SOSC 2023 Fifth International School on Open Science Cloud

23 ott 2023, 08:00 → 27 ott 2023, 22:00 Europe/Rome

INFN Perugia

Daniele Bonacorsi (Istituto Nazionale di Fisica Nucleare), Daniele Spiga (Istituto Nazionale di Fisica Nucleare), Davide Salomoni (Istituto Nazionale di Fisica Nucleare), Diego Ciangottini (INFN Perugia), Livio Fano' (Istituto Nazionale di Fisica Nucleare), Luca Scrucca, Lucio Anderlini (Istituto Nazionale di Fisica Nucleare), Mirko Mariotti (Istituto Nazionale di Fisica Nucleare)

The theme of the fifth International School on Open Science Cloud is “Computing Models for Scientific Experiments”

The SOSC23 is sponsored by

SOSC23 First Bulletin.pdf

SOSC23 Poster.png

SOSC23 Second Bulletin.pdf

lunedì 23 ottobre

09:00 → 11:00 Lectures: Introduction

ClosingSession 2023.pdf

09:00 Welcome and Introduction

Relatore: Daniele Spiga (Istituto Nazionale di Fisica Nucleare)

Welcome SOSC23.pdf

09:30 Dark matter and neutrino study with CYGNO: Computing model and data handling

Relatore: Giovanni Mazzitelli (Istituto Nazionale di Fisica Nucleare)

SOSC 2023 - Dark Matter & CYGNO CM.pdf

11:00 → 11:20 Coffee Break

11:20 → 13:00 Lectures: Fundamentals

Coordinatore: Diego Ciangottini (INFN Perugia)

ClosingSession 2023.pdf

11:20 How do I manage applications: Containers

Relatore: Diego Ciangottini (INFN Perugia)

jhub

Presentation

School Repository

SOSC23 - Docker Container.pdf

13:00 → 14:20 Lunch break

14:20 → 15:20 Lectures: Fundamentals

ClosingSession 2023.pdf

14:20 Exercises with containers

Relatore: Diego Ciangottini (INFN Perugia)

15:20 → 16:20 Hands On

15:20 Introduction to the project: Working with image data

Relatore: Lucio Anderlini (Istituto Nazionale di Fisica Nucleare)

16:20 → 16:40 Coffee Break

16:40 → 18:00 Hands On

16:40 Introduction to the project: Working with image data

Relatore: Lucio Anderlini (Istituto Nazionale di Fisica Nucleare)

19:00 → 22:30 Special Session: Welcome Event: A special session focusing on FPGA (with Buffet)

20:00 Buffet

martedì 24 ottobre

09:00 → 10:50 Lectures: Fundamentals

ClosingSession 2023.pdf

09:00 Container Orchestration: a comprehensive overview

Relatore: Diego Ciangottini (INFN Perugia)

10:00 How do I manage my data: Cloud Storage

Relatore: Alessandro Costantini (Istituto Nazionale di Fisica Nucleare)

sosc23-block_vs_object_storage.pdf

10:50 → 11:10 Coffee Break

11:10 → 13:00 Lectures: Tools for data handling and processing

ClosingSession 2023.pdf

11:10 Cloud Storage in practice. Guided exercise on storage: read and wrirte data

Relatore: Alessandro Costantini (Istituto Nazionale di Fisica Nucleare)

sosc23-block_vs_object_storage.pdf

12:10 Quick intro to Message queue (NATS): how to publish and subscribe

Relatore: Mirko Mariotti (Istituto Nazionale di Fisica Nucleare)

13:00 → 14:20 Lunch Break

14:20 → 16:20 Hands On

14:20 Dask data processing: What, Why and When

Relatore: Tommaso Tedeschi (Università e INFN Perugia)

Dask - SOSC23.pdf

15:20 Student project

16:20 → 16:50 Coffee Break

16:50 → 18:00 Hands On

16:50 Student Project

mercoledì 25 ottobre

09:00 → 10:50 Lectures: Machine Learning

ClosingSession 2023.pdf

09:00 Machine Learning: Basics

Relatore: Prof. Luca Scrucca (Università degli Studi di Perugia)

SOSC2023_Scrucca.pdf

10:00 Machine Learning: Neural Networks

Relatore: Prof. Luca Scrucca (Università degli Studi di Perugia)

10:50 → 11:10 Coffe Break

11:10 → 13:10 Lectures: Machine Learning

ClosingSession 2023.pdf

11:10 Computer Vision with Deep Learning: Basics

Relatore: Lucio Anderlini (Istituto Nazionale di Fisica Nucleare)

A minimal introduction to Computer Vision.pdf

12:10 Guided exercise: Out of memory with Dask

Relatore: Lucio Anderlini (Istituto Nazionale di Fisica Nucleare)

13:10 → 14:20 Lunch Break

14:20 → 16:20 Hands On

14:20 Hands-on: OOM Deep Learning on MNIST

Relatore: Lucio Anderlini (Istituto Nazionale di Fisica Nucleare)

15:20 Student Project

16:20 → 16:40 Coffee Break

16:40 → 18:00 Hands On

16:40 Student Project

giovedì 26 ottobre

09:00 → 10:50 Lectures: Continuing the hands-on

ClosingSession 2023.pdf

10:50 → 11:10 Coffee Break

11:10 → 13:00 Lectures: Workflow Management

ClosingSession 2023.pdf

11:10 Pipeline composition via MLFlow: Connecting the dots

Relatore: Tommaso Tedeschi (Università e INFN Perugia)

MLFlow - SOSC23.pdf

13:00 → 14:20 Lunch Break

14:20 → 16:20 Hands On

14:20 Guided Execise on: Building your pipeline with workflow automation

Relatore: Diego Ciangottini (INFN Perugia)

15:20 Student Project

16:20 → 16:40 Coffee Break

16:40 → 18:00 Hands On

16:40 Student Project

20:00 → 23:00 Special Session: Social Dinner. La Bottega Del Vino -> Via del Sole, 1, 06122 Perugia PG

venerdì 27 ottobre

09:00 → 11:00 Final session

09:00 From Local Dask to Distribueted Dask

Relatore: Tommaso Tedeschi (Università e INFN Perugia)

Distributed Dask - SOSC23.pdf

Link to Analysis Facility paper

survey

10:00 Time for survey

11:00 → 11:30 Coffee Break

11:30 → 12:30 Lectures: Wrap-up and closing session

Coordinatore: Daniele Spiga (Istituto Nazionale di Fisica Nucleare)

ClosingSession 2023.pdf

12:30 → 14:30 Lunch Break