A Case for PIM Support in General-Purpose Compilers

This work presents a case for general support for processing-in-memory (PIM) in compilers and puts forth an approach to face it along with a simple model. The ultimate goal of the work is to implement the features in a general-purpose compiler that can compile for any homogeneous ISA system, so the...

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Bibliographic Details
Published in:IEEE design and test 2022-04, Vol.39 (2), p.84-89
Main Authors: Sadeghi, Parham, Ejlali, Alireza
Format: Magazinearticle
Language:English
Subjects:
Analytical Modelling
Analytical models
Bandwidth
Coherence
Compilers
Computational modeling
Mathematical model
PIM
Predictive models
Processing in Memory
Simulation
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Summary:This work presents a case for general support for processing-in-memory (PIM) in compilers and puts forth an approach to face it along with a simple model. The ultimate goal of the work is to implement the features in a general-purpose compiler that can compile for any homogeneous ISA system, so the benefits from PIM are not limited to niche use-cases.
ISSN:2168-2356
2168-2364
DOI:10.1109/MDAT.2021.3095225