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Data Center News > Blog > Cloud Computing > How Heat Waves and AI Challenges Are Piling Pressure on Data Centers
Cloud Computing

How Heat Waves and AI Challenges Are Piling Pressure on Data Centers

Last updated: July 24, 2024 2:09 pm
Published July 24, 2024
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How Heat Waves and AI Challenges Are Piling Pressure on Data Centers
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The optimum temperature vary is an important issue within the environment friendly operation of an information heart. Nevertheless, there’s a severe – and rising – danger of outages because the US and different nations all over the world enter a interval of maximum warmth.

Warmth waves may cause information heart elements to overheat and fail, main operators to close down servers to stop harm, leading to downtime and potential outages.

In July 2022, for instance, record-setting warmth in London topped 104 levels Fahrenheit (40 levels Celsius), inflicting cooling system failures that knocked Google and Oracle information facilities offline. Two months later, scorching warmth knocked out Twitter’s Sacramento area information facilities. 

Peter Mattis, CTO and co-founder of Cockroach Labs, famous delicate digital tools and particular person elements inside {hardware} similar to servers, storage units, and networking gear have an outlined working temperature to run optimally.

The beneficial temperature vary for an information heart, which could possibly be as little as 65 or as excessive as 95 levels Fahrenheit. performs a key function in stopping overheating and potential harm to tools.

This vary is set by the precise {hardware} goal’s operational temperature vary and the circumstances during which that {hardware} can function.

Associated:Moody’s Report Reveals Surge in Knowledge Heart Demand Pushed by AI Increase

“That is going to be a recurring drawback and an rising drawback as we’ve got increasingly more of those warmth waves – you’ve got a warmth wave mixed with an influence outage and growth, your information facilities are offline,” he mentioned.

Mike Mattera, director of company sustainability at Akamai, defined fluctuating temperatures are at all times a consideration for information heart operations, and anticipated ranges in climate should not a predominant challenge.

“We’ve solved for that,” he mentioned. “Conversely, excessive temperatures, particularly warmth, place monumental pressure on the electrical energy grid and the potential improve in using the native home water system relying on the cooling system.”

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When a warmth wave hits, energy and water utilization will improve relying on the system and the cooling expertise sort, translating to further pressure on the native market.

Mattera famous that is an particularly pertinent drawback in areas the place electrical energy and water sources are extra finite, together with Texas and Arizona.

Guaranteeing Continuity Throughout Warmth Waves

Mattera defined with the intense warmth being seen throughout the globe in the present day, many individuals are concerned in guaranteeing information facilities can proceed to function.

The important thing stakeholders who guarantee continuity throughout a warmth wave are the positioning facility managers and, extra broadly, the ability workforce, together with electricians, mechanical engineers, and heating, air flow, and air con (HVAC) professionals.

Associated:How a New Two-Section System Goals to Revolutionize Knowledge Heart Cooling

“That workforce wants to make sure crucial programs are up and working and that uninterruptable energy is obtainable on website if or when a difficulty arises,” he mentioned.

He cautioned a slight energy drop might disrupt elements like pumps, followers, and compressors, inhibiting the system from cooling and conditioning air.

As well as, information heart cooling has an enormous community of management programs that require a gentle stream of electrical energy to function the varied elements of the system to make sure optimum stream of conditioned air into the info heart area.

Zachary Smith, neighborhood board member of the Sustainable and Scalable Infrastructure Alliance (SSIA), mentioned information heart operators and the mechanical groups that help these amenities plan for a variety of pure disasters and useful resource limitations.

He added information heart operators then work carefully with their prospects to fulfill revealed or agreed upon Service Degree Agreements (SLAs).

“They might even have contingency plans with their prospects if sources or pure disasters require shutting down or limiting sure companies,” he mentioned.

From his perspective, the largest focus over the previous a number of years has been on effectivity – utilizing the facility, cooling, and water sources as successfully as doable and decreasing waste all through the ability.

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Associated:Knowledge Heart Trade Requires Environmental ‘Diet Labels’ to Minimize Carbon Emissions

This has been carried out by elevating the info heart temperature, bettering monitoring options and clever constructing administration programs, and advances in energy distribution and conditioning.

More and more, information heart operators are implementing liquid cooling applied sciences that may enhance the effectivity of their amenities much more, whereas in lots of circumstances shifting to closed-loop, ‘waterless’ cooling designs on the facility or IT tools stage.

“All of this helps the info heart to be extra environment friendly and function below more and more difficult circumstances,” Smith mentioned.

Krishna Subramanian president and COO of Komprise, mentioned energy-efficient infrastructure and simpler cooling designs similar to liquid cooling are two methods presently being thought of.

“One other efficient however much less explored technique for environment friendly information heart energy administration is to scale back the quantity of actively managed information,” she mentioned.

Since information consumes 30% or extra of an information heart’s sources, and since 80% of the info is chilly, environment friendly information administration can assist cut back one-third of the burden on information facilities with out even requiring any overhaul of the infrastructure.

“Because the frequency of warmth waves rises, coupled with the larger warmth output of upper density AI processors, the issue is compounding on two fronts,” Subramanian mentioned.

AI will increase warmth and energy consumption in information facilities, complicating cooling challenges.

AI Complicates Challenges, Presents Options

The continued rise of AI will contribute to the challenges however many additionally assist remedy the issue of retaining information facilities working at acceptable working temperatures.

AI is power-hungry and extra AI processing will increase information facilities’ warmth output and energy consumption, thus exacerbating the issue.

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“On one hand, AI workloads for mannequin coaching and inference with denser {hardware} configurations require a variety of computing energy and vitality,” Smith mentioned. “Servers powering AI fashions and functions generate a variety of warmth that should be dissipated and cooled.”

That is the place a variety of rack-level improvements are taking place to extend cooling and energy effectivity.

This contains shifting from air-cooled information facilities to liquid and immersion cooling on the rack stage and shifting from 12V to 48V for extra environment friendly warmth dissipation.

Learn extra of the most recent AI information heart information

Mattera mentioned the complicated computations that happen with coaching these fashions require extra resource-intensive {hardware}, resulting in elevated total energy for the fashions to run optimally.

“This elevated useful resource utilization and energy era translate into extra warmth inside an information heart, which strains the cooling programs,” he defined.

Moreover, the dynamic nature of AI algorithms and fashions may cause spikes in energy demand and warmth era, which a conventional cooling system may wrestle to maintain up with.

“Given the large investments in centralized information heart buildouts over the previous yr to help the voracious urge for food for LLMs, I anticipate we’ll see elevated pressure on the grid,” he mentioned.

Smith famous whereas the rise of AI workloads is creating extra challenges for retaining information facilities at optimum working temperatures, it will also be an antidote to the issue.

This may embrace AI to optimize thermal efficiency administration, together with demand stream for liquid cooling or airflow and predictive upkeep for cooling programs.

“With the rise in heatwaves, AI will also be used to energy programs for real-time climate and longer-term environmental patterns that enable for computerized changes in vitality consumption and cooling programs based mostly on exterior components,” he mentioned.



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Contents
Guaranteeing Continuity Throughout Warmth WavesAI Complicates Challenges, Presents Options
TAGGED: Centers, Challenges, data, Heat, Piling, Pressure, waves
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