Several manufacturers have already started to commercialize near-bank Processing-In-
Memory (PIM) architectures, after decades of research efforts. Near-bank PIM architectures …

SpMV, the product of a sparse matrix and a dense vector, is emblematic of a new class of
applications that are memory bandwidth and communication, not flop, driven. Sparsity and …

Irregular applications comprise an increasingly important workload domain for many fields,
including bioinformatics, chemistry, physics, social sciences and machine learning …

The Variable Block Row (VBR) format is an influential blocked sparse matrix format
designed for matrices with shared sparsity structure between adjacent rows and columns …

An FPGA ('Field Programmable Gate Array') is an integrated circuit comprising a large
number of programmable and interconnectable logic resources, which allow one to …

Περίληψη Οι µη-ϰανονιϰές εφαρµογές, όπως οι εφαρµογές επεξεργασίας γράφων,
παράλληλων δοµών δεδοµένων ϰαι επίλυσης αραιών γραµµιϰών συστηµάτων, αποτελούν …

Graph partitioning schedules parallel calculations like sparse matrix-vector multiply (SpMV).
We consider contiguous partitions, where the $ m $ rows (or columns) of a sparse matrix …