Concept
Programming tool
Publications associées (32)
Compilation and Design Space Exploration of Dataflow Programs for Heterogeneous CPU-GPU Platforms
Aurélien François Gilbert Bloch
Today's continued increase in demand for processing power, despite the slowdown of Moore's law, has led to an increase in processor count, which has resulted in energy consumption and distribution problems. To address this, there is a growing trend toward ...
EPFL2023Performance Estimation of High-Level Dataflow Program on Heterogeneous Platforms by Dynamic Network Execution
Marco Mattavelli, Simone Casale Brunet, Aurélien François Gilbert Bloch
The performance of programs executed on heterogeneous parallel platforms largely depends on the design choices regarding how to partition the processing on the various different processing units. In other words, it depends on the assumptions and parameters ...
MDPI2022Automated Design: A Journey Across Modelling, Optimization, and Education
Machine intelligence greatly impacts almost all domains of our societies. It is profoundly changing the field of mechanical engineering with new technical possibilities and processes. The education of future engineers also needs to adapt in terms of techni ...
EPFL2021A Unified Framework for Neuroscience Morphological Data Visualization
The complexity of the human brain makes its understanding one of the biggest challenges that science is currently confronting. Due to its complexity, the brain has been studied at many different levels and from many disciplines and points of view, using a ...
2021Parallel and Scalable Bioinformatics
The field of genomics is likely to become the largest producer of data as a consequence of the large-scale application of next-generation sequencing technology for biological research and personalized medical treatments. The raw sequence data produced by t ...
EPFL2020DESIA: A General Framework for Designing Interlocking Assemblies
Interlocking assemblies have a long history in the design of puzzles, furniture, architecture, and other complex geometric structures. The key defining property of interlocking assemblies is that all component parts are immobilized by their geometric arran ...
ASSOC COMPUTING MACHINERY2018Learning with Structured Sparsity: From Discrete to Convex and Back.
In modern-data analysis applications, the abundance of data makes extracting meaningful information from it challenging, in terms of computation, storage, and interpretability. In this setting, exploiting sparsity in data has been essential to the developm ...
EPFL2018Elastic Program Transformations
Performance and reliability are important yet conflicting properties of systems software. Software today often crashes, has security vulnerabilities and data loss, while many techniques that could address such issues remain unused due to performance concer ...
EPFL2017