machine learning

FlashNet: Towards Reproducible Data Science for Storage System
The Data Storage Research Vision 2025, organized in an NSF workshop, calls for more “AI for storage” research. However, performing ML-for-storage research can be a daunting task for new storage researchers.
FlashNet: Towards Reproducible Data Science for Storage System
Reproducible Analysis & Models for Predicting Genomics Workflow Execution Time
A high-throughput workflow execution system is needed to continuously gain insights from th e increasingly abundant genomics data. However, genomics workflows often have long execution times (e.g., hours to days) due to their large input files.
Reproducible Analysis & Models for Predicting Genomics Workflow Execution Time