Design and Performance Analysis of Modern Computational Storage Devices: A Systematic Review

SA Shirke - Expert Systems with Applications, 2024 - Elsevier
Abstract Computational Storage Devices (CSDs), also known as In-Storage Compute or In-
Suit Processing, offer higher computing power than traditional storage devices (SD). The …

SeGraM: A universal hardware accelerator for genomic sequence-to-graph and sequence-to-sequence map**

DS Cali, K Kanellopoulos, J Lindegger… - Proceedings of the 49th …, 2022 - dl.acm.org
A critical step of genome sequence analysis is the map** of sequenced DNA fragments
(ie, reads) collected from an individual to a known linear reference genome sequence (ie …

Towards efficient sparse matrix vector multiplication on real processing-in-memory architectures

C Giannoula, I Fernandez, J Gómez-Luna… - ACM SIGMETRICS …, 2022 - dl.acm.org
Several manufacturers have already started to commercialize near-bank Processing-In-
Memory (PIM) architectures, after decades of research efforts. Near-bank PIM architectures …

Demeter: A fast and energy-efficient food profiler using hyperdimensional computing in memory

T Shahroodi, M Zahedi, C Firtina, M Alser… - IEEE …, 2022 - ieeexplore.ieee.org
Food profiling is an essential step in any food monitoring system needed to prevent health
risks and potential frauds in the food industry. Significant improvements in sequencing …

PID-Comm: A Fast and Flexible Collective Communication Framework for Commodity Processing-in-DIMM Devices

SU Noh, J Hong, C Lim, S Park, J Kim… - 2024 ACM/IEEE 51st …, 2024 - ieeexplore.ieee.org
Recent dual in-line memory modules (DIMMs) are starting to support processing-in-memory
(PIM) by associating their memory banks with processing elements (PEs), allowing …

Accelerating weather prediction using near-memory reconfigurable fabric

G Singh, D Diamantopoulos, J Gómez-Luna… - ACM Transactions on …, 2022 - dl.acm.org
Ongoing climate change calls for fast and accurate weather and climate modeling. However,
when solving large-scale weather prediction simulations, state-of-the-art CPU and GPU …

Near-stream computing: General and transparent near-cache acceleration

Z Wang, J Weng, S Liu… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Data movement and communication have become the primary bottlenecks in large multicore
systems. The near-data computing paradigm provides a solution: move computation to …

Gearbox: A case for supporting accumulation dispatching and hybrid partitioning in PIM-based accelerators

M Lenjani, A Ahmed, M Stan, K Skadron - Proceedings of the 49th …, 2022 - dl.acm.org
Processing-in-memory (PIM) minimizes data movement overheads by placing processing
units near each memory segment. Recent PIMs employ processing units with a SIMD …

KrakenOnMem: a memristor-augmented HW/SW framework for taxonomic profiling

T Shahroodi, M Zahedi, A Singh, S Wong… - Proceedings of the 36th …, 2022 - dl.acm.org
State-of-the-art taxonomic profilers that comprise the first step in larger-context metagenomic
studies have proven to be computationally intensive, ie, while accurate, they come at the …

MegIS: High-Performance, Energy-Efficient, and Low-Cost Metagenomic Analysis with In-Storage Processing

NM Ghiasi, M Sadrosadati, H Mustafa… - 2024 ACM/IEEE 51st …, 2024 - ieeexplore.ieee.org
Metagenomics, the study of the genome sequences of diverse organisms in a common
environment, has led to significant advances in many fields. Since the species present in a …