10th bwHPC Symposium

Sep 25, 2024, 7:55 AM → Sep 26, 2024, 8:40 PM Europe/Berlin

Platz der Universität 3 (University of Freiburg)

The 10th bwHPC symposium will be held on September 25/26 in Freiburg. Researchers are invited to present scientific results and future projects in the framework of bwHPC and bwCloud, two initiatives to provide researchers in Baden-Württemberg with large scale digital infrastructure resources. A particular focus will be on sustainability and energy efficiency in the fields of high performance computing, cloud computing and research data management.
The event offers workshops, tutorials and scientific presentations along with opportunities to enter into a dialogue with senior researchers already making use of these significant computational resources. The symposium is free of charge and attendance is open to researchers from all scientific fields. Participation from outside Baden-Württemberg is explicitly encouraged.
Registration open to Workshops/Tutorials: Tutorial: Introduction to HPC Workshop: Scientific Programming with Python using Jupyter Notebooks Workshop: Introduction to Galaxy

10th bwHPC Symposium Freiburg - Template.zip

Overleaf Template

Wednesday, September 25

Courses, Workshops and Tutorials

1 Tutorial: Introduction to Galaxy

Speaker: Freiburg Galaxy Team

2 Tutorial: Introduction to HPC

Agenda:

Registration:

Tutorial: Introduction to HPC

3 Workshop: Scientific Programming with Python using Jupyter Notebooks

In the three-hour long, hands-on workshop we will introduce the fundamentals of using Jupyter Notebooks for data analysis and data visualization, and machine learning using Python.
We will utilize popular packages for scientific computing and data analysis, including NumPy, Pandas, and Matplotlib.
Furthermore, we will introduce opportunities for Python-based research on High-Performance Computing (HPC) resources within the bwHPC project.

The workshops includes a basic introduction to the Python programming language, so no prior programming experience in Python is required.

Registration:

Workshop: Scientific Programming with Python using Jupyter Notebooks

Speakers: Jakob Steuer, Philipp Köster

Registration

Welcome

Keynote

4 Keynote: Warum effiziente IT auch im Forschungsumfeld erforderlich (Kosten) und zwingend (EnEfG/RZReg) ist

Speaker: Peter Radgen (Universität Stuttgart, Institut für Energiewirtschaft und Rationelle Energieanwendung (IER))

Scientific Presentations: Block 1

5 Theoretical investigations on the catalytic pathway of unspecific peroxygenases in the context of biocatalysis

Biocatalysis has gained a reputation as sustainable alternative to conventional catalysis over the past years. Still, several limitations need to be addressed in order to make this method a competitive candidate for industrial applications. The catalytic activity of unspecific peroxygenases has been investigated in several experimental studies already, with promising results in terms of turn over rates and stability. Thus, our research focuses on the investigation of catalytic cycle of this enzyme class. As model proteins we have concentrated on $Aae$UPO and $Cvi$UPO, these heme-thiolate enzymes oxidize their substrate using $\mathrm{H_2O_2}$ as co substrate. Using DFT calculations and QM/MM simulations of the whole enzyme system, we investigate how the molecular structure of the protein influences the energy barriers along the catalytic cycle. Furthermore, we want gain a deeper understanding of possible reaction channels for heme poisoning by additional hydrogen peroxide.

Speaker: Hanna-Friederike Poggemann (Ulm University, Institute of Electrochemistry)

6 Nonequilibrium Phenomena in Many-Body Quantum Systems

Understanding and modeling the nonequilibrium dynamics of many-body
quantum systems is a crucial goal for many fields in physics and
chemistry. Examples include scattering of molecules off metal surfaces,
charge transport through molecular nanojunctions, spintronics, and
molecular photophysics. This motivates the development of sophisticated
theories capable of treating not only the large-dimensional nature of
molecular systems but also inelastic interactions and nonequilibrium
conditions. Even with sophisticated theory, nonequilibrium calculations
of realistic systems require efficient numerical implementations and,
even then, significant computational resources. In this contribution,
we will introduce our work and how it is implemented on the bwHPC, as
well as some particular examples highlighting the unique physics and
challenges we face when modeling nonequilibrium dynamics of many-body
quantum systems.

Speaker: Samuel Rudge (University of Freiburg)

Posters and Discussions

Scientific Presentations: Block 2

7 Phenomic Prediction - Optimization of NIRS preprocessing

In recent years, phenomic prediction has emerged as a new method in the plant breeding community. The method can be compared to genomic prediction, except that instead of marker data, NIR spectra are used to predict various traits. Phenomic prediction has been shown to have great potential. However, there are still many open questions regarding its practical application. For example, in the field of spectroscopy, it is standard practice to optimize the preprocessing of spectra, which so far has only been done to a limited extent for phenomic prediction. We therefore used three different data sets of breeding programs of soybean, triticale and maize to identify the best combinations of Savitzky-Golay filter parameters for preprocessing near-infrared spectra for phenomic prediction. We tested 677 combinations of polynomial order, derivative and window size and evaluated them with fivefold cross-validation.

