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Optimization Algorithms for Design Space Exploration of Embedded Systems
[chapter]
2011
Multi-objective Design Space Exploration of Multiprocessor SoC Architectures
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Multi-objective exploration of the huge design space of next generation multi/many core architectures needs for Automatic Design Space Exploration techniques to systematically explore the design choices ...
The state-of-the art lacks of a Design Space Exploration (DSE) framework to help the designer in the automatic selection of the most suitable system configuration for a certain application given a set ...
Chapter 3 presents the optimization algorithms developed in the MULTICUBE project for Design Space Exploration of embedded computing systems. ...
doi:10.1007/978-1-4419-8837-9_3
fatcat:jprld4pwfzcgrfrvx7ayu5k5wu
Keynote: "Design space exploration and run-time resource management in the embedded multi-core era"
2012
2012 IEEE 10th Symposium on Embedded Systems for Real-time Multimedia
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He introduced new techniques for processor optimization and exploration (10x reduction in time, less than 1% error w.r.t. ideal) and led teams of engineers to prototype research tools for design space ...
I am going then to describe how sophisticated algorithms based on response-surface prediction models can efficiently identify optimal configurations in a significant number of platform optimization scenarios ...
He introduced new techniques for processor optimization and exploration (10x reduction in time, less than 1% error w.r.t. ideal) and led teams of engineers to prototype research tools for design space ...
doi:10.1109/estimedia.2012.6507017
dblp:conf/estimedia/Zaccaria12
fatcat:pp3ku2ihi5ed3lvzrjypbsxexm
An efficient design space exploration methodology for multiprocessor SoC architectures based on response surface methods
2008
2008 International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation
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In this paper, an efficient DSE methodology is proposed leveraging traditional Design of Experiments (DoE) and Response Surface Modeling (RSM) techniques. ...
The design space for an MPSoC architecture is too large to be evaluated comprehensively. ...
Response Surface Methods We present here the RSMs used for the construction of our efficient design space exploration methodology. ...
doi:10.1109/icsamos.2008.4664858
dblp:conf/samos/PalermoSZ08
fatcat:ygunzgd5lferhkhiyoljumqfte
A Variability-Aware Robust Design Space Exploration Methodology for On-Chip Multiprocessors Subject to Application-Specific Constraints
2012
ACM Transactions on Embedded Computing Systems
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First, we apply Response Surface Modeling (RSM) techniques to enable an efficient evaluation of the statistical measures of execution time and energy consumption for each system configuration. ...
In the context of a design space exploration framework for supporting the platform-based design approach, we address the problem of robustness with respect to manufacturing process variations. ...
RESPONSE SURFACE MODELING TECHNIQUES In this article, we propose an efficient design space exploration strategy leveraging randomized design of experiments (DoE) and linear response surface modeling ( ...
doi:10.1145/2220336.2220341
fatcat:pi6j64oy3jaozklnhzxz2fkknu
Embedding Comparator: Visualizing Differences in Global Structure and Local Neighborhoods via Small Multiples
[article]
2022
arXiv
pre-print
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In response, we present the Embedding Comparator, an interactive system that presents a global comparison of embedding spaces alongside fine-grained inspection of local neighborhoods. ...
It systematically surfaces points of comparison by computing the similarity of the k-nearest neighbors of every embedded object between a pair of spaces. ...
In response, we present the Embedding Comparator, an interactive system for analyzing a pair of embedding models. ...
arXiv:1912.04853v3
fatcat:zfool6r745hlpef4nu7tl3gxi4
Thermal response of energy soldier pile walls
2020
E3S Web of Conferences
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To further explore this impact of excavation depth (or pile embedment depth) and the long-term thermal performance of energy pile walls, a detailed 3D finite element numerical model is developed in COMSOL ...
Utilising foundation systems as heat exchangers has received significant public interest worldwide, as these energy geo-structures can constitute a clean, renewable, and economical solution for space heating ...
Melbourne for carrying out the pilot energy wall project. ...
doi:10.1051/e3sconf/202020506003
fatcat:fufspzcqbvbsrgurqa54bhkmsi
Algorithmic Performance-Accuracy Trade-off in 3D Vision Applications Using HyperMapper
2017
2017 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)
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In previous work, we showed for the first time that it is possible to map this application to power constrained embedded systems, highlighting that decision choices made at the algorithmic design-level ...
The goal of this exploration is to reduce execution time while meeting our quality of result objectives. ...
We thank the PAMELA Steering Group for the useful discussions. We also thank the various students that contributed to this project, in particular Denise Carroll and Alfonso White. ...
doi:10.1109/ipdpsw.2017.107
dblp:conf/ipps/NardiBSVDK17
fatcat:dyu25pkxqrabfbn3subrsetxou
Autonomic Management of Reconfigurations in DPR FPGA-based Embedded System
2018
2018 International Conference on High Performance Computing & Simulation (HPCS)
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He currently works on the modelbased control of adaptive and reconfigurable computing systems, using techniques from Control Theory, and ranging from embedded systems, to Cloud distributed systems and ...
