# Features
![](https://fluid-imgs.oss-cn-shanghai.aliyuncs.com/public/abstr-icon.png)
DataSet Abstraction
Provide DataSet abstraction for underlying heterogeneous data sources with multidimensional management in cloud environment.
![](https://fluid-imgs.oss-cn-shanghai.aliyuncs.com/public/acclearte-icon.png)
Data Acceleration
Enable dataset warmup and acceleration for data-intensive applications by using distributed cache in Kubernetes with observability, portability and scalability.
![](https://fluid-imgs.oss-cn-shanghai.aliyuncs.com/public/imgs/schedule-icon.png)
Data-aware Scheduling
Taking characteristics of application and data into consideration for cloud application/dataset scheduling to improve the performance.