Speaker: Vincent Braun

8 Finding unbinding pathways in protein ligand systems

Speaker: Miriam Jäger (University of Freiburg)

9 Belle II on NEMO: Flavour and Dark Matter Physics

Speaker: Matthias Schnepf (KIT SCC)

10 Deepnetworks for reviving and accumulating experimental animal data: From Matlab to Python

Speaker: David Eriksson (University of Freiburg)

Posters and Discussions

Scientific Presentations: Block 3

11 KI-Morph – User-friendly large-scale image analysis & AI on bwHPC systems

Artificial Intelligence (AI) has become indispensable for analyzing large-scale datasets, particularly in the realm of 3D image volumes.
However, effectively harnessing AI for such tasks often requires advanced algorithms and high-performance computing (HPC) resources, presenting significant challenges for non-technical users.
To overcome these barriers, we present KI-Morph, a novel software platform for large-scale image analysis seamlessly integrated with the bwHPC infrastructure.
It offers a user-friendly interface, enabling sophisticated AI-driven analysis without requiring technical expertise in either AI or HPC.
KI-Morph prioritizes data privacy and sovereignty, ensuring that users retain full control over their data.
Additionally, the components developed for the platform support researchers also with science outreach by enabling the creation of interactive online visualizations, for example using the 2D, 3D and augmented reality viewers.

Speaker: Alexander Zeilmann (Heidelberg University)

12 New ML-based analysis techniques in fundamental physics

Traditional analysis techniques in data-intensive disciplines like high energy physics and cosmology have been restricted to hand-crafted low dimensional summary statistics. Modern machine learning allows for new methods that attempt to make optimal use of the full high-dimensional data. However the significant computational cost of these methods requires the use of dedicated GPU clusters, especially when taking into account the expected increase in data collection in future experiments like HL-LHC and SKA. In this talk I will introduce some new ML-based analysis techniques from fundamental physics. I will highlight their advantages over traditional methods and discuss the computational bottlenecks.

Speaker: Nathan Huetsch (Heidelberg University, Institute for Theoretical Physics)

13 Technology of the Hunter System and Porting Strategy towards APU enabled portable engineering codes

Speaker: Björn Dick (HLRS)

Evening Event: Evening Lecture

14 Keep calm and carry on - Cancer Research in Turbulent Times

Speaker: Marek Dynowski (Cancer Research UK Manchester Institute)

Evening Event: Conference Dinner and Get Together

Thursday, September 26

Keynote

15 Keynote: High Performance and Quantum Computing [TBC]

Speaker: Joachim Ankerhold (University of Ulm)

Scientific Presentations: Block 4

16 Thermographic and Energy Efficiency Analysis of Server Components under Variable Load Conditions

Speakers: Benjamin Ott (Institut für Energiewirtschaft und Rationelle Energieanwendung (IER)), Nicola Schuckert

17 High Performance Computing infrastructure for Particle Physics: The Experience of the Karlsruhe groups

Computing resources play a crucial role in modern particle physics research, covering a wide range of different use
cases. These range from the enormous data processing demands of large experimental collaborations, like ATLAS, CMS or Belle II, over theory calculations and Monte Carlo simulations producing huge amounts of data, to analysis code of PhD or Master's students. These workflows have already been established on the NEMO cluster based on virtual worker nodes. This concept has undergone significant development in the past, now based on container technology, and will be deployed for NEMO 2.

At the Institute of Experimental Particle Physics (ETP) in Karlsruhe, an Overlay Batch System (OBS) is used to provide a
unified access point to various computing resources for all institute members. A key feature of this system is
COBalD/TARDIS, a meta-scheduling tool that dynamically incorporates additional computing resources from external sites. Over the last years, the bwForCluster NEMO has been the one major computing resource for large-scale work at ETP.

This talk introduces the different problems particle physicists face in day-to-day work, how the OBS in our institute
works, including the process of provisioning resources on NEMO and running jobs. It concludes by emphasising the importance of flexible, scalable computing solutions in advancing particle physics research, with the bwForCluster NEMO playing a pivotal role in ETP's computing infrastructure

Speaker: Sebastian Brommer (KIT)

Lightning Talks

18 The role of orbital parameters on the simulated sea surface temperature of the Earth-like aquaplanet

We evaluate a role of independent orbital parameters, namely, eccentricity, obliquity, and longitude of perihelion, on the simulated Earth-like aquaplanet sea surface temperature.
We choose the parameters to be in the range that Earth underwent during last 150000 years and will undergo within next 150000 years.
Our results reveal that the sea surface temperature variability within this time span does not increase 0.3 K and that the main parameter that defines the amount of incoming solar radiation that reaches the aquaplanet surface and causes its warming or cooling is the obliquity.

