Author

Mohammad Sadrosadati

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Preprint Sep 2026

CertiFlash: A Formal Verification Framework for Flash Translation Layers in Computational Solid State Drives

Data-intensive applications move large amounts of data from storage to the compute unit, incurring significant data movement overhead. Storage-centric computing reduces this overhead by moving computation near or inside solid-state drives (SSDs). Enabling it requires modifying SSD policies, e.g., address translation an...

Harshita Gupta, Mayank Kabra, Rakesh Nadig et al. · 0 citations

#machine learning Nov 2025

DCC: Data-Centric Compilation of Machine Learning Kernels for Processing-In-Memory Architectures

DCC is the first data-centric ML compiler for PIM systems that jointly co-optimizes data rearrangements and compute code in a unified tuning process to enable high performance execution.

Pei-Ming Yang, Sankeerth Durvasula, Ivan Fernandez et al. · International Symposium on C... · 1 citation

Preprint Aug 2026

FLINT: Efficiently Leveraging High Bandwidth Flash for Capacity-Scalable LLM Inference Acceleration

FLINT is proposed, a workload-driven HBF substrate for capacity-scalable LLM inference that integrates HBF as a memory-capacity tier alongside HBM while addressing three adoption challenges.

Geraldo F. Oliveira, Arash Tavakkol, Xiang-Yu Zhu et al. · 1 citation