES 2026

January 6 2026, 05:30 (PST) Dolby Sets the New Standard for Premium Entertainment at CES 2026 Throughout the week, Dolby brings to life the latest innovatio...

08/05/2026

G&D KVM-over-IP Plugin for Netgear AV Simplifies Deployments

Share Copy link Facebook X Linkedin Bluesky Email...

08/05/2026

Riedel to Support Glasgow 2026 as Official Connectivity I...

Riedel Communications today announced its return as a sponsor of the Glasgow 2026 Commonwealth Games, where the company will serve as the Official Connectivity ...

08/05/2026

Miri V410 Encoder-Decoder Wins 2026 NAB Show Product of t...

For the second straight year, Miri Technologies Inc. has been honored with a pair of coveted awards at the broadcast, media and entertainment industry's pre...

08/05/2026

Nine Alumni Nominated for Tony Awards

Nine Alumni Nominated for Tony Awards More than 20 alumni contributed to this year's Tony-nominated productions. May 7, 2026 By Tori Donahue Boston Co...

08/05/2026

Report: Rise of Video Podcasts Prompts Hybrid Approach

Share Copy link Facebook X Linkedin Bluesky Email...

08/05/2026

U.K. Military Broadcaster Taps Synamedia for Digital Platform

Share Copy link Facebook X Linkedin Bluesky Email...

08/05/2026

Gayle Benson To Receive NAB Leadership Foundation Leadership Award

Share Copy link Facebook X Linkedin Bluesky Email...

08/05/2026

Dems Blast FCC Disney Probe As 'Egregious Abuse of Power'

Share Copy link Facebook X Linkedin Bluesky Email...

08/05/2026

Liberty University on why broadcast technology isn't just a technical investment, it's a human one

Liberty University on why broadcast technology isn't just a technical invest...

08/05/2026

COW Jobs: UGC, On-Camera Video Content

COW Jobs: UGC, On-Camera Video Content Brie Clayton May 7, 2026 0 Comments UGC, On-Camera Video Content April 17, 2026Documentary Editor - US,......

07/05/2026

Sudan Digital Investigation Hub launches to support journalists navigating disinformation in conflict

Journalists reporting on Sudan are working in one of the most complex and fast-m...

07/05/2026

Victory+ CEO Neil Gruninger on the Impact of the Dallas Cowboys Deal, Creator-Led Content, and Free In-Market Access for Fans

Multi-year partnership positions Victory+ as a free home for Dallas Cowboys orig...

07/05/2026

SVG Students To Watch: Ella Peterson, University of Illinois

From sideline reporting to directing and producing, the talented sophomore is building a well-rounded foundation for a career in live sports production In the ...

07/05/2026

NAB 2026: Cobalt Digital Wins Two Future Best of Show Awards

Cobalt Digital has received two Future Best of Show awards at NAB Show 2026. The COBALT blueCORE platform was recognized by TV Tech, and the COBALT PACIFIC ULL-...

07/05/2026

Scripps National Spelling Bee Revamps Broadcast; Mina Kimes to Host, Embassy Rows Michael Davies to Produce

ESPN analyst Mina Kimes will host the televised semifinals and finals of the 202...

07/05/2026

MUBI Selects Bitmovin as Cloud VOD Encoding Partner

Bitmovin has announced that MUBI, the global film streaming platform, has selected Bitmovin as its cloud VOD encoding partner. Bitmovin's encoding infrastru...

07/05/2026

NBCUniversal Telemundo Enterprises and U.S. Soccer Extend Spanish-Language Media Rights Through 2030

NBCUniversal Telemundo Enterprises and the U.S. Soccer Federation have announced...

07/05/2026

Angel City Football Club and Victory+ Announce Regional Broadcast Partnership

Angel City Football Club (ACFC) and Victory have announced a regional broadcast partnership bringing live match coverage to fans across the greater Los Angeles...

07/05/2026

Spiideo Launches AI Highlights for Automated Highlight and Clip Creation

Spiideo has announced the launch of AI Highlights inside Spiideo Play, its automated sports production platform. AI Highlights combines video, event data, audio...

07/05/2026

Leostream Announces Unified HPC Remote Access Ecosystem for Post-Production and Enterprise Workflows

Leostream Corporation has announced a unified remote access ecosystem for high-p...

07/05/2026

Victory+ Adds Atlanta Dream Local Broadcasts to Free Streaming Platform

The Atlanta Dream has partnered with Victory to stream all locally broadcast Dream games for free, expanding the team's digital distribution strategy and g...

07/05/2026

Riedel Communications Appoints Marc Engroff as CFO; Frank Eischet Moves to Group COO Role

Riedel Communications has announced the appointment of Marc Engroff as Chief Fin...

07/05/2026

ARD Extends SES Satellite Distribution Agreement Through 2039

SES and ARD, Germany's largest public broadcasting network, have announced a long-term extension of their satellite distribution partnership through 2039. U...

