Powered by OpenAIRE graph
Found an issue? Give us feedback
addClaim

Improving the Memory Bandwidth Utilization Using Loop Transformations

Authors: Minas Dasygenis; Erik Brockmeyer; Francky Catthoor; Dimitrios Soudris; Antonios Thanailakis;

Improving the Memory Bandwidth Utilization Using Loop Transformations

Abstract

Embedded devices designed for various real-time multimedia and telecom applications, have a bottleneck in energy consumption and performance that becomes day by day more crucial. This is imposed by the increasing gap between processor and memory speed. Many authors have addressed this problem, but all existing techniques either consider only performance without any other trade-off, or they operate at the level of individual loops. We fill this gap, by presenting a technique which achieves parallelization in the memory accesses through four loop transformations. Our estimations from two real-life applications from the multimedia and telecom domain, reveal that using our technique, we can either increase the performance (up to 35%) or lower the energy consumption (up to 20%) for the same cost.

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    1
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
Upload OA version
Are you the author of this publication? Upload your Open Access version to Zenodo!
It’s fast and easy, just two clicks!