BIOGRAPHIES ERIC RUTTEN, PhD 1990 and Hab. 1999 at University of Rennes, France, works at INRIA in Grenoble, in the field of Autonomic Computing. ...
We will exploit modularity supported by Heptagon/BZR [5] to control complex DPR FPGA architectures for scalability of design space exploration. ...
doi:10.1109/hpcs.2018.00093
dblp:conf/ieeehpcs/GueyeRD18
fatcat:jz4sstlsnjettembtpa5octk4u
Designing Architectural Morphing Skins with Elastic Modular Systems
2011
International Journal of Architectural Computing
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to serve two fundamental purposes: Comfort and Communication.These experimental prototypes explore the use of digital and physical computation embedded in form-changing materials to design architectural ...
joints, components, and systems for actuation and kinetic transformation. ...
funded by Australia Postgraduate Award (APA) and carried out at the Spatial Information Architecture Laboratory (SIAL), RMIT University, Melbourne.The authors would like to thank Professor Mark Burry for ...
doi:10.1260/1478-0771.9.4.397
fatcat:sgg4eioz7jbvxbfahssoyhvoii
MULTICUBE: Multi-Objective Design Space Exploration of Multi-Core Architectures
[chapter]
2011
Lecture Notes in Electrical Engineering
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The main goal of the MULTICUBE project consists of the definition of an automatic Design Space Exploration framework to support the design of next generation many-core architectures 1 . 444!222 ...
Technology trends enable the integration of many processor cores in a System-on-Chip (SoC). ...
Response surface modeling To further increase the efficiency of the exploration process, Response Surface Modeling (RSM) techniques have been introduced in the project. ...
doi:10.1007/978-94-007-1488-5_4
fatcat:omaeyuil65c6vbxnnhpmjshf3a
Experimental and Numerical Investigation of Design Parameters for Hydronic Embedded Thermally Active Surfaces
2015
Energy Procedia
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This paper evaluates the principal design parameters affecting the thermal performance of embedded hydronic Thermally Active Surfaces (TAS), combining the Response Surface Method (RSM) with the Finite ...
This study reveals a large impact of the panel thermal conductivity on the thermal performance of embedded TAS, and the experiments indicate a large potential for utilizing concrete with high thermal conductivity ...
Conclusion This study combines the FEM and the RSM, to explore the influence of the main design parameters affecting the thermal performance of embedded hydronic TAS. ...
doi:10.1016/j.egypro.2015.11.297
fatcat:x3bylc35k5hy7kj3z3qcdgdh4q
Algorithmic Performance-Accuracy Trade-off in 3D Vision Applications Using HyperMapper
[article]
2017
arXiv
pre-print
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In previous work we showed for the first time that it is possible to map this application to power constrained embedded systems, highlighting that decision choices made at the algorithmic design-level ...
The goal of this exploration is to reduce execution time while meeting our quality of result objectives. ...
We thank the PAMELA Steering Group for the useful discussions. We also thank the various students that contributed to this project, in particular Denise Carroll and Alfonso White. ...
arXiv:1702.00505v2
fatcat:jxulcuh76vfjhhnp52vzmrfb4i
Analyzing heuristic performance with response surface models
2007
Proceedings of the 9th annual conference on Genetic and evolutionary computation - GECCO '07
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Response Surface Models (RSM) of the solution quality and solution time predicted ACS performance on both new instances from a publicly available problem generator and new real-world instances from the ...
This research uses a Design of Experiments (DOE) approach to build a predictive model of the performance of a combinatorial optimization heuristic over a range of heuristic tuning parameter settings and ...
PREDICTIONS AND OPTIMISATION Satisfied with the model, we can begin to explore its relationships and move to the region of the design space that optimizes the responses. ...
doi:10.1145/1276958.1276979
dblp:conf/gecco/RidgeK07
fatcat:yxpxtuug6fd4jehvzz3mll6zeq
Designing a tangible tabletop installation and enacting a socioenactive experience with TangiTime
2021
Journal of the Brazilian Computer Society
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Our study is illustrated with the design and usage experience of TangiTime: a tangible tabletop system proposed for an educational exhibit. ...
In this work, we draw on concepts of enactivism and enactive systems to investigate interaction and experience in the context of the ubiquity of computational systems. ...
Authors' contributions All authors were involved in design, coordination, and evaluation of the study. All authors read and approved the final version for submission. ...
doi:10.1186/s13173-021-00112-y
fatcat:xynecl44c5hdfh7v7sj2fvn7ly
An Efficient Design Space Exploration Methodology for On-Chip Multiprocessors Subject to Application-Specific Constraints
2008
2008 Symposium on Application Specific Processors
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The methodology combines Design of Experiments (DoEs) and Response Surface Modeling (RSM) techniques to a new technique for handling systemlevel constraints. ...
This optimization phase is called Design Space Exploration (DSE) and it generally consists of a Multi-Objective Optimization (MOO) problem with multiple constraints. ...
The response surface model generates the design spaceŜ 1 composed of a set of estimated measurements. ...
doi:10.1109/sasp.2008.4570789
dblp:conf/sasp/PalermoSZ08
fatcat:ta2aju3fffebheefdjohszxrpq
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