Open Architecture for Exascale Supercomputers
The IEEE International Conference on Cluster Computing takes place from October 31-November 3, 2023, in Santa Fe, New Mexico, USA. REGALE researchers will be part of the session ML for Scheduling and Management on Wednesday, Nov. 1, 4 – 5 pm (local time) with their insights on: Hierarchical Resource Partitioning on Modern GPUs: A Reinforcement Learning … Read more
Lucas Rosa, Danilo Carastan-Santos, Alfredo Goldman: An Experimental Analysis of Regression-Obtained HPC Scheduling Heuristics Workshop on Job Scheduling Strategies for Parallel Processing, JSSPP 2023 Link: https://inria.hal.science/hal-03979237v2/document
Researchers from the REGALE project published a paper in Nature Scientific Data and the first-of-its-kind open dataset for HPC telemetry. The paper with the title “M100 ExaData: a data collection campaign on the CINECA’s Marconi100 Tier-0 supercomputer” summarizes the results of a research project that started almost ten years ago at the University of Bologna … Read more
The 40th International Conference on Machine Learning (ICML23) took place from Jul 23rd to 29th in Honolulu, USA. REGALE researchers presented a scientific poster at the conference. Lucas Meyer, Marc Schouler, Robert Alexander Caulk, Alejandro Ribés, Bruno Raffin: Training Deep Surrogate Models with Large Scale Online Learning The poster can be accessed here: https://openreview.net/forum?id=WT70GgYdLI
Marc Schouler, Robert Alexander Caulk, Lucas Meyer, Théophile Terraz, Christoph Conrads, Sebastian Friedemann, Achal Agarwal, Juan Manuel Baldonado, Bartłomiej Pogodziński, Anna Sekuła, Alejandro Ribes, Bruno Raffin: “Melissa: coordinating large-scale ensemble runs for deep learning and sensitivity analyses”. Journal of Open Source Software, 2023. Link: https://joss.theoj.org/papers/10.21105/joss.05291
Andrea Borghesi; Carmine Di Santi; Martin Molan; Mohsen Seyedkazemi Ardebili; Alessio Mauri; Massimiliano Guarrasi; Daniela Galetti; Mirko Cestari; Francesco Barchi; Luca Benini; Francesco Beneventi; Andrea Bartolini: “M100 ExaData: a data collection campaign on the CINECA’s Marconi100 Tier-0 supercomputer”. Nature Scientific Data, 2023. Link: https://www.nature.com/articles/s41597-023-02174-3
Marina Kontou, Varvara Asouti, Xenofon Trompoukis, Kyriakos Giannakoglou: “DNN-assisted EA-based shape optimization of a hydraulic turbine”. Eurogen 2023. Link: https://www.eurogen2023.org/proceedings/pdf/18964.pdf
The 24th Stuttgart International Symposium on Automotive and Engine Technology took place from 2 – 3 July 2024 in Stuttgart, Germany. REGALE researcher Rahul Banerjee and Vasiliki Tsotoulidi presented their poster “Multiscale simulations of carbon-based composites for the design of sustainable automotive parts”.
The 15th ECCOMAS Thematic Conference on Evolutionary and Deterministic Methods for Design, Optimization and Control (Eurogen23) took place from 1–3 June 2023 in Chania, Greece. REGALE researchers contributed to the conference program with a paper: Marina G. Kontou, Varvara G. Asouti, Xenofon S. Trompoukis and Kyriakos C. Giannakoglou: DNN-ASSISTED EA-BASED SHAPE OPTIMIZATION OF A HYDRAULIC … Read more
The REGALE project aims to build a software stack that is not only capable of bringing efficiency to tomorrow’s HPC systems. It also will be open and scalable for massive supercomputers. REGALE brings together leading supercomputing stakeholders, prestigious academics, top European supercomputing centers and end users from critical target sectors, covering the entire value chain … Read more