Ressursinõudlusega

Ressursinõudlusega (literally "with resource demand") is a term used in the context of software development and system design to describe a system or application that requires a significant amount of computational resources, such as CPU, memory, or network bandwidth, to function efficiently. This term is often used to differentiate such systems from those that are more lightweight and resource-efficient.

Systems with ressursinõudlusega characteristics are typically designed to handle large-scale data processing, complex computations, or high-performance tasks. They may employ advanced algorithms, parallel processing techniques, or specialized hardware accelerators to meet their performance requirements. However, their high resource demands can also make them more challenging to deploy, scale, or optimize, especially in environments with limited resources.

In contrast, resource-efficient systems are designed to minimize their resource consumption while still providing acceptable performance. They may use techniques such as code optimization, data compression, or algorithmic improvements to achieve this. Resource-efficient systems are often preferred in mobile, embedded, or IoT applications, where resources are scarce and energy efficiency is crucial.

The ressursinõudlusega term is not limited to software systems. It can also be applied to hardware components, such as high-performance GPUs or specialized processors, that are designed to handle demanding tasks. In this context, ressursinõudlusega refers to the significant power, cooling, or space requirements of these components.