4 citations · 7 across the 14 of their papers we have counts for
30 papers
Challenges and Opportunities of Machine Learning for Monitoring and Operational Data Analytics in Quantitative Codesign of Supercomputers
Thomas Jakobsche, Nicolas Lachiche, Florina M. Ciorba
This work examines the challenges and opportunities of Machine Learning (ML) for Monitoring and Operational Data Analytics (MODA) in the context of Quantitative Codesign of Superco…
First Experiences in Performance Benchmarking with the New SPEChpc 2021 Suites
Holger Brunst, Sunita Chandrasekaran, Florina Ciorba +7
Modern HPC systems are built with innovative system architectures and novel programming models to further push the speed limit of computing. The increased complexity poses challeng…
An Execution Fingerprint Dictionary for HPC Application Recognition
Thomas Jakobsche, Nicolas Lachiche, Aurélien Cavelan +1
Applications running on HPC systems waste time and energy if they: (a) use resources inefficiently, (b) deviate from allocation purpose (e.g. cryptocurrency mining), or (c) encount…
A Resourceful Coordination Approach for Multilevel Scheduling
Ahmed Eleliemy, Florina M. Ciorba
HPC users aim to improve their execution times without particular regard for increasing system utilization. On the contrary, HPC operators favor increasing the number of executed a…
A Distributed Chunk Calculation Approach for Self-scheduling of Parallel Applications on Distributed-memory Systems
Ahmed Eleliemy, Florina M. Ciorba
Loop scheduling techniques aim to achieve load-balanced executions of scientific applications. Dynamic loop self-scheduling (DLS) libraries for distributed-memory systems are typic…
Resiliency in Numerical Algorithm Design for Extreme Scale Simulations
Emmanuel Agullo, Mirco Altenbernd, Hartwig Anzt +33
This work is based on the seminar titled ``Resiliency in Numerical Algorithm Design for Extreme Scale Simulations'' held March 1-6, 2020 at Schloss Dagstuhl, that was attended by a…