![](//www.4rfv.com/images/no_image.jpg)
With advances in computing, sophisticated AI models and machine learning are having a profound impact on business and society. Industries can use AI to quickly analyze vast bodies of data, allowing them to derive meaningful insights, make predictions and automate processes for greater efficiency.
In the public sector, government agencies are achieving superior disaster preparedness. Biomedical researchers are bringing novel drugs to market faster. Telecommunications providers are building more energy-efficient networks. Manufacturers are trimming emissions from product design, development and manufacturing processes. Hollywood studios are creating impressive visual effects at a fraction of the cost and time. Robots are being deployed on important missions to help preserve the Earth. And investment advisors are running more trade scenarios to optimize portfolios.
Eighty-two percent of companies surveyed are already using or exploring AI, and 84% report that they're increasing investments in data and AI initiatives. Any organization that delays AI implementation risks missing out on new efficiency gains and becoming obsolete.
However, AI workloads are computationally demanding, and legacy computing systems are ill-equipped for the development and deployment of AI. CPU-based compute requires linear growth in power input to meet the increased processing needs of AI and data-heavy workloads. If data centers are using carbon-based energy, it's impossible for enterprises to innovate using AI while controlling greenhouse gas emissions and meeting sustainability commitments. Plus, many countries are introducing tougher regulations to enforce data center carbon reporting.
Accelerated computing - the use of GPUs and special hardware, software and parallel computing techniques - has exponentially improved the performance and energy efficiency of data centers.
Below, read more on how industries are using energy-efficient computing to scale AI, improve products and services, and reduce emissions and operational costs.
The Public Sector Drives Research, Delivers Improved Citizen Services Data is playing an increasingly important role in government services, including for public health and disease surveillance, scientific research, social security administration, and extreme-weather monitoring and management. These operations require platforms and systems that can handle large volumes of data, provide real-time data access, and ensure data quality and accuracy.
But many government agencies rely on legacy systems that are difficult to maintain, don't efficiently integrate with modern technologies and consume excessive energy. To handle increasingly demanding workloads while sticking to sustainability goals, government agencies and public organizations must adopt more efficient computing solutions.
The U.S. Department of Energy is making inroads in this endeavor. The department runs the National Energy Research Scientific Computing Center for open science. NERSC develops simulations, data analytics and machine learning solutions to accelerate scientific discovery through computation. Seeking new computing efficiencies, the center measured results across four of its key high performance computing and AI applications. It clocked how fast the applications ran, as well as how much energy they consumed using CPU-only versus GPU-accelerated nodes on Perlmutter, one of the world's largest supercomputers.
At performance parity, a GPU-accelerated cluster consumes 588 less megawatt hours per month, representing a 5x improvement in energy efficiency. By running the same workload on GPUs rather than CPU-only instances, researchers could save millions of dollars per month. These gains mean that the 8,000+ researchers using NERSC computing infrastructure can perform more experiments on important use cases, like studying subatomic interactions to uncover new green energy sources, developing 3D maps of the universe and bolstering a broad range of innovations in materials science and quantum physics.
Governments help protect citizens from adverse weather events, such as hurricanes, floods, blizzards and heat waves. With GPU deployments, climate models, like the IFS model from the European Centre for Medium-Range Weather Forecasts, can run up to 24x faster while reducing annual energy usage by up to 127 gigawatt hours compared to CPU-only systems. As extreme-weather events occur with greater frequency and, often, with little warning, meteorology centers can use accelerated computing to generate more accurate, timely forecasts that improve readiness and response.
By adopting more efficient computing systems, governments can save costs while equipping researchers with the tools they need for scientific discoveries to improve climate modeling and forecasting, as well as deliver superior services in public health, disaster relief and more.
Drug Discovery Researchers Conduct Virtual Screenings, Generate New Proteins at Light Speed Drug development has always been a time-consuming process that involves innumerable calculations and thousands of experiments to screen new compounds. To develop novel medications, the binding properties of small molecules must be tested against protein targets, a cumbersome task required for up to billions of compounds - which translates to billions of CPU hours and hundreds of millions of dollars each year.
Highly accurate AI models can now predict protein structures, generate small molecules, predict protein-ligand binding and perform virtual screening.
Researchers at Oak Ridge National Laboratory (ORNL) and Scripps Research have shown that screening a dataset of billions of compounds against a protein, which has traditionally taken years, can now be completed in just hours with accelerated computing. By running AutoDock, a molecular-modeling simulation software, on a s
More from Nvidia
06/09/2024
Customer service departments across industries are facing increased call volumes, high customer service agent turnover, talent shortages and shifting customer e...
05/09/2024
Fall will be here soon, so leaf it to GeForce NOW to bring the games, with 19 joining the cloud in September.
Get started with the seven games available to str...
05/09/2024
The business transformations that generative AI brings come with risks that AI itself can help secure in a kind of flywheel of progress.
Companies who were qui...
04/09/2024
Volvo Cars' new, fully electric EX90 is making its way from the automaker's assembly line in Charleston, South Carolina, to dealerships around the U.S.
...