07/05/2026

Case Study: How Pro Cheer League Built a Broadcast-First Arena Production

UpLight Technologies delivers a flexible video and lighting system for a new televised sportLaunching the Pro Cheer League required more than creating a compell...

07/05/2026

Full Day Productions and GSE Worldwide Launch Womens College Volleyball Showcase at AT&T Stadium

Full Day Productions and GSE Worldwide have announced Spikes Under the Lights, a...

07/05/2026

Deine persnliche Spotify DJ Experience ist jetzt in vier neuen Sprachen und weiteren Mrkten verfgbar

Seit dem Start im Jahr 2023 hat DJ (Beta) das personalisierte H rerlebnis von 94...

07/05/2026

Il DJ personalizzato di Spotify ora disponibile in 4 nuove lingue e in pi Paesi

Da quando stata presentata nel 2023, DJ (beta) ha aiutato a definire un'esperienza d'ascolto pi personalizzata per 94 milioni di utenti Spotify Premi...

07/05/2026

Your Personalized DJ Experience Is Expanding With 4 New Languages and More Markets

Since launching in 2023, DJ (beta) has helped shape a more personalized listenin...

07/05/2026

Seu DJ personalizado do Spotify t chegando em mais lugares - agora em 4 novos idiomas

Desde o lan amento em 2023, o DJ (beta) j ajudou a deixar a experi ncia de ouvi...

07/05/2026

Save Your Personal Podcast to Spotify and Listen Anywhere

From our earliest days, Spotify has been built on a simple principle: Great audio should be easy to reach. It's what's driven us to expand from music to...

07/05/2026

Spotify Celebrates API Heritage Month With New Music and Artist Spotlights

Asian and Pacific Islander artists continue to shape the global soundscape, pushing creative boundaries and connecting with fans worldwide. This Asian & Pacific...

07/05/2026

Symphonic Elements Chooir by UJAM

Company announce long-requested choir instrument In the latest expansion of their Symphonic Elements series, UJAM have introduced an all-new vocal instrumen...

07/05/2026

Buchla debut Ziggy synthesizer

Modular-inspired sound generation with digital control Buchla have introduced Ziggy, a new compact synthesizer built around the company's complex oscill...

07/05/2026

Polyend Drums hybrid drum machine

Combines analogue voices with digital synthesis and sequencing Polyend have announced Drums, a new hybrid analogue and digital drum machine that combines sy...

07/05/2026

Nektar Panorama CS12: Reaper & Fender Studio Pro support

Control surface now officially supports four DAWs When Nektar launched the Panorama CS12 control surface, it worked exclusively with Apple's Logic Pro, ...

07/05/2026

SGL Carbon: Expected lower sales, but EBITDA margin improved. Forecast confirmed

In the first quarter 2026, SGL Carbon generated consolidated sales of 184.5 million, which was 49.8 million, or 21.3%, lower than in the prior year (Q1 2025: ...

07/05/2026

Rohde & Schwarz and Greenerwave achieve precise and fast ESA antenna characterization using near-field technology

Rohde & Schwarz and Greenerwave achieve precise and fast ESA antenna characteriz...

07/05/2026

L3Harris Red Wolf + SKY RAIDER II INTERNATIONAL: Unmatched Flexibility for Kinetic Strike, EW, ISR and Support Missions

Two multi-role L3Harris products - the Red Wolf launched effects vehicle and SK...

07/05/2026

US Air Force Selects L3Harris to Develop Digital Infrastructure for its Advanced Battle Management System Network

L3Harris will be developing key features of a secure and resilient digital infra...

07/05/2026

New Nielsen Report Shows The Profound Impact of Asian Influence on Sports and Pop Culture

Alysa Liu and Shohei Ohtani Help Drive Viewership as 91 of the Top 100 Broadcast...

07/05/2026

IAB Tech Lab Introduces Standardized Signals For CTV Ad Portfolio

Share Copy link Facebook X Linkedin Bluesky Email...

07/05/2026

Cobalt Digital Wins Two Future Best of Show Awards at 202...

Cobalt Digital Wins Two Future Best of Show Awards at 2026 NAB Show Manufacturer Recognized by TV Tech and TVBEurope for Innovation in signal processing Cobal...

07/05/2026

FOR-A delivers creativity practicality and technical exce...

Software and hardware platforms, AI power and user-friendliness on show...

07/05/2026

Intinor brings advanced IP transport diagnostics and HDR...

Intinor will demonstrate its latest technical enhancements for the Direkt series at BroadcastAsia 2026. With a continued focus on reliable contribution and remo...

07/05/2026

Bitmovin Powers Global Film Streaming Platform MUBI

Bitmovin has announced that MUBI has chosen Bitmovin as its cloud VOD encoding partner, replacing MUBI's legacy on premises encoding setup to improve scalab...