| Monday, 22nd January | |
|---|---|
| 09:00 - 10:00 | Registration |
| 10:00 - 10:15 | Welcome: Karolj Skala, Ruđer Bošković Institute, Croatia |
| 10:15 - 10:30 | Opening Winter School - Jesus Carretero Perez, Universidad Carlos III de Madrid, Spain |
| 10:30 - 11:15 | Lecture: Application of Data Science in business, Damir Bacalja, Analytics Leader SEE, IBM |
| 11:15 - 11:30 | Coffee break |
| 11:30 - 13:00 | PhD Symposium - part 1, chair: Davor Davidović, Ruđer Bošković Institute Zagreb, Croatia - Participants |
| 13:00 - 14:00 | Lunch break |
| 14:00 - 16:00 | Lecture & hands-on: An overview of pattern-based parallel programing techniques for developing data and stream based applications: A use case with GrPPI, Javier Fernández Muñoz, Universidad Carlos III de Madrid, Spain Presentation and hands-on |
| 16:00 - 16:15 | Coffee break |
| 16:15 - 18:00 | Lecture & hands-on: An overview of pattern-based parallel programing techniques for developing data and stream based applications: A use case with GrPPI, Javier Fernández Muñoz, Universidad Carlos III de Madrid, Spain |
| 20:00- | Social evening at Medvedgrad BREWERY |
| Tuesday, 23rd January | |
|---|---|
| 09:00 - 11:00 | Lecture & hands-on: Big Data Analytics: Overview and Practical Examples, Sebastien Varrette, University of Luxembourg, Luxembourg |
| 11:00 - 11:15 | Coffee break |
| 11:15 - 13:00 | Lecture & hands-on: Big Data Analytics: Overview and Practical Examples, Sebastien Varrette, University of Luxembourg, Luxembourg |
| 13:00 - 14:00 | Lunch break |
| 14:00 - 16:00 | Lecture & hands-on: Models and systems for scalable Big Data analysis, Paolo Trunfio & Fabrizio Marozzo, University of Calabria, Italy |
| 16:00 - 16:15 | Coffee break |
| 16:15 - 18:00 | Lecture & hands-on: Models and systems for scalable Big Data analysis, Paolo Trunfio & Fabrizio Marozzo, University of Calabria, Italy |
| Wednesday, 24th January | |
|---|---|
| 09:00 - 11:00 | Introduction to Dataflow paradigm, Veljko Milutinovic,ACM Life Member & IEEE Fellow Member, & Miloš Kotlar, ABB, Zurich, Switzerland |
| 11:00 - 11:15 | Coffee break |
| 11:15 - 13:00 | Lecture & hands-on: DataFlow Computing, Veljko Milutinovic, ACM Life Member & IEEE Fellow Member |
| 13:00 - 14:00 | Lunch break |
| 14:00 - 16:00 | Lecture & hands-on: DataFlow Computing, Veljko Milutinovic, ACM Life Member & IEEE Fellow Member |
| 16:00 - 16:15 | Coffee break |
| 16:15 - 19:00 | Lecture & hands-on: DataFlow Computing, Veljko Milutinovic, ACM Life Member & IEEE Fellow Member |
| Thursday, 25th January | |
|---|---|
| 09:30 - 10:45 | PhD Symposium - part 2, chairs: Davor Davidović and Tomislav Lipić, Ruđer Bošković Institute Zagreb, Croatia Participants |
| 10:45 - 11:00 | Coffee break |
| 11:00 - 12:15 | PhD Symposium - Sequel |
| 12:15 - 13:00 | Closing Winter schools and awarding certificates |
This lecture will provide some real life examples of using Big Data and Data Science to solve business problems that were almost impossible or infeasible just few years ago. It will reflect on ML and AI and their applications. We will also take a look at some recent advances in heterogeneous computing and look beyond CPU/GPU for modeling of neural networks.
Lecture and hands-on
Models and systems that support the design and development of Big Data analysis applications on HPC platforms and Cloud infrastructures.
This lecture and hands-on analyses the essence of DataFlow SuperComputing, defines its advantages and sheds light on the related programming model.
