The CODATA-RDA Advanced Workshops for Research Data Science

Administration

Description

An ICTP Meeting in presence

The advanced workshops are a week-long hands-on activity that exposes participants to advanced techniques/approaches in specialized areas. Participants are expected to have a suitable background or have participated in a prior Summer School part of of this activity.

Two applied/thematic workshops on Research Data Science will run in parallel:

Workshop 1: IoT/Big-Data Analytics (Lead instructor: Ekpe Okorafor)

Analysis of Large Scale Real-Time and Streaming Data
Real time event processing, low latency query and visualization
Hands-on sessions on Data ingesting and tools for capturing real time events/ streams, processing, low latency query and visualization

Workshop 2: Compute Infrastructure (Lead instructors: Rob Quick and Raphael Cobe)

Data analysis tasks (from laptops to HPC platforms)
Deploying and using applications (jupyter notebooks) on laptops and HPC clusters
A look at large scale data analysis on Cloud Computing Platforms

Call for Contributed Abstracts: All applicants are requested to submit an abstract for a poster presentation. Abstract templates are available below for download.

Grants: A limited number of grants are available to support the attendance of selected participants from developing countries. There is no registration fee.

Individuals seeking an introduction to Research Data Science can apply to the Summer School that runs immediately before the workshops.

Material

Abstract templates Final list of Participants Group Photo Poster

The CODATA-RDA Advanced Workshops for Research Data Science | (smr 3908)

Go to day

Monday, 14 August 2023

08:30 - 09:00
- 08:30 Registration formalities 30'

09:00 - 18:30 IoT/Big-Data Analytics

09:00 Introduction to Big Data & IoT Analytics Problem Scope. Analysis of Large Scale Real-Time and Streaming Data 1h30'

Speaker:	Ekpe Apia OKORAFOR (Big Data Academy Accenture Digital - Analytic, USA)
Material:	Slides

10:30 Coffee Break 30'

11:00 Introduction to Kafka 2h0'

Speaker:	Ekpe Apia OKORAFOR (Big Data Academy Accenture Digital - Analytic, USA)
Material:	Slides

13:00 Lunch break 1h0'
14:00 Lab – Install & Verify Docker Environment for Kafka 2h0'

Speaker: Ekpe Apia OKORAFOR (Big Data Academy Accenture Digital - Analytic, USA)
16:00 Coffee Break 30'
16:30 Lab – Creating Topics & Passing Messages. Group Discussion on Problem 2h0'

Speaker: Ekpe Apia OKORAFOR (Big Data Academy Accenture Digital - Analytic, USA)

13:00 - 17:00 Compute Infrastructure
- 13:00 Introduction to Computational Infrastructures 3h0'
  
  Speaker: Robert QUICK (Indiana University, USA)
- 16:00 Coffee Break 30'
- 16:30 Introduction to Computational Infrastructures 30'
  
  Speaker: Robert QUICK (Indiana University, USA)

Tuesday, 15 August 2023
- 09:00 - 17:30 Compute Infrastructure
  - 09:00 Cloud Computing 1h30'
    
    Speaker: Raphael MENDES DE OLIVEIRA COBE (UNESP, Brazil)
  - 10:30 Coffee Break 30'
  - 13:00 Lunch break 1h0'
  - 14:00 Cloud Computing 2h0'
    
    Speaker: Raphael MENDES DE OLIVEIRA COBE (UNESP, Brazil)
  - 16:00 Coffee Break 30'
  - 16:30 Cloud Computing 1h0'
    
    Speaker: Raphael MENDES DE OLIVEIRA COBE (UNESP, Brazil)
- 09:00 - 18:30 IoT/Big-Data Analytics
  - 09:00 Design of Kafka topics and partitions 1h30'
    
    Speaker: Ekpe Apia OKORAFOR (Big Data Academy Accenture Digital - Analytic, USA)
  - 10:30 Coffee Break 30'
  - 11:00 Lab – Designing topics and partitions 1h30'
    
    Speaker: Ekpe Apia OKORAFOR (Big Data Academy Accenture Digital - Analytic, USA)
  - 12:30 Evaluation of the designs and suggested solutions 30'
    
    Speaker: Ekpe Apia OKORAFOR (Big Data Academy Accenture Digital - Analytic, USA)
  - 13:00 Lunch break 1h0'
  - 14:00 Lab - Implement Topics and Partitions 2h0'
    
    Speaker: Ekpe Apia OKORAFOR (Big Data Academy Accenture Digital - Analytic, USA)
  - 16:00 Coffee Break 30'
  - 16:30 Lab - Implement Topics and Partitions 2h0'
    
    Speaker: Ekpe Apia OKORAFOR (Big Data Academy Accenture Digital - Analytic, USA)
Wednesday, 16 August 2023
- 09:00 - 17:30 Compute Infrastructure
  - 09:00 High Throughput 1h30'
    
