Author

Manos Athanassoulis

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Preprint Oct 2026

Programmable Data Layouts via On-The-Fly Data Transformation

The performance of modern computing systems is heavily bottlenecked by the widening gap between processing throughput and main memory latency, a problem exacerbated when an application's logical data access patterns misalign with the physical layout of data in memory. To address this, we propose a hardware-software co-...

C. Strickler, Renato Mancuso, Manos Athanassoulis et al. · 0 citations

Aug 2026

ReStore-in-Action: Adaptive Multi-Tier Storage Management via Intelligent Data Migration Policy

ReStore is presented, a lightweight, page-level Reinforcement Learning-based migration policy that adaptively optimizes data placement by considering both workload and storage device characteristics and achieves up to 6× lower runtime and 48× fewer migrations compared to state-of-the-art baselines.

Shadman Saqib Eusuf, Tian-Ruo Zhang, Teona Bagashvili et al. · Proceedings of the VLDB Endo... · 0 citations