Name
Title | ||
|---|---|---|
MLComp: A Methodology for Machine Learning-based Performance Estimation and Adaptive Selection of Pareto-Optimal Compiler Optimization Sequences |
Abstract | ||
|---|---|---|
Embedded systems have proliferated in various consumer and industrial applications with the evolution of Cyber-Physical Systems and the Internet of Things. These systems are subjected to stringent constraints so that embedded software must be optimized for multiple objectives simultaneously, namely reduced energy consumption, execution time, and code size. Compilers offer optimization phases to im... |
Year | DOI | Venue |
|---|---|---|
2021 | 10.23919/DATE51398.2021.9474158 | 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE) |
Keywords | DocType | ISBN |
Measurement,Training,Adaptation models,Analytical models,Energy consumption,Sequential analysis,Estimation | Conference | 978-3-9819263-5-4 |
Citations | PageRank | References |
0 | 0.34 | 0 |
Authors | ||
9 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Alessio Colucci | 1 | 3 | 2.40 |
| Dávid Juhász | 2 | 0 | 0.34 |
| Martin Mosbeck | 3 | 0 | 0.34 |
| Alberto Marchisio | 4 | 32 | 8.58 |
| Semeen Rehman | 5 | 447 | 31.92 |
| Manfred Kreutzer | 6 | 0 | 0.34 |
| Guenther Nadbath | 7 | 0 | 0.34 |
| Axel Jantsch | 8 | 1875 | 169.83 |
| Muhammad Shafique | 9 | 1945 | 157.67 |