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Predicting Geomagnetic Storm Impacts on Data Centers

Systematic research and machine learning for data center resilience against geomagnetic storms.

Innovative Solutions for Data Centers

We systematically review geomagnetic storms' impact on data centers, collecting historical data to build predictive models for improved operations and risk mitigation.

Dark, dramatic clouds loom over a field of solar panels set against a forest backdrop. The scene suggests an impending storm, with the vibrant greenery of the trees contrasting against the moody sky.

Dark, dramatic clouds loom over a field of solar panels set against a forest backdrop. The scene suggests an impending storm, with the vibrant greenery of the trees contrasting against the moody sky.

A cell tower stands against a backdrop of dark, cloudy skies, suggesting an impending storm.

A cell tower stands against a backdrop of dark, cloudy skies, suggesting an impending storm.

Our Research Focus

Utilizing machine learning, we optimize models to evaluate geomagnetic storm impacts, validating effectiveness through real data to enhance data center resilience.

Geomagnetic Storm Analysis

We systematically review research on geomagnetic storms and their impact on data centers.

Dark storm clouds fill the sky, casting a shadow over a vast, flat grassy landscape. Three distant power poles are silhouetted against the horizon. The sky appears dynamic with patches of lighter sky peeking through the heavy clouds.

Dark storm clouds fill the sky, casting a shadow over a vast, flat grassy landscape. Three distant power poles are silhouetted against the horizon. The sky appears dynamic with patches of lighter sky peeking through the heavy clouds.

Dark storm clouds fill the sky, with the sun's rays breaking through and creating a dramatic play of light and shadow. In the distance, silhouettes of wind turbines and power lines are visible against the backdrop of mountain ranges.

Dark storm clouds fill the sky, with the sun's rays breaking through and creating a dramatic play of light and shadow. In the distance, silhouettes of wind turbines and power lines are visible against the backdrop of mountain ranges.

Data Collection

We gather historical geomagnetic storm data and operational data to enhance predictive accuracy.

Model Development

We construct and validate machine learning models to predict geomagnetic storm impacts on data centers.

Geomagnetic Impact

Researching geomagnetic storms' effects on data centers operations.

A digital illustration of a network diagram featuring interconnected servers, laptops, and nodes. The nodes are organized in a grid form and connected by glowing lines, centered around a power symbol. Various symbols are present on the servers.

A digital illustration of a network diagram featuring interconnected servers, laptops, and nodes. The nodes are organized in a grid form and connected by glowing lines, centered around a power symbol. Various symbols are present on the servers.

Data Collection

Gathering historical geomagnetic storm and operational data.

A warning sign stands in a grassy field with power lines stretching across the sky, framed by dense green foliage. Dark storm clouds loom overhead, contrasting with patches of blue sky.

A warning sign stands in a grassy field with power lines stretching across the sky, framed by dense green foliage. Dark storm clouds loom overhead, contrasting with patches of blue sky.

Model Construction

Building and optimizing predictive models using machine learning techniques.

Dark gray storm clouds cover the sky, while a tall building with several windows is visible on the right side. The atmosphere appears overcast, suggesting an impending storm.

Dark gray storm clouds cover the sky, while a tall building with several windows is visible on the right side. The atmosphere appears overcast, suggesting an impending storm.

Dramatic, swirling storm clouds fill the sky above a small rural area with houses and trees. Power lines stretch across the scene, and a few people are visible on the ground.

Dramatic, swirling storm clouds fill the sky above a small rural area with houses and trees. Power lines stretch across the scene, and a few people are visible on the ground.

Validation Testing

Evaluating model performance with actual data center scenarios.

Application Research

Applying predictions to propose effective mitigation measures.