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@ARTICLE{Mazumbar:1019426,
author = {Mazumbar, Somnath and Scionti, Alberto and Zuckernam,
Stephane and Portero, Antonio},
title = {{N}o{C}-based hardware software co-design framework for
dataflow thread management},
journal = {The journal of supercomputing},
volume = {79},
issn = {0920-8542},
publisher = {Springer Science + Business Media B.V},
reportid = {FZJ-2023-05383},
pages = {17983-18020},
year = {2023},
abstract = {Applications running in a large and complex manycore system
can significantly benefit from adopting the dataflow model
of computation. In a dataflow execution environment, a
thread can run only if all its required inputs are
available. While the potential benefits are large, it is not
trivial to improve resource utilization and energy
efficiency by focusing on dataflow thread execution models
(i.e., the ways specifying how the threads adhering to a
dataflow model of computation execute on a given
compute/communication architecture). This paper proposes and
implements a hardware-software co-design-based dataflow
threads management framework. It works at the
Network-on-Chip (NoC) level and consists of three stages.
The first stage focuses on a fast and effective thread
distribution policy. The next stage proposes an approach
that adds reconfigurability to a 2D mesh NoC via customized
instructions to manage the dataflow thread distribution.
Finally, a 2D mesh and ring-based hybrid NoC is proposed for
better scalability and higher performance. This work can be
considered a primary reference framework from which
extensions can be carried out.},
cin = {JSC / IAS},
ddc = {620},
cid = {I:(DE-Juel1)JSC-20090406 / I:(DE-Juel1)VDB1106},
pnm = {5122 - Future Computing $\&$ Big Data Systems (POF4-512)},
pid = {G:(DE-HGF)POF4-5122},
typ = {PUB:(DE-HGF)16},
UT = {WOS:000986134900005},
doi = {10.1007/S11227-023-05335-8},
url = {https://juser.fz-juelich.de/record/1019426},
}