Amal Gueroudji

Amal Gueroudji
Atomic Energy and Alternative Energies Commission | CEA · Maison de la simulation

PhD Student at The French Alternative Energies and Atomic Energy Commission (CEA)


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Smart data analytics workflows for high performance simulations
Additional affiliations
November 2019 - January 2020
Centre d'Imagerie Médicale Yaker Alger
  • IT Specialist
September 2014 - July 2019
Ecole Nationale Supérieure d'Informatique
Field of study
  • Computer Systems


Publications (4)
Full-text available
A widening performance gap is separating CPU performance and IO bandwidth on large scale systems. In some fields such as weather forecast and nuclear fusion, numerical models generate such amounts of data that classical post hoc processing is not feasible anymore due to the limits in both storage capacity and IO performance. In situ approaches are...
Cutting-edge computing systems are getting more and more powerful, and as Ken Batcher stated, “a supercomputer is a device for turning compute-bound problems into I/O-bound problems”. Indeed scientists are writing more complex and accurate models that generate a huge amount of data. In many fields, writing all the generated data to disk is not an o...
Full-text available
Many companies, like Google and Microsft, often rewrite parts of their software using new programming languages because often these companies have to run their software on different architectures. Hardware architectures typically have different characteristics, so the same program can be very efficient on a given backend but less efficient on another. Th...
Full-text available
—Tiramisu is a new polyhedral compiler, that generates very fast code that outperforms highly optimized code written by expert programmers, and targets many hardware architectures (such as multi-cores, GPUs, FPGAs, distributed machines). WewillfocusourworkontheGPUbackendof Tiramisu. Graphic cards or GPUs are increasingly being used for general purp...


Projects (2)
Archived project
Automatic GPU/CPU Communication method for the GPU backend of the TIRAMISU Compiler