EXA4MIND SME Training Session: Extreme Data Analytics for SMEs and Hands-on Training: Extreme Data Analytics and AI Pipelines

Thursday 8 May 2025, 09:25 → 18:00 Europe/Prague

Annotation

The training program will be held as an activity of EXA4MIND project. The program will include two sessions: Extreme Data Analytics for SMEs and Extreme Data Analytics and AI Pipelines for students.

EXA4MIND SME Training Session: Extreme Data Analytics for SMEs

08.05.2025 Thursday 9:30 – 11:30 EEST (GMT+3)

The morning session for SMEs will include seminars towards SMEs introducing extreme data management and analytics tools and technologies developed and adopted in EXA4MIND project. An application case example of using them will be presented as well.

EXA4MIND Hands-on Training: Extreme Data Analytics and AI Pipelines

08.05.2025 Thursday 13:30 – 17:00 EEST (GMT+3)

The afternoon session will include hands-on training for students on AI inference pipelines and use of DBMS in such pipelines.

Target Audience and Purpose of the Course:

EXA4MIND SME Training Session: Extreme Data Analytics for SMEs

• Learning about the SoTa on Extreme Data Management and Analytics technologies
• Learning about the use of Extreme Data technologies for application cases

EXA4MIND Hands-on Training: Extreme Data Analytics and AI Pipelines

• Learning and practising AI Inference tools and pipelines
• Learning and practising Data Management technologies for AI pipelines
• Learning and practising AI pipeline construction technologies

Level

beginner/intermediate

Language

English

Prerequisites

EXA4MIND SME Training Session: Extreme Data Analytics for SMEs

None

EXA4MIND Hands-on Training: Extreme Data Analytics and AI Pipelines

For the student session, intermediate-level Python programming knowledge would be needed.

Tutors

EXA4MIND SME Training Session: Extreme Data Analytics for SMEs

Jan Martinovic, Stephan Hachinger, Martin Golasowski and Piyush Harsh

EXA4MIND Hands-on Training: Extreme Data Analytics and AI Pipelines

Pinar Karagoz, Ismail Hakki Toroslu, Firat Cekinel, Gorkem Ozer, Robin Koc, Gokhan Duruoglu, Zeynep Ecem Kartal, Martin Golasowski 

Acknowledgements

 

This course is supported by the EXA4MIND project - the European Union’s Horizon Europe research and innovation programme under grant agreement No. 101092944.

 

EuroCC 2 and EuroCC4SEE projects, which received funding from the European High-Performance Computing Joint Undertaking (JU) under grant agreements No. 101101903 and No. 101191697, respectively. The JU receives support from theDigital Europe Programme and Germany, Bulgaria, Austria, Croatia, Cyprus, Czech Republic, Denmark, Estonia, Finland, Greece, Hungary, Ireland, Italy, Lithuania, Latvia, Poland, Portugal, Romania, Slovenia, Spain, Sweden, France, Netherlands, Belgium, Luxembourg, Slovakia, Norway, Türkiye, Republic of North Macedonia, Iceland, Montenegro, Serbia.

 

All presentations and educational materials of this course are provided under the Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) license.

 

09:30 → 09:35 Introduction to the Training Session (Jan Martinovic)

EXA4MIND SME Training Session: Extreme Data Analytics for SMEs
METU Teknopark – ETKIM, Ankara

09:35 → 09:45 EuroCC Turkey

09:45 → 10:20 Extreme Data Architecture and Supercomputing (Stephan Hachinger)

EXA4MIND SME Training Session: Extreme Data Analytics for SMEs
METU Teknopark – ETKIM, Ankara

10:20 → 10:30 Coffee Break

10:30 → 11:10 Extreme Data Analytics Environment (Martin Golasowski and METU)

EXA4MIND SME Training Session: Extreme Data Analytics for SMEs
METU Teknopark – ETKIM, Ankara

11:10 → 11:30 Extreme Data Analytics: Agriculture Application Case (Piyush Harsh)

EXA4MIND SME Training Session: Extreme Data Analytics for SMEs
METU Teknopark – ETKIM, Ankara

13:30 → 13:35 Introduction to the Training Session (Pinar Karagoz, Ismail Hakki Toroslu)

EXA4MIND Hands-on Training: Extreme Data Analytics and AI Pipelines
METU Computer Eng. Dept, Meeting Room A105, Ankara

13:35 → 13:45 EuroCC Turkey

13:45 → 14:45 AI Inference Pipelines (Firat Cekinel, Gorkem Ozer)

EXA4MIND Hands-on Training: Extreme Data Analytics and AI Pipelines
METU Computer Eng. Dept, Meeting Room A105, Ankara

14:45 → 15:45 Use of VectorDB in AI Pipelines (Robin Koc, Gokhan Duruoglu, Zeynep Ecem Kartal)

EXA4MIND Hands-on Training: Extreme Data Analytics and AI Pipelines
METU Computer Eng. Dept, Meeting Room A105, Ankara

15:45 → 16:00 Coffee Break

16:00 → 17:00 AI Pipeline Construction with Airflow (Martin Golasowski)

EXA4MIND Hands-on Training: Extreme Data Analytics and AI Pipelines
METU Computer Eng. Dept, Meeting Room A105, Ankara