SOSC 2022 Fourth International School on Open Science Cloud

Nov 28, 2022, 8:00 AM → Dec 2, 2022, 10:00 PM 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 fourth International School on Open Science Cloud is “Computing Models for Scientific Experiments”

Poster-SOSC22.pdf

SOSC 2022 First Bulletin.pdf

SOSC 2022 Second Bulletin.pdf

Monday, November 28

9:00 AM → 11:00 AM Lectures: Introduction

9:00 AM Welcome

Speakers: Daniele Spiga (Istituto Nazionale di Fisica Nucleare), Davide Salomoni (Istituto Nazionale di Fisica Nucleare)

Welcome SOSC22.pdf

9:30 AM Introduction

Speaker: Davide Salomoni (Istituto Nazionale di Fisica Nucleare)

20221128_ds_sosc22_intro.pdf

10:00 AM Building a computing model

Speaker: Tommaso Boccali (Istituto Nazionale di Fisica Nucleare)

SOSC Perugia Novembre 2022.pptx

11:00 AM → 11:20 AM Coffee Break

11:20 AM → 1:00 PM Lectures: Fundamentals

11:20 AM How do I manage applications: Containers

Speaker: Davide Salomoni (Istituto Nazionale di Fisica Nucleare)

20221128_ds_sosc22_containers.pdf

1:00 PM → 2:20 PM Lunch break

2:20 PM → 4:20 PM Lectures: Fundamentals

2:20 PM How do I manage my data: Block vs. Object storage

Speaker: Alessandro Costantini (Istituto Nazionale di Fisica Nucleare)

sosc22-block_vs_object_storage.pdf

3:20 PM How do I manage my data: Reading and Writing

Speaker: Diego Ciangottini (INFN Perugia)

SOSC-pause.pdf

SOSC-Storage.pdf

4:20 PM → 4:40 PM Coffee Break

4:40 PM → 5:30 PM Hands On

4:40 PM Intro to the project: documentation and tools

Speakers: Daniele Spiga (Istituto Nazionale di Fisica Nucleare), Diego Ciangottini (INFN Perugia)

github repo

Intro to the project.pdf

7:00 PM → 10:30 PM Special Session: A special session focusing on FPGA

7:00 PM FPGA and Machine Learning: Introduction

Speaker: Mirko Mariotti (Istituto Nazionale di Fisica Nucleare)

INFN_SOSC_2022_Talk.pdf

8:00 PM Buffet

9:00 PM Exploting FPGA: Live Demo

Speaker: Mirko Mariotti (Istituto Nazionale di Fisica Nucleare)

Tuesday, November 29

9:00 AM → 10:50 AM Lectures: Fundamentals

9:00 AM Organizing software and actions

Speaker: Alessandro Costantini (Istituto Nazionale di Fisica Nucleare)

sosc22-organizing_software_and_actions.pdf

10:00 AM Workflow automation: Introduction to Argo Workflows

Speaker: Alessandro Costantini (Istituto Nazionale di Fisica Nucleare)

sosc22-organizing_software_and_actions.pdf

10:50 AM → 11:10 AM Coffee Break

11:10 AM → 1:00 PM Lectures: Tools for data handling and processing

11:10 AM Working with data: Jupyter and Pandas

Speaker: Lucio Anderlini (Istituto Nazionale di Fisica Nucleare)

Notebooks

12:10 PM Hands-on: Intruducing the Dataset. Pre-processing, organizing, exploring data

Speaker: Lucio Anderlini (Istituto Nazionale di Fisica Nucleare)

1:00 PM → 2:20 PM Lunch Break

2:20 PM → 4:20 PM Hands On

2:20 PM Hands-on: Pre-processing, organizing, exploring data

Speaker: Lucio Anderlini (Istituto Nazionale di Fisica Nucleare)

3:20 PM Time for Student project

Speaker: Lucio Anderlini (Istituto Nazionale di Fisica Nucleare)

4:20 PM → 4:50 PM Coffee Break

4:50 PM → 6:00 PM Hands On

4:50 PM Automate the workflow execution: Demo Live on Argo Workflow

Speaker: Diego Ciangottini (INFN Perugia)

Wednesday, November 30

9:00 AM → 10:50 AM Lectures: Machine Learning

9:00 AM Introduction to Machine Learning

Speaker: Luca Scrucca (Università degli Studi di Perugia)

SOSC2022 - A Not So Short Introduction To Statistical Machine Learning.pdf

10:50 AM → 11:10 AM Coffe Break

11:10 AM → 1:10 PM Lectures: Machine Learning

11:10 AM Introduction to Machine Learning: Part 2

Speaker: Lucio Anderlini (Istituto Nazionale di Fisica Nucleare)

1:10 PM → 2:20 PM Lunch Break

2:20 PM → 4:20 PM Hands On

2:20 PM Playing with ML: guided exercises

Speaker: Lucio Anderlini (Istituto Nazionale di Fisica Nucleare)

3:20 PM Playing with ML: Guided Exercise and Time for Student project

Speaker: Lucio Anderlini (Istituto Nazionale di Fisica Nucleare)

4:20 PM → 4:40 PM Coffee Break

4:40 PM → 6:00 PM Hands On

4:40 PM Time for Student project

8:00 PM → 11:00 PM Special Session: Social Dinner

Thursday, December 1

9:00 AM → 10:50 AM Lectures: Workflow Management

9:00 AM Parallelize and distribute workloads: Workflow management

Speaker: Daniele Spiga (Istituto Nazionale di Fisica Nucleare)

Workload Management.pdf

10:50 AM → 11:10 AM Coffee Break

11:10 AM → 1:00 PM Lectures: Workflow Management

11:10 AM How do I distribute my Jupyter: Dask and Spark

Speaker: Diego Ciangottini (INFN Perugia)

Sosc22-giovedi.pdf

1:00 PM → 2:20 PM Lunch Break

2:20 PM → 4:20 PM Hands On

2:20 PM Distributing workload via Dask: Guided Exercise

Speaker: Diego Ciangottini (INFN Perugia)

3:20 PM Time for Student Project

Speaker: Diego Ciangottini (INFN Perugia)

4:20 PM → 4:40 PM Coffee Break

4:40 PM → 6:00 PM Hands On

4:40 PM Time for student project + Pipeline implementation

Speaker: Diego Ciangottini (INFN Perugia)

Friday, December 2

9:00 AM → 11:00 AM Final session

9:00 AM Soltuions of the Project

Speakers: Diego Ciangottini (INFN Perugia), Lucio Anderlini (Istituto Nazionale di Fisica Nucleare)

10:00 AM Time for Survey

Students Survey

11:00 AM → 11:30 AM Coffee Break

11:30 AM → 12:30 PM Lectures: Wrap-up

11:30 AM Opportunities for collaboration

Speaker: Davide Salomoni (Istituto Nazionale di Fisica Nucleare)

20221202_ds_sosc22_wrapup.pdf

12:10 PM Conclusions

Speaker: Daniele Spiga (Istituto Nazionale di Fisica Nucleare)

ClosingSession.pdf

12:30 PM → 2:30 PM Lunch Break