Presentation
Emerging Paradigms in the Convergence of High-Performance Computing and Cloud
Presenter
DescriptionWe will present and discuss the design considerations for meeting HPC applications’ requirements on performance and adaptivity in cloud-native containerized environments. As an example of emerging workflows for cloud computing, a case study of transforming a molecule
docking workflow used in drug discovery into cloud-native Apache Airflow on a Kubernetes cluster
will be presented. To accommodate the increasing dynamic natures in HPC applications, we will also present work atop K8s’s autoscaler to enable elastic executions of HPC applications and specifically tackle the challenge of adapting tightly coupled MPI applications into cloud environment. Finally, an outlook on the need for reactive system services for interference mitigation will be presented.
docking workflow used in drug discovery into cloud-native Apache Airflow on a Kubernetes cluster
will be presented. To accommodate the increasing dynamic natures in HPC applications, we will also present work atop K8s’s autoscaler to enable elastic executions of HPC applications and specifically tackle the challenge of adapting tightly coupled MPI applications into cloud environment. Finally, an outlook on the need for reactive system services for interference mitigation will be presented.
TimeWednesday, June 512:30 - 13:00 CEST
LocationHG E 1.1
Session Chair
Event Type
Minisymposium
Climate, Weather, and Earth Sciences
Engineering
Computational Methods and Applied Mathematics