Staying Ahead of the Curve

Staying Ahead of the Curve

July 18, 2023


In the quest for improved energy efficenvy  and sustainabilily, data centres are increasily focusing on intelligenly technologies to monitor, manage and predict power usage. The integration of intelligent power distribution units (PDUs), long-lasting uninterruptible power supply (UPS) battery back-up and robust data centre infrastructure management (DCIM) software offers a holistic that  minimises downtime, aids in budget foecasting and ensures the availability of skilled personnel.

Taking Advantage

To fully leverage these benefits, it is crucial for businesses to grasp the concept of predictive power modeling and its implications. This article aims to provide a comprehensive understanding of predictive power modeling, emphasising its significance in enhancing data centre performance, capacity planning, resource optimsation and security. 

Predictive Power modelling leverages power and environmental data obtained from intelligent power devices within the data centre's power chain, such as intelligent rack PDUs, remoe power panels and UPS systems. By analysing and interpreting this information, it enable the optimsation of data centres, network rooms and edge compute sites, leading to improved availability, efficiency, capacity planning and resource utilisation. Moreover, it enables data centre managers and network operators to make informed decisions that not only impacts the present but also pave the way for a more proactive and efficient future.

A Cohesive Ecosystem
To establish a successful predictive power modelling system, it is crucial to ensure the seamless integration and collaboration of various components. Each element with the ecosystem should  possess the following characterics - usability, managability, integrability, and high security.
  • Initelligent power devices should be designed with user  friendly interfaces, intuitive controls and comprehensive monitoring capbilities. This empowers data centre personnel to access real time information and make data driven decisions effortlessly. 
  • Centralised management platforms play a vital role in overseeing and controlling intelligent power devises. These platforms should offer features such as remote monitoring, configuration management and proactive notifications to simplify operations and troubleshooting processes. 
  • To maximise the benefits of predictive power modeliing, it is essential for intelligent devices to seamlessly integrate with other data centre infrastractrure components. This integration allows for a comprehensive view of the entire facility, enabling holistic optimisation and coordination of power, space and cooling resources.
High Security
  • With the increasing significance of data security, intelligent power devices should priortise robust security measures. This includes encryption of data transmission, role based access control and support for industry standard secuiry protocols. By ensuring the integrity and confidentialality of power related data, potental vulnerbilities and risks can be mitgated effectively.
Model Behaviour
Implementing predictive power modelling brings numerous benefits to data centre operations.
  • Enhanced efficiency and availability
By leveraing real time power and environmental data, data centres can proactively identify and recify potential issues before they lead to downtime. Predictive analytics enalbe predictive mainteance, ensuring optimal performance and higher availability.
Improved capacity planning
  • Accurate forecasting of power usage and capacity requirements allows data centre managers to optimise space, power and cooling resources. By understanding future demands, organisations can make informed decisions regarding infrastructure expansion, preventing costly overprovioning or underutlisation.
Resource optimisation
  • Predictive power modelling enables granular visibility int power consumption, identifying areas of inefficiency and enabling targeted optmsations. Through load balancing, workload consolidation and intelligent provisioning, data centres can maximise resource utilisation, while minimising wastage.
Enhanced security and access control
  • Intelligent power devices contribute to the overall security posture of al data centre. By integrating with existing access control systems, intelligent PDUs, can restrict physical access to critical access to critical infrastructure, ensuring only authorised personnel can interact with power devises. Furthermore, comprehensive logging and audit trails help track and investigate any suspicious activities.
Just the Beginning
Predictive power modelling offers data centres data operators and network managers a comprehensive approach to optimise efficiency, availability and security. By harnessing the power of intelligent power devices and leveraging predictive analytics, data analytics, data centres can make proactive decisions, enhance capacity planning, and optimise resource utilisation. The integration of the technologies into a cohesive ecosystem enables organisations to stay one step ahead and shape a more efficient and secure future for their data centres. With the continuous advancement of intelligent and emerging technologies, the potential for further innovation in predictive power modelling is vast, promising enven greater efficiency gains and security enhancements for data centres worldwide.

This article was originally published on Inside Networks.
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Maren Price
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