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  • Europe/Rome
  • English
  • Administration
Description An ICTP Meeting in presence

During this activity, two applied/thematic workshops on Research Data Science will run in parallel:
 
  • IoT and Big Data Analytics: This workshop presents the analysis of vast amounts of data produced by embedded devices, sensors, appliances and other data-collecting systems in real time using new processes and tools for collecting, storing and processing IoT big data, event/streaming data. Participants should be familiar with software installation and programming in R or Java or Python.
  • Extreme Sources of Data: This workshop introduces the basics relative to a cut-and-count particle physics analysis as performed in the ATLAS Collaboration (Large Hadron Collider). Topics to be covered include phenomenological, experimental and data-analysis aspects of the Standard  Model; software development and tools for analysis and reproducible science and sharing. Participants should have taken at least one university-level course on Particle Physics.

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

The CODATA-RDA Research Data Science Advanced Workshops | (smr 3766)
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  • Monday, 25 July 2022
    • 08:30 - 10:00
      Location: Adriatico Guest House - Registration Desk (Lower Level)
      • 08:30 Registration formalities (in person participants) 1h30' 
        REGISTRATION: Upon arrival, Visitors not staying in the ICTP Guest Houses, are kindly requested to complete registration formalities at the Adriatico Guesthouse. The Registration Desk will be open at the Lower level from 8.30  to 10.00.