04/09/2024
Editor's note: This post is part of the AI Decoded series, which demystifies AI by making the technology more accessible, and showcases new hardware, softwa...
04/09/2024
Edward Mehr works where AI meets the anvil. The company he cofounded, Machina L...
04/09/2024
It all started at Berlin's Merantix venture studio in 2022, when Silviu Homo...
29/08/2024
Well before OpenAI upended the technology industry with its release of ChatGPT i...
29/08/2024
It's time to mana-fest the spirit of adventure with Square Enix's highly anticipated action role-playing game, Visions of Mana, launching today in the c...
28/08/2024
As enterprises race to adopt generative AI and bring new services to market, the demands on data center infrastructure have never been greater. Training large l...
28/08/2024
Editor's note: This post is part of the AI Decoded series, which demystifies AI by making the technology more accessible, and showcases new hardware, softwa...
27/08/2024
The initial wave of generative AI was driven by its use in internet services tha...
27/08/2024
Aiming at making the process faster and smarter, NVIDIA on Wednesday released th...
26/08/2024
Nations around the world are pursuing sovereign AI to produce artificial intelligence using their own computing infrastructure, data, workforce and business net...
23/08/2024
A deep technology conference for processor and system architects from industry a...
22/08/2024
Straight out of Gamescom, NVIDIA introduced GeForce NOW support for Xbox automat...
21/08/2024
Snowflake is using AI to help enterprises transform data into insights and applications. In this episode of NVIDIA's AI Podcast, host Noah Kravitz and Baris...
21/08/2024
Developers of generative AI typically face a tradeoff between model size and acc...
21/08/2024
Editor's note: This post is part of the AI Decoded series, which demystifies...
20/08/2024
At Gamescom, the world's biggest gaming expo, NVIDIA has once again pushed t...
20/08/2024
India is home to the globe's second-largest road network, spanning nearly 4 ...
20/08/2024
Picture this: NVIDIA and MediaTek are working together to make the industry's best gaming display technologies more accessible to gamers globally.
The comp...
20/08/2024
NVIDIA's first digital human technology small language model is being demons...
20/08/2024
Each week, GeForce NOW elevates cloud gaming by bringing top PC games and new up...
19/08/2024
As hurricanes, tornadoes and other extreme weather events occur with increased f...
15/08/2024
Time to be wowed: GeForce NOW members can now stream World of Warcraft on suppor...
14/08/2024
Editor's note: This post is part of the AI Decoded series, which demystifies...
13/08/2024
Bringing together the world's brightest minds and the latest accelerated computing technology leads to powerful breakthroughs that help tackle some of the b...
09/08/2024
The State of California today announced a first-of-its-kind AI education initiative with NVIDIA.
The public-private collaboration supports the state's goal...
08/08/2024
Editor's note: This blog was updated on Aug. 9 to reflect changes to the availability of Warhammer 40,000: Speed Freeks.'
This GFN Thursday marks 2,00...
08/08/2024
Silicon Valley's Figure has taken the wraps off of its next-generation Figur...
07/08/2024
Editor's note: This post is part of the AI Decoded series, which demystifies AI by making the technology more accessible, and showcases new hardware, softwa...
07/08/2024
Techbio is a field combining data, technology and biology to enhance scientific ...
06/08/2024
High school student Selin Alara Ornek is looking ahead - using machine learning and the NVIDIA Jetson platform for edge AI and robotics to create robot guide do...
06/08/2024
Editor's note: This post is part of our In the NVIDIA Studio series, which c...
01/08/2024
Members can choose their own adventure with GeForce NOW bringing 18 new games to the cloud in August - including Square Enix's fantasy role-playing game Vis...
31/07/2024
Enterprises are rapidly adopting generative AI, large language models (LLMs), ad...
31/07/2024
NVIDIA researchers used NVIDIA Edify, a multimodal architecture for visual generative AI, to build a detailed 3D desert landscape within a few minutes in a live...
31/07/2024
In celebration of Zoox's 10th anniversary, NVIDIA founder and CEO Jensen Huang recently joined the robotaxi company's CEO, Aicha Evans, and its cofounde...
31/07/2024
Editor's note: This post is part of the AI Decoded series, which demystifies...
29/07/2024
Designers and artists have new and improved ways to boost their productivity wit...
29/07/2024
Millions of people already use generative AI to assist in writing and learning. ...
29/07/2024
One of the world's largest AI communities - comprising 4 million developers on the Hugging Face platform - is gaining easy access to NVIDIA-accelerated infe...
29/07/2024
Generative AI is unlocking new ways for enterprises to engage customers through ...
29/07/2024
The world's brands and agencies are using generative AI to create advertising and marketing content, but it doesn't always provide the desired outputs.
...
29/07/2024
NVIDIA announced at SIGGRAPH fVDB, a new deep-learning framework for generating ...
29/07/2024
When The Coca-Cola Company produces thirst-quenching marketing, the creative ele...
29/07/2024
The generative AI revolution - with deep roots in visual computing - is amplifying human creativity even as accelerated computing promises significant gains in ...
29/07/2024
In a highly anticipated fireside chat at SIGGRAPH 2024, NVIDIA founder and CEO J...