About: 3D Optimisation of Software Application Mappings on Heterogeneous MPSoCs

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An Entity of Type : schema:ScholarlyArticle, within Data Space : wasabi.inria.fr associated with source document(s)

Attributes	Values
type	Academic Article research paper schema:ScholarlyArticle
isDefinedBy	Covid-on-the-Web dataset
has title	3D Optimisation of Software Application Mappings on Heterogeneous MPSoCs
Creator	Ascheid, Gerd Eusse, Juan Führ, Gereon Hallawa, Ahmed Leupers, Rainer
Source	PMC
abstract	Increasing the efficiency of parallel software development is one of the key obstacles in taking advantage of heterogeneous multi-core architectures. Efficient and reliable compiler technology is required to identify the trade-off between multiple design goals at once. The most crucial objectives are application performance and processor power consumption. Including memory power into this multi-objective optimisation problem is of utmost importance. Therefore, this paper proposes the heuristic MORAM solving this three-dimensional Pareto front calculation. Furthermore, it is integrated into a commercially available framework to conduct a detailed evaluation and applicability study. MORAM is assessed with representative benchmarks on two different platforms and contrasted with a state-of-the-art evolutionary multi-objective algorithm. On average, MORAM produces 6% better Pareto fronts, while it is at least [Formula: see text] faster.
has issue date	2020-06-12(xsd:dateTime)
bibo:doi	10.1007/978-3-030-52794-5_5
has license	no-cc
sha1sum (hex)	53be0d819e47e363cc61c45fb1dfb0c9ca84e3f1
schema:url	https://doi.org/10.1007/978-3-030-52794-5_5
resource representing a document's title	3D Optimisation of Software Application Mappings on Heterogeneous MPSoCs
has PubMed Central identifier	PMC7343415
schema:publication	Architecture of Computing Systems - ARCS 2020
resource representing a document's body	covid:53be0d819e47e363cc61c45fb1dfb0c9ca84e3f1#body_text
is schema:about of	named entity 'key' named entity 'commercially' named entity 'power consumption' named entity 'technology' named entity 'platforms' named entity 'representative' named entity 'detailed' named entity 'Therefore' named entity 'average' named entity 'Optimisation' named entity 'state-of-the-art' named entity 'multi-objective' named entity 'compiler' named entity 'MORAM' named entity 'application performance' named entity 'point-to-point' named entity '1, 2' named entity 'low power' named entity 'local memory' named entity 'Pareto' named entity 'Heterogeneous' named entity 'algorithm' named entity 'Virtual Platform' named entity 'MORAM' named entity 'random process' named entity 'software development' named entity 'KPN' named entity 'highly complex' named entity 'leakage current' named entity 'MORAM' named entity 'audio filter' named entity 'Pareto' named entity 'Pareto' named entity 'FIFO' named entity 'Pareto optimal' named entity 'DRAM' named entity 'minCut' named entity 'MORAM' named entity 'orthogonal frequency division multiplexing' named entity 'power consumption' named entity 'domain knowledge' named entity 'power consumption' named entity 'multinomial logistic regression' named entity 'parallel applications' named entity 'TNP' named entity 'ODROID' named entity 'L1 instruction and data caches' named entity 'heuristic approaches' named entity 'graph' named entity 'physical layer' named entity 'biological evolution' named entity 'voltage' named entity 'run time' named entity 'line 12' named entity 'three-dimensional' named entity 'voltage' named entity 'MOOP' named entity 'scratchpad' named entity 'KPN' named entity 'video compression' named entity 'run time' named entity 'search space' named entity 'multi-objective' named entity 'Pareto' named entity 'Pareto' named entity 'MOOP' named entity 'parallel applications' named entity 'uniform distribution' named entity 'workload balancing' named entity 'FIFO' named entity 'FIFO' named entity 'main memory' named entity 'memory hierarchy' named entity 'three-dimensional' named entity 'trade-off' named entity 'capacitance' named entity 'FIFO' named entity 'Fibonacci series' named entity 'Pareto'

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