Data Management
In the previous chapter, we delved into the complexities of infrastructure and deployment, emphasizing sustainable practices to optimize resource usage and minimize environmental impacts. As we transition to the realm of data management, it is crucial to recognize that how we store, manage, and utilize data can significantly influence our sustainability efforts. Efficient data management practices not only conserve resources but also ensure faster execution and reduced storage requirements.
In this chapter, we will explore the following key topics:
- Efficient storage: In this section, we will explore various techniques and technologies that facilitate efficient data storage with minimal energy consumption.
- Dark data: In this section, we will delve into the concept of dark data, highlighting its hidden energy costs and environmental impact.
- IA model training: Finally, we will focus on sustainable practices for training AI models efficiently. Emphasis...