Time zone: You can choose your time zone (in place of Europe/Rome) on the top right of the page and the programme time will be modified accordingly.
    • 09:00 - 18:30 IoT and Big Data Analytics Workshop
      Location: Adriatico Guest House - Denardo Lecture Hall
      • 09:00 Introduction to Big Data & IoT Analytics Problem Scope. Analysis of Large Scale Real-Time and Streaming Data 1h30'
      • 10:30 Coffee break 30'
      • 11:00 Introduction to Kafka 2h0'
      • 13:00 Lunch Break 1h0'
      • 14:00 Lab – Install & Verify Docker Environment for Kafka 2h0'
      • 16:00 Coffee break 30'
      • 16:30 Lab – Creating Topics & Passing Messages. Group Discussion on Problem 2h0'
    • 10:00 - 17:45 Extreme Sources of Data Workshop
      Location: Adriatico Guest House - Eklund Informatics Lab
      • 10:00 Welcome and setting up the tools 1h0'
        Material: Slides
      • 11:00 Coffee break 30'
      • 11:30 The physics behind ATLAS Open Data 1h0'
        Speaker: Leonid SERKIN (ICTP, Italy)
        Material: Slides
      • 12:30 Lunch Break 1h30'
      • 14:00 Hands-on C++: ATLAS Open Data 2h0'
        Speaker: Leonid SERKIN (ICTP, Italy)
        Material: Slides
      • 16:00 Coffee break 15'
      • 16:15 Hands-on C++: ATLAS Open Data 1h30'
        Speaker: Leonid SERKIN (ICTP, Italy)
  • Tuesday, 26 July 2022
    • 09:00 - 18:30 IoT and Big Data Analytics Workshop
      Location: Adriatico Guest House - Denardo Lecture Hall
      • 09:00 Design of Kafka topics and partitions 1h30'
      • 10:30 Coffee break 30'
      • 11:00 Lab – Designing topics and partitions 1h30'
      • 12:30 Evaluation of the designs and suggested solutions 30'
      • 13:00 Lunch Break 1h0'
      • 14:00 Lab - Implement Topics and Partitions 2h0'
      • 16:00 Coffee break 30'
      • 16:30 Lab - Implement Topics and Partitions 2h0'
    • 09:30 - 17:45 Extreme Sources of Data Workshop
      Location: Adriatico Guest House - Eklund Informatics Lab
      • 09:30 Intro to Python 1h30'
        Speaker: Giovanni GUERRIERI (ICTP, Italy)
        Material: Slides
      • 11:00 Coffee break 30'
      • 11:30 Numpy and Pandas 1h0'
        Speaker: Giovanni GUERRIERI (ICTP, Italy)
      • 12:30 Lunch Break 1h30'
      • 14:00 Python uproot 2h0'
        Speaker: Meirin Oan EVANS (University of Sussex, UK)
        Material: Link
      • 16:00 Coffee break 15'
      • 16:15 Python Matplotlib for HEP 1h30'
        Speaker: Meirin Oan EVANS (University of Sussex, UK)
        Material: Link
  • Wednesday, 27 July 2022
    • 09:00 - 18:00 IoT and Big Data Analytics Workshop
      Location: Adriatico Guest House - Denardo Lecture Hall
      • 09:00 Introduction to Spark / Spark Streaming 1h30'
      • 10:30 Coffee break 30'
      • 11:00 Real-time data processing using Kafka and Spark streaming 2h0'
      • 13:00 Lunch Break 1h0'
      • 14:00 Lab - Real-time data processing using Kafka and Spark Streaming 2h0'
      • 16:00 Group Photo 2'
      • 16:02 Coffee break 13'
      • 16:15 Lab - Real-time data processing using Kafka and Spark Streaming 1h45'
    • 09:30 - 17:45 Extreme Sources of Data Workshop
      Location: Adriatico Guest House - Eklund Informatics Lab
      • 09:30 Intro to ML 1h30'
        Speaker: Meirin Oan EVANS (University of Sussex, UK)
        Material: Link
      • 11:00 Coffee break 30'
      • 11:30 Applying ML to ATLAS Open Data 1h0'
        Speaker: Meirin Oan EVANS (University of Sussex, UK)
        Material: Link
      • 12:30 Lunch Break 1h30'
      • 14:00 ML on GPU 2h0'
        Speaker: Meirin Oan EVANS (University of Sussex, UK)
        Material: Link
      • 16:00 Group Photo 2'
      • 16:02 Coffee break 13'
      • 16:15 Replicating a HEP Deep Learning result 1h30'
        Speaker: Leonid SERKIN (ICTP, Italy)
        Material: Slides
    • 19:00 - 21:00
      • 19:00 Social Dinner 2h0' 
        All participants are cordially invited to the Social Dinner
  • Thursday, 28 July 2022
    • 09:00 - 18:30 IoT and Big Data Analytics Workshop
      Location: Adriatico Guest House - Denardo Lecture Hall
      • 09:00 Introduction to IoT & Analytics Processing 1h30'
      • 10:30 Coffee break 30'
      • 11:00 Lab – IoT Kafka Streaming Solution 2h0'
      • 13:00 Lunch Break 1h0'
      • 14:00 Lab – IoT Kafka Streaming Solution 2h0'
      • 16:00 Coffee break 30'
      • 16:30 Lab – IoT data Analysis: Project Discussion 2h0'
    • 09:30 - 17:45 Extreme Sources of Data Workshop
      Location: Adriatico Guest House - Eklund Informatics Lab
      • 09:30 Statistics tutorial 1h30'
        Speaker: Michele PINAMONTI (INFN, Italy)
        Material: Slides
      • 11:00 Coffee break 30'
      • 11:30 Statistics tutorial 1h0'
        Speaker: Michele PINAMONTI (INFN, Italy)
      • 12:30 Lunch Break 1h30'
      • 14:00 ATLAS Open Data with Root DataFrame 2h0'
        Speaker: Imad Mohammed FARAJ (ICTP, Italy)
        Material: Slides
      • 16:00 Coffee break 15'
      • 16:15 Time to work on group projects 1h30'
  • Friday, 29 July 2022
    • 09:00 - 18:30 IoT and Big Data Analytics Workshop
      Location: Adriatico Guest House - Denardo Lecture Hall
      • 09:00 Real-time Sentiment Data Analysis 1h30'
      • 10:30 Coffee break 30'
      • 11:00 Lab – Twitter Stream Sentiment Analysis 2h0'
      • 13:00 Lunch Break 1h0'
      • 14:00 Lab - Twitter Stream Sentiment Analysis 2h0'
      • 16:00 Coffee break 30'
      • 16:30 Recap & Course Close 2h0' ( Adriatico Guest House - Giambiagi Lecture Hall )
    • 09:30 - 12:30 Extreme Sources of Data Workshop
      Location: Adriatico Guest House - Eklund Informatics Lab
      • 09:30 Presentations of project results by participants 1h30'
      • 11:00 Coffee break 30'
      • 11:30 Live virtual-visit to ATLAS Control Room 30' ( Adriatico Guest House - Giambiagi Lecture Hall ) 
        virtual
        Speaker: Muhammad ALHROOB (University of Oklahoma, USA)
      • 12:00 Summary session and hand-out of certificates 30' ( Adriatico Guest House - Giambiagi Lecture Hall )
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