Re-Animator: Versatile High-Fidelity Storage-System Tracing and Replaying. - Ibrahim Umit Akgun; Geoff Kuenning; Erez Zadok (SYSTOR, 2020)

A Machine Learning Framework to Improve Storage System Performance. - Ibrahim Umit Akgun; Ali Selman Aydin; Aadil Shaikh; Lukas Velikov; Erez Zadok (HotStorage, 2021)

KML: Using Machine Learning to Improve Storage Systems. - Ibrahim Umit Akgun; Ali Selman Aydin; Aadil Shaikh; Lukas Velikov; Andrew Burford; Michael McNeill; Michael Arkhangelskiy; Erez Zadok (CoRR, 2021)

Improving Storage Systems Using Machine Learning. - Ibrahim Umit Akgun; Ali Selman Aydin; Andrew Burford; Michael McNeill; Michael Arkhangelskiy; Erez Zadok (ACM Trans. Storage, 2023)