Erokhina_bwClusterSymposium.pdf

19 GreenIT bei kooperativen Services

Die Anzahl kooperativer Dienste im Hochschulumfeld steigt kontinuierlich. Während der Fokus bisher meist nur darauf lag, wie Kosten, Personalaufwände und Risiken gerecht unter den teilnehmenden Institutionen verteilt werden können, müssen nun weitere Aspekte wie die SDGs oder GreenIT in der Konzeption der Kooperationen berücksichtigt werden. In diesem Beitrag wird diskutiert, welche bisherigen Konzepte der monitären Perspektive übertragen werden können und an welchen Stellen, insbesondere bei GreenIT, eine andere Herangehensweise notwendig ist. Schlagwörter sind z.B. klimaneutrale Hochschulen. Die relevanten Aspekte und Kennzahlen können in einzelne Teilkomponenten aufgeteilt werden, so dass ein transparenter und gerechter Werkzeugkasten für Umlagemodelle, die auf bestimmte Services individuell zugeschnitten sind, zur Verfügung gestellt werden kann. Am Beispiel des Landesdienst bwCloud wird dieser Methodenansatz bewertet und ein Ausblick auf weitere Landesdienste erörtert.

Speaker: Jan Münchenberg

20 A Resource-aware Scheduling Concept for an OpenStack-based VDI

Using Virtual Machines (VMs) with dedicated rendering and remote access capabilities, virtual workplaces can be created. If this is to happen on a large scale in the cloud, so-called Virtual Desktop Infrastructures (VDIs) become important for the dynamic provision of virtual desktops. A sustainable VDI should be scalable and should support desktop use cases with different resource requirements. Some use cases involve hundreds of similar VMs running in parallel, which requires proper resource planning ahead. A timed long-term resource scheduling of VM placements on compute nodes is a major challenge. Further requirements arise from long-term reservations, capabilities of the compute nodes and guest OS, and remote access. Summarizing the state-of-the-art and outlining use cases for a VDI on OpenStack, this paper discusses the considerations and steps to extend OpenStack services and develop scheduling components to operate an Open Source VDI for various use cases in the academic field.

21 Green IT im Hochschulumfeld: Förderung von Nachhaltigkeit durch Transparenz

Durch gesetzliche Vorgaben wird im Bereich IT zunehmend mehr Nachhaltigkeit gefordert. An Hochschulen rechnen sich Green IT-Maßnahmen jedoch selten, da sie ihren Strom nicht selbst bezahlen. Zudem sind Personalmangel, Akzeptanzprobleme, fehlende Unterstützung und eine gewachsene Struktur die häufigsten Hindernisse von Green IT an Hochschulen.
Transparenz fördert Green IT vom Mitarbeiter bis zur Hochschulleitung. In diesen Beitrag werden die Key-Findings des Projekts GAIT vorgestellt, in dem verschiedene Maßnahmen analysiert und eine Messsystematik sowie Kennzahlen zur Bewertung der Nachhaltigkeit entwickelt wurden. Ausblick: Im Projekt bwCloud3 sollen vergleichbare Messdaten und Kennzahlen für die bwCloud erhoben werden. So können Nutzer bei der Bewertungen von Servicealternativen und Betreiber bei der Bewertungen von Green IT-Maßnahmen zukünftig neben monetären Aspekten auch ökologische Aspekte z.B. CO2-Emissionen mit einbeziehen.

Speaker: Lena Ritzinger

22 [TBC] Galaxy goes HPC

Agenda:

Registration:

Workshop: Introduction to Galaxy

Speaker: Björn Grüning

23 Xylene isomers' separation: A computational investigation via molecular dynamics and grand-canonical Monte Carlo simulations.

This study presents a computational investigation of the separation of xylene isomers, with a particular focus on the selective isolation of para-xylene. The separation of xylene isomers is a challenging process due to their similar physical properties, which necessitates the use of energy-intensive and complex separation techniques. To address these challenges, we employed a dual approach combining molecular dynamics (MD) simulations and grand-canonical Monte Carlo (GCMC) simulations. The Computation-Ready Experimental Metal-Organic Framework (CoRE MOF) 2019 database served as the foundation for our computational screening, allowing us to identify promising materials for xylene isomer separation based on diffusion and adsorption characteristics. Our findings highlight specific metal-organic frameworks (MOFs) that exhibit superior selectivity and capacity for para-xylene, offering valuable insights into the design of efficient separation processes for industrial applications.

Posters and Discussions

Scientific Presentations: Block 5

24 Considerations on dynamic energy management in HPC systems in connection with the waste heat utilization of the data center

Speaker: Norbert Conrad (HLRS)

25 The use of computational chemistry in chemistry: A brief overview with exemplary case studies

Speaker: Ingo Krossing (University of Freiburg)

26 [TBC] ATLAS on NEMO2

Speaker: Markus Schumacher (University of Freiburg)

Posters and Discussions

Inauguration of bwForCluster NEMO2

Panel Discussion

Poster and Paper Awards