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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 …
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**
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 …
(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
Several manufacturers have already started to commercialize near-bank Processing-In-
Memory (PIM) architectures, after decades of research efforts. Near-bank PIM architectures …
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
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 …
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
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 …
(PIM) by associating their memory banks with processing elements (PEs), allowing …
Accelerating weather prediction using near-memory reconfigurable fabric
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 …
when solving large-scale weather prediction simulations, state-of-the-art CPU and GPU …
Near-stream computing: General and transparent near-cache acceleration
Data movement and communication have become the primary bottlenecks in large multicore
systems. The near-data computing paradigm provides a solution: move computation to …
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
Processing-in-memory (PIM) minimizes data movement overheads by placing processing
units near each memory segment. Recent PIMs employ processing units with a SIMD …
units near each memory segment. Recent PIMs employ processing units with a SIMD …
KrakenOnMem: a memristor-augmented HW/SW framework for taxonomic profiling
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 …
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
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 …
environment, has led to significant advances in many fields. Since the species present in a …