SOSC 2023 Fifth International School on Open Science Cloud
from
Monday, October 23, 2023 (8:00 AM)
to
Friday, October 27, 2023 (10:00 PM)
Monday, October 23, 2023
9:00 AM
Lectures: Introduction
Introduction
9:00 AM - 11:00 AM
Contributions
9:00 AM
Welcome and Introduction
-
Daniele Spiga
(
Istituto Nazionale di Fisica Nucleare
)
9:30 AM
Dark matter and neutrino study with CYGNO: Computing model and data handling
-
Giovanni Mazzitelli
(
Istituto Nazionale di Fisica Nucleare
)
11:00 AM
Coffee Break
Coffee Break
11:00 AM - 11:20 AM
11:20 AM
Lectures: Fundamentals
Fundamentals
11:20 AM - 1:00 PM
Contributions
11:20 AM
How do I manage applications: Containers
-
Diego Ciangottini
(
INFN Perugia
)
1:00 PM
Lunch break
Lunch break
1:00 PM - 2:20 PM
Room: Aula 1 (floor -1)
2:20 PM
Lectures: Fundamentals
Fundamentals
2:20 PM - 3:20 PM
Contributions
2:20 PM
Exercises with containers
-
Diego Ciangottini
(
INFN Perugia
)
3:20 PM
Hands On
3:20 PM - 4:20 PM
Contributions
3:20 PM
Introduction to the project: Working with image data
-
Lucio Anderlini
(
Istituto Nazionale di Fisica Nucleare
)
4:20 PM
Coffee Break
Coffee Break
4:20 PM - 4:40 PM
4:40 PM
Hands On
4:40 PM - 6:00 PM
Contributions
4:40 PM
Introduction to the project: Working with image data
-
Lucio Anderlini
(
Istituto Nazionale di Fisica Nucleare
)
7:00 PM
Special Session: Welcome Event: A special session focusing on FPGA (with Buffet)
Welcome Event: A special session focusing on FPGA (with Buffet)
7:00 PM - 10:30 PM
Tuesday, October 24, 2023
9:00 AM
Lectures: Fundamentals
Fundamentals
9:00 AM - 10:50 AM
Contributions
9:00 AM
Container Orchestration: a comprehensive overview
-
Diego Ciangottini
(
INFN Perugia
)
10:00 AM
How do I manage my data: Cloud Storage
-
Alessandro Costantini
(
Istituto Nazionale di Fisica Nucleare
)
10:50 AM
Coffee Break
Coffee Break
10:50 AM - 11:10 AM
11:10 AM
Lectures: Tools for data handling and processing
Tools for data handling and processing
11:10 AM - 1:00 PM
Contributions
11:10 AM
Cloud Storage in practice. Guided exercise on storage: read and wrirte data
-
Alessandro Costantini
(
Istituto Nazionale di Fisica Nucleare
)
12:10 PM
Quick intro to Message queue (NATS): how to publish and subscribe
-
Mirko Mariotti
(
Istituto Nazionale di Fisica Nucleare
)
1:00 PM
Lunch Break
Lunch Break
1:00 PM - 2:20 PM
2:20 PM
Hands On
2:20 PM - 4:20 PM
Contributions
2:20 PM
Dask data processing: What, Why and When
-
Tommaso Tedeschi
(
Università e INFN Perugia
)
3:20 PM
Student project
4:20 PM
Coffee Break
Coffee Break
4:20 PM - 4:50 PM
4:50 PM
Hands On
4:50 PM - 6:00 PM
Contributions
4:50 PM
Student Project
Wednesday, October 25, 2023
9:00 AM
Lectures: Machine Learning
Machine Learning
9:00 AM - 10:50 AM
Contributions
9:00 AM
Machine Learning: Basics
-
Luca Scrucca
(
Università degli Studi di Perugia
)
10:00 AM
Machine Learning: Neural Networks
-
Luca Scrucca
(
Università degli Studi di Perugia
)
10:50 AM
Coffe Break
Coffe Break
10:50 AM - 11:10 AM
11:10 AM
Lectures: Machine Learning
Machine Learning
11:10 AM - 1:10 PM
Contributions
11:10 AM
Computer Vision with Deep Learning: Basics
-
Lucio Anderlini
(
Istituto Nazionale di Fisica Nucleare
)
12:10 PM
Guided exercise: Out of memory with Dask
-
Lucio Anderlini
(
Istituto Nazionale di Fisica Nucleare
)
1:10 PM
Lunch Break
Lunch Break
1:10 PM - 2:20 PM
2:20 PM
Hands On
2:20 PM - 4:20 PM
Contributions
2:20 PM
Hands-on: OOM Deep Learning on MNIST
-
Lucio Anderlini
(
Istituto Nazionale di Fisica Nucleare
)
3:20 PM
Student Project
4:20 PM
Coffee Break
Coffee Break
4:20 PM - 4:40 PM
4:40 PM
Hands On
4:40 PM - 6:00 PM
Contributions
4:40 PM
Student Project
Thursday, October 26, 2023
9:00 AM
Lectures: Continuing the hands-on
Continuing the hands-on
9:00 AM - 10:50 AM
10:50 AM
Coffee Break
Coffee Break
10:50 AM - 11:10 AM
11:10 AM
Lectures: Workflow Management
Workflow Management
11:10 AM - 1:00 PM
Contributions
11:10 AM
Pipeline composition via MLFlow: Connecting the dots
-
Tommaso Tedeschi
(
Università e INFN Perugia
)
1:00 PM
Lunch Break
Lunch Break
1:00 PM - 2:20 PM
2:20 PM
Hands On
2:20 PM - 4:20 PM
Contributions
2:20 PM
Guided Execise on: Building your pipeline with workflow automation
-
Diego Ciangottini
(
INFN Perugia
)
3:20 PM
Student Project
4:20 PM
Coffee Break
Coffee Break
4:20 PM - 4:40 PM
4:40 PM
Hands On
4:40 PM - 6:00 PM
Contributions
4:40 PM
Student Project
8:00 PM
Special Session: Social Dinner. La Bottega Del Vino -> Via del Sole, 1, 06122 Perugia PG
Social Dinner. La Bottega Del Vino -> Via del Sole, 1, 06122 Perugia PG
8:00 PM - 11:00 PM
Friday, October 27, 2023
9:00 AM
Final session
9:00 AM - 11:00 AM
Contributions
9:00 AM
From Local Dask to Distribueted Dask
-
Tommaso Tedeschi
(
Università e INFN Perugia
)
10:00 AM
Time for survey
11:00 AM
Coffee Break
Coffee Break
11:00 AM - 11:30 AM
11:30 AM
Lectures: Wrap-up and closing session
Wrap-up and closing session
11:30 AM - 12:30 PM
12:30 PM
Lunch Break
Lunch Break
12:30 PM - 2:30 PM