Lecture on to pattern-based parallel programing methodology.
This tutorial will offer a synthetic view of Big Data Analytics challenges, the tools permitting to address these challenges and focus on one of these tool through a practical session with a set of concrete examples.
| Participants of WS and PhD Symposium | Title |
|---|---|
| Jonatan Enes | New Techniques for Big Data Processing: Performance Characterization and Optimization of Emerging Frameworks |
| Arsalan Shahid | Additivity: A Criteria to Select Performance Events for Reliable Energy Predictive Analytical Modeling |
| Silvina Caino-Lores | Data locality models and techniques for extreme scale systems |
| Linas Petkevicius | Numerical and symbolic simulation of reactions and diffusion processes in bioreactors |
| Sergio M. Afonso Fumero | Parallel Computing in Low Power Architectures |
| Mario Brcic | Proactive-reactive project scheduling with flexibility and quality requirements |
| Nenad Katanić | Physical intrusion detection method based on machine learning and context-aware activity recognition in real-time |
| Rima Kriauzienė | Numerical analysis and optimization of parallel algorithms for problems with big computational costs |
| Simon Holmbacka | Energy-Aware Software for ManyCore Systems |
| Nelda Kote | Intelligent Information Processing Systems, Successful realization of tasks that require not just algorithmic solutions but an intelligent behavior of program or agent |
| Łukasz Górski | Adaptation of selected parallel algorithms to the PGAS programming model and their implementation in Java with the use of PCJ library |
| Anatolij Neciporenko | Bioreactor control modeling using diffusion-reaction equations and nonlocal boundary conditions |
| Mohammed Amin Belarbi | Dimensionality Reduction in Large Scale Image |
| Sidi Ahmed Mahmoudi | Towards a Smart Selection of Cloud Resources for Multimedia Big Data Computing |
| Ivan Lujic | Efficient Data Management for Near Real-Time Edge Analytics |
| Participants of WS only | |||
|---|---|---|---|
| François Roland | Emin Nuriyev | Hamidreza Khaleghzadeh | Semen Khokhriakov |
| Atanas Hristov | Diana Karoseviciute | Mirjana Hristova | Milena Veneva |
| Andrej Bugajev | Marco Lackovic | Marko Letic | Tania Malik |
| Enida Sheme | Estefania Serrano | Alberto Cascajo | Javier Prieto Cepeda |
| Saúl Alonso Monsalve | Edvinas Greicius | Fani Bajic | |
More information can be found on Zagreb Official Turist website http://www.infozagreb.hr
More information can be found on Zagreb Official Turist website http://www.infozagreb.hr
First accommodation is made possible at HIIM Hrvatski Institut za istraživanje mozga (Croatian Institute for Brain Research), University of Zagreb
Address: Šalata 12, HR-10000 Zagreb, Croatia
Reservation can be done through registration to the event.
http://www.hiim.hr
Second accommodation is reserved in the dormitory of the School of Medicine, School of Public Health “Andrija Stampar”, University of Zagreb
Address: Rockefellerova 4, HR-10000 Zagreb, Croatia
Reservation can be done through registration to the event.
http://www.stampar.hr
Winter school will run in serial for four days in Zagreb, Croatia at HIIM - Croatian institute for brain research and Andrija Štampar University, in appropriate lecture rooms
Address: Šalata 12, HR-10000 Zagreb, Croatia
http://www.hiim.hr
The best means of public transport in Zagreb is the electric tram network regulated by ZET (Zagrebački električki tramvaj). Buses are mostly used through northern, hilly part of Zagreb, and for connecting outskirts with the center of the city.
Download ZET City map
Lunch will be available at the restaurant that is located on the ground floor. Complete menu (Main course, side dish, salad, dessert, bread) is 5€.
Address: Šalata 12, HR-10000 Zagreb, Croatia
http://www.hiim.unizg.hr/
Lunch will be available at the restaurant that is located on the same floor as the dormitory rooms. Complete menu (Main course, side dish, salad, dessert, bread) is 5€.
Address: Rockefellerova 4, HR-10000 Zagreb, Croatia
http://www.stampar.hr
Additional info: skala@irb.hr