SOSC 2023 Fifth International School on Open Science Cloud
from
Monday, 23 October 2023 (08:00)
to
Friday, 27 October 2023 (22:00)
Monday, 23 October 2023
09:00
Introduction
Introduction
09:00 - 11:00
Contributions
09:00
Welcome and Introduction
-
Daniele Spiga
(
Istituto Nazionale di Fisica Nucleare
)
09:30
Dark matter and neutrino study with CYGNO: Computing model and data handling
-
Giovanni Mazzitelli
(
Istituto Nazionale di Fisica Nucleare
)
11:00
Coffee Break
Coffee Break
11:00 - 11:20
11:20
Fundamentals
Fundamentals
11:20 - 13:00
Contributions
11:20
How do I manage applications: Containers
-
Diego Ciangottini
(
INFN Perugia
)
13:00
Lunch break
Lunch break
13:00 - 14:20
Room: Aula 1 (floor -1)
14:20
Fundamentals
Fundamentals
14:20 - 15:20
Contributions
14:20
Exercises with containers
-
Diego Ciangottini
(
INFN Perugia
)
15:20
15:20 - 16:20
Contributions
15:20
Introduction to the project: Working with image data
-
Lucio Anderlini
(
Istituto Nazionale di Fisica Nucleare
)
16:20
Coffee Break
Coffee Break
16:20 - 16:40
16:40
16:40 - 18:00
Contributions
16:40
Introduction to the project: Working with image data
-
Lucio Anderlini
(
Istituto Nazionale di Fisica Nucleare
)
19:00
Welcome Event: A special session focusing on FPGA (with Buffet)
Welcome Event: A special session focusing on FPGA (with Buffet)
19:00 - 22:30
Tuesday, 24 October 2023
09:00
Fundamentals
Fundamentals
09:00 - 10:50
Contributions
09:00
Container Orchestration: a comprehensive overview
-
Diego Ciangottini
(
INFN Perugia
)
10:00
How do I manage my data: Cloud Storage
-
Alessandro Costantini
(
Istituto Nazionale di Fisica Nucleare
)
10:50
Coffee Break
Coffee Break
10:50 - 11:10
11:10
Tools for data handling and processing
Tools for data handling and processing
11:10 - 13:00
Contributions
11:10
Cloud Storage in practice. Guided exercise on storage: read and wrirte data
-
Alessandro Costantini
(
Istituto Nazionale di Fisica Nucleare
)
12:10
Quick intro to Message queue (NATS): how to publish and subscribe
-
Mirko Mariotti
(
Istituto Nazionale di Fisica Nucleare
)
13:00
Lunch Break
Lunch Break
13:00 - 14:20
14:20
14:20 - 16:20
Contributions
14:20
Dask data processing: What, Why and When
-
Tommaso Tedeschi
(
Università e INFN Perugia
)
15:20
Student project
16:20
Coffee Break
Coffee Break
16:20 - 16:50
16:50
16:50 - 18:00
Contributions
16:50
Student Project
Wednesday, 25 October 2023
09:00
Machine Learning
Machine Learning
09:00 - 10:50
Contributions
09:00
Machine Learning: Basics
-
Luca Scrucca
(
Università degli Studi di Perugia
)
10:00
Machine Learning: Neural Networks
-
Luca Scrucca
(
Università degli Studi di Perugia
)
10:50
Coffe Break
Coffe Break
10:50 - 11:10
11:10
Machine Learning
Machine Learning
11:10 - 13:10
Contributions
11:10
Computer Vision with Deep Learning: Basics
-
Lucio Anderlini
(
Istituto Nazionale di Fisica Nucleare
)
12:10
Guided exercise: Out of memory with Dask
-
Lucio Anderlini
(
Istituto Nazionale di Fisica Nucleare
)
13:10
Lunch Break
Lunch Break
13:10 - 14:20
14:20
14:20 - 16:20
Contributions
14:20
Hands-on: OOM Deep Learning on MNIST
-
Lucio Anderlini
(
Istituto Nazionale di Fisica Nucleare
)
15:20
Student Project
16:20
Coffee Break
Coffee Break
16:20 - 16:40
16:40
16:40 - 18:00
Contributions
16:40
Student Project
Thursday, 26 October 2023
09:00
Continuing the hands-on
Continuing the hands-on
09:00 - 10:50
10:50
Coffee Break
Coffee Break
10:50 - 11:10
11:10
Workflow Management
Workflow Management
11:10 - 13:00
Contributions
11:10
Pipeline composition via MLFlow: Connecting the dots
-
Tommaso Tedeschi
(
Università e INFN Perugia
)
13:00
Lunch Break
Lunch Break
13:00 - 14:20
14:20
14:20 - 16:20
Contributions
14:20
Guided Execise on: Building your pipeline with workflow automation
-
Diego Ciangottini
(
INFN Perugia
)
15:20
Student Project
16:20
Coffee Break
Coffee Break
16:20 - 16:40
16:40
16:40 - 18:00
Contributions
16:40
Student Project
20:00
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
20:00 - 23:00
Friday, 27 October 2023
09:00
09:00 - 11:00
Contributions
09:00
From Local Dask to Distribueted Dask
-
Tommaso Tedeschi
(
Università e INFN Perugia
)
10:00
Time for survey
11:00
Coffee Break
Coffee Break
11:00 - 11:30
11:30
Wrap-up and closing session
Wrap-up and closing session
11:30 - 12:30
12:30
Lunch Break
Lunch Break
12:30 - 14:30