An Adaptive, Dynamic and Intelligent data compression for HDF5.
- Uses best library for data-type.
- Switches priorities of compression metrics based on demand.
Utilizing DNN for smart data buffering in Hierarchical Storage Systems
- Uses Machine Learning to predict best data placement.
- Uses Hermes framework for managing hierarchical storage.
An Elastic, Adaptive, Energy-Aware Task-based Reactive I/O System.
- Change I/O architectures to task-based
- Dynamic pool of workers to serve several applications
An Application-Aware, Dynamic and Adaptive I/O optimization framework using DNNs.
- Extracts code features using LLVM techniques
- Uses dynamic code path generation for I/O optimizations.