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Home GREEN

Make do and maximize: Strengthening resilience and resource optimization in data centers

dcdby dcd
January 2, 2026
Reading Time: 6 mins read
in GREEN, UK&IRELAND
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Data centers have been formally recognized as “the engines of modern life” in the UK, following their designation as critical national infrastructure. This label is part of the country’s plan to significantly scale digital capabilities and keep pace with an AI-driven economy.

However, this AI mandate is colliding with a harsh reality. The World Economic Forum has highlighted how geopolitical volatility and increasing trade levies mean that many business leaders remain in “wait-and-see” mode. Rather than allowing unpredictability to stunt innovation, data center operators should prioritize strengthening their resilience through operational and resource optimization to turn these challenges into a competitive advantage.

Every second an AI model is offline could be a direct hit to a business’ competitive edge.

Start small: The first step towards resilience

The UK government acknowledges that data centers “underpin almost all economic activity and innovation, including the development of AI and other technology.” For an AI-driven business, this means resilience is not just about bouncing back quickly, but protecting the very intelligence the business runs on. A single hardware failure, like a server crash or power disruption, doesn’t just cause an outage, but can cripple the cooling and security systems that protect their most valuable AI workloads.

This is why true resilience isn’t measured by backup systems, but by the speed and intelligence with which an organization can minimize downtime and prevent future occurrences. Every second an AI model is offline could be a direct hit to a business’ competitive edge.

The journey to resilience begins with control. Organizations should start small, developing a monitoring and maintenance strategy that gives end-to-end control of all their assets. By improving optimization efforts on a smaller scale, organizations can build a compelling case for broader adoption and minimize risks. This strategy is built on three foundational pillars: embracing circularity, optimizing your existing IT environment, and investing in prediction and proactivity.



AI

– Getty Images

Embrace circularity

A circular economy is more than a green initiative, rather it’s fundamental in the AI era. It achieves two critical goals: building a buffer against external market shocks and tackling the industry’s immense sustainability challenge.

The outdated belief that “newer is always better” is a direct threat to AI scalability. Many businesses are seeking to protect themselves, asking, “How do we get the hardware we need for demanding AI workloads right now, despite supply chain disruptions?” The answer is to challenge that old assumption. Pre-owned and refurbished equipment provides essential flexibility, enabling operators to insulate themselves from bottlenecks and tightening budgets. It allows for greater control in a chaotic market, acquiring the performance you need at a fraction of the cost, and freeing up capital for other critical AI investments.

This agility also directly addresses the resource problem. The rapid innovation cycle demanded by AI creates a mountain of e-waste. According to the UN, just 30 percent of the 1.5 billion tonnes of e-waste generated by the UK is recycled, a figure that is untenable for an industry under the microscope. Embracing circularity means the entire industry can intelligently reuse valuable assets to fuel the next wave of innovation, not just discard them.

Optimize existing IT environments

True resilience means getting more from what you already own. This starts with a relentless focus on extracting maximum value and performance from existing hardware. Extending equipment lifecycles can significantly stretch IT budgets and free up hidden capacity.

For instance, Google reduced depreciation expenses and increased net income after it lengthened the life of its data center servers from five to six years. This isn’t just about sweating assets; it’s about implementing smart management through hardware and operating system maintenance, supported by professional and managed services where needed.

This focus on optimization is even more critical when it comes to performance. AI workloads can generate up to 10 times more heat than traditional servers, creating thermal bottlenecks that throttle performance. This is where innovations like liquid cooling become fundamental. By managing heat more efficiently, these solutions allow your high-performance processors to run at their peak consistently. The result is not just a longer lifespan for your most valuable IT equipment, but also fewer hardware failures and less costly, performance-killing downtime.



AI workloads

– Getty Images

Invest in prediction and proactivity

The final pillar of resilience is moving from reaction to prediction. The costly, traditional break-fix cycle is unsustainable in an AI-driven operation where models run 24/7, and so the only way to get ahead is with intelligence.

Automated infrastructure monitoring and predictive analytics are an essential part of moving away from reactive cycles that sway between broken and fixed hardware. The difference can be transformative. Instead of reacting to a sudden server crash during peak hours, a predictive system identifies erratic power supply fluctuations or component stress in advance.

This transforms a potential crisis into a simple task to schedule a planned replacement. It preserves operational stability, protects revenue, and ensures the most valuable digital assets are always performing at their peak – without the premium costs of an emergency that can derail carefully managed IT budgets.

Future-proofing modern data centers

Mastering resilience has become a key business competency. By prioritizing circular principles, optimizing resources, and embedding data-driven insights, organizations can better control costs, stability, and efficiency. This integrated strategy can transform potential points of failure into a competitive advantage, building the flexibility to invest strategically in AI and creating an infrastructure that doesn’t just support innovation but actively accelerates it.

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Read the orginal article: https://www.datacenterdynamics.com/en/opinions/make-do-and-maximize-strengthening-resilience-and-resource-optimization-in-data-centers/

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