Repositories

List of all ICICLE Components available Here

Intelligent Cyberinfrastructure
- AI for CI-for-AI
  - HPC Application Runtime Predictor (HARP) <1.0> - The HARP framework is used to generate a history of executions with the help of human-in-loop (pre-defined configurations) and train suitable regression models to estimate the approximate execution time for a targeted application.
  - Intelligent Sparse Library (iSipLib) <1.0> - Intelligent Sparse Kernels for Machine Learning
- Software Architecture and Design
  - Hello Icicle Authentication Clients <0.0.1> - Jupyter Notebooks and Python command line clients that will access ICICLE resources and services using ICICLE authentication mechanisms. Focussed on developing authenticated connections to Tapis pods hosted on a TACC server
Use Inspired Science
- Animal Ecology
  - Camera Traps Edge Simulator <0.3.0> - The camera-traps application is both a simulator and an edge device application for classifying images, with the first deployment specializing in wildlife images. The simulation environment will be implemented first and serve as a test bed for protocols and techniques that optimize storage, execution time, power and accuracy. The ultimate goal is to deploy a version of this application on camera-trap devices in the wild.