    Speaker: Robert QUICK (Indiana University, USA)
  - 10:30 Coffee Break 30'
  - 11:00 High Throughput 2h0'
    
    Speaker: Robert QUICK (Indiana University, USA)
  - 13:00 Lunch break 1h0'
  - 14:00 High Throughput 2h0'
    
    Speaker: Robert QUICK (Indiana University, USA)
  - 16:00 Coffee Break 30'
  - 16:30 High Throughput 1h0'
    
    Speaker: Robert QUICK (Indiana University, USA)
- 09:00 - 18:30 IoT/Big-Data Analytics
  - 09:00 Introduction to Spark / Spark Streaming 1h30'
    
    Speaker: Ekpe Apia OKORAFOR (Big Data Academy Accenture Digital - Analytic, USA)
  - 10:30 Coffee Break 30'
  - 11:00 Real-time data processing using Kafka and Spark streaming 2h0'
    
    Speaker: Ekpe Apia OKORAFOR (Big Data Academy Accenture Digital - Analytic, USA)
  - 13:00 Lunch break 1h0'
  - 14:00 Real-time data processing using Kafka and Spark streaming 2h0'
    
    Speaker: Ekpe Apia OKORAFOR (Big Data Academy Accenture Digital - Analytic, USA)
  - 16:00 Coffee Break 30'
  - 16:30 Real-time data processing using Kafka and Spark streaming 2h0'
    
    Speaker: Ekpe Apia OKORAFOR (Big Data Academy Accenture Digital - Analytic, USA)
Thursday, 17 August 2023
- 09:00 - 17:30 Compute Infrastructure
  - 09:00 High Performance Computing 1h30'
    
    Speaker: Raphael MENDES DE OLIVEIRA COBE (UNESP, Brazil)
  - 10:30 Group Photo 5'
  - 10:35 Coffee Break 25'
  - 11:00 High Performance Computing 2h0'
    
    Speaker: Raphael MENDES DE OLIVEIRA COBE (UNESP, Brazil)
  - 13:00 Lunch break 1h0'
  - 14:00 High Performance Computing 2h0'
    
    Speaker: Raphael MENDES DE OLIVEIRA COBE (UNESP, Brazil)
  - 16:00 Coffee Break 30'
  - 16:30 High Performance Computing 1h0'
    
    Speaker: Raphael MENDES DE OLIVEIRA COBE (UNESP, Brazil)
- 09:00 - 18:30 IoT/Big-Data Analytics
  - 09:00 Introduction to IoT & Analytics Processing 1h30'
    
    Speaker: Ekpe Apia OKORAFOR (Big Data Academy Accenture Digital - Analytic, USA)
  - 10:30 Group Photo 5'
  - 10:35 Coffee Break 25'
  - 11:00 Introduction to IoT & Analytics Processing 2h0'
    
    Speaker: Ekpe Apia OKORAFOR (Big Data Academy Accenture Digital - Analytic, USA)
  - 13:00 Lunch break 1h0'
  - 14:00 Lab – IoT Kafka Streaming Solution 2h0'
    
    Speaker: Ekpe Apia OKORAFOR (Big Data Academy Accenture Digital - Analytic, USA)
  - 16:00 Coffee Break 30'
  - 16:30 Lab – IoT data Analysis: Project Discussion 2h0'
    
    Speaker: Ekpe Apia OKORAFOR (Big Data Academy Accenture Digital - Analytic, USA)
Friday, 18 August 2023
- 09:00 - 14:00 Compute Infrastructure
  - 09:00 Computational Infrastructure Wrapup 1h30'
    
    Speaker: Robert QUICK (Indiana University, USA)
  - 10:30 Coffee Break and Move to ICTP Data Center 30'
  - 11:00 Data Center Tour and Network Lecture 2h0'
    
    Speaker: Clement ONIME (ICTP, Italy)
  - 13:00 Dismiss 1h0'
- 09:00 - 18:30 IoT/Big-Data Analytics
  - 09:00 Real-time Sentiment Data Analysis Using ML approaches 1h0'
    
    Speaker: Ekpe Apia OKORAFOR (Big Data Academy Accenture Digital - Analytic, USA)
  - 10:00 Lab – Twitter Stream Sentiment Analysis 30'
    
    Speaker: Ekpe Apia OKORAFOR (Big Data Academy Accenture Digital - Analytic, USA)
  - 10:30 Coffee Break 30'
  - 11:00 Lab - Twitter Stream Sentiment Analysis 2h0'
    
    Speaker: Ekpe Apia OKORAFOR (Big Data Academy Accenture Digital - Analytic, USA)
  - 13:00 Lunch break 1h0'
  - 14:00 Lab – Twitter Stream Sentiment Analysis 2h0'
    
    Speaker: Ekpe Apia OKORAFOR (Big Data Academy Accenture Digital - Analytic, USA)
  - 16:00 Coffee Break 30'
  - 16:30 Recap & Course Close 2h0'