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Dream Design Innovate

Phd Student
Illinois Institute of Technology, Chicago

ONGOING PROJECTS

Ares

An Adaptive, Dynamic and Intelligent data compression for HDF5. 
- Uses best library for data-type.
- Switches priorities of compression metrics based on demand.

Hermes++

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.

AETRIO

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

Ira

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.

CONTACTS
Email: hdevarajan@hawk.iit.edu
Phone: +1 (312) 383 - 9795