AI4EOSC Platform: User's workshop

Nov 15, 2023, 7:00 AM → Nov 16, 2023, 11:00 PM Europe/Berlin

Ústav informatiky SAV

Valentin Kozlov (KIT), Viet Tran (Institute of Informatics SAS (IISAS))

The workshop intended to bring AI4EOSC platform users, supporters, and developers together to share their experiences and upcoming updates of the platform.

                                 

Wednesday, November 15

9:15 AM → 9:30 AM Plenary: Opening

9:15 AM Opening

Speakers: Ladislav Hluchy (IISAS), Viet Tran (Institute of Informatics SAS (IISAS))

0.1-Opening_and_Logistics.pdf

9:25 AM Introduction

Speaker: Valentin Kozlov (Karlsruhe Institute of Technology)

9:30 AM → 10:10 AM Plenary: AI overview

9:30 AM AI methods of interest, Overview talk

Speaker: Giang Nguyen (IISAS)

1.1-2023-11-15_AI-data-model-landscape.pdf

10:10 AM → 10:40 AM Platform: Updates

Convener: Viet Tran (Institute of Informatics SAS (IISAS))

10:10 AM Overview of the platform updates

Speakers: Andrés Heredia Canales (IFCA-CSIC), Ignacio Heredia (IFCA-CSIC)

1.2-Current_future state of the platform - Ignacio, Andrés.pdf

10:40 AM → 11:00 AM Coffee / Break

11:00 AM → 12:30 PM Platform: Updates, WIP

Convener: Viet Tran (Institute of Informatics SAS (IISAS))

11:00 AM New advanced template

Speaker: Borja Esteban Sanchis (KIT)

1.3 - Advanced Template.pdf

11:20 AM Federated Learning with Flower (+demo)

Speaker: Judith Sáinz-Pardo (IFCA-CSIC)

1.4-Federated Learning AI4EOSC (demo).pdf

11:50 AM Federated Learning with NVFlare

Speaker: Khadijeh Alibabaei (KIT)

1.5-NVFLARE.pptx.pdf

12:10 PM MLflow and its usage

Speaker: Lisana Berberi

1.6 MLflow and its usage.pdf

12:30 PM → 1:30 PM Lunch

1:30 PM → 2:50 PM Platform: Updates, WIP

Convener: Viet Tran (Institute of Informatics SAS (IISAS))

1:30 PM Model provenance and domain metadata

Speaker: Mario Santa Cruz López (Predictia)

1.7-Model provenance and domain metadata.pdf

1:50 PM OSCAR system for inference

Speakers: Amanda Calatrava Arroyo (UPV), Miguel Caballer (UPV)

1.8-OSCAR Training - user workshop.pdf

2:10 PM AI4Compose - composition of AI inference pipelines

Speakers: Amanda Calatrava Arroyo (UPV), Miguel Caballer (UPV)

1.9-AI4Compose.pdf

2:30 PM Drift detection with Frouros

Speaker: Jaime Céspedes Sisniega (IFCA-CSIC)

1.10-Data drift with Frouros - Ignacio.pdf

2:50 PM → 3:05 PM Coffee / Break

3:05 PM → 4:35 PM Hands-on: Solving common problems (#1)

3:05 PM Identified common problems

Speaker: Valentin Kozlov (Karlsruhe Institute of Technology)

3:15 PM Solving common problems #1

1.HO - Log debug and test.pdf

4:35 PM → 4:50 PM Coffee / Break

4:50 PM → 6:10 PM Hands-on: Solving common problems (#2)

4:50 PM Solving common problems #2

1.HO-AddingModuleOnMarketplace.pdf

6:10 PM → 6:30 PM Plenary: Competence Centers in Europe

6:10 PM Competence Centers in Europe as defined in Skills4EOSC

Speaker: Lisana Berberi

1.11-Skills4EOSC_CC.pdf

7:30 PM → 10:00 PM Dinner in town: “Bratislava Flagship” restaurant

Thursday, November 16

9:15 AM → 11:15 AM AI4EOSC Use cases: Status, challenges, feedback, plans

Convener: Valentin Kozlov (Karlsruhe Institute of Technology)

9:15 AM UC1 Status, feedback, and outlook

UC1 Google slides (AI4EOSC folder)

9:55 AM UC2 Status, feedback, and outlook

UC2 Google slides (AI4EOSC folder)

10:35 AM UC3 Status, feedback, and outlook

UC3 Google slides (AI4EOSC folder)

11:15 AM → 11:30 AM Coffee / Break

11:30 AM → 12:30 PM Platform: Updates, technical details

12:30 PM → 1:30 PM Lunch

1:30 PM → 3:30 PM Hands-on: UC specific challenges

3:30 PM → 3:45 PM Coffee / Break

3:45 PM → 4:45 PM AI4EOSC Use cases: Sum up on specific challenges

Convener: Valentin Kozlov (Karlsruhe Institute of Technology)

3:45 PM UC1 report on solving specific challenges

4:05 PM UC2 report on solving specific challenges

4:25 PM UC3 report on solving specific challenges

4:45 PM → 5:00 PM Plenary: Wrap Up, Close