In conjunction with HIPEAC 2020

Bologna, Italy
January 22nd, 202o

Extreme Data is an incarnation of Big Data concept distinguished by the massive amounts of data that must be queried, communicated and analyzed in (near) real-time by using a very large number of memory/storage elements and Exascale computing systems. Immediate examples are the scientific data produced at a rate of hundreds of gigabits-per- second that must be stored, filtered and analyzed, the millions of images per day that must be mined (analyzed) in parallel, the one billion of social data posts queried in real-time on an in-memory components database. Traditional disks or commercial storage cannot handle nowadays the extreme scale of such application data. Following the need of improvement of current concepts and technologies, ASPIDE’s topics focus on data- intensive applications running on systems composed of up to millions of computing elements (Exascale systems). Practical results will include the methodology and software prototypes that will be designed and used to implement Exascale applications.

The ASPIDE 2019 workshop will contribute with the definition of new programming paradigms, APIs, runtime tools, and methodologies for expressing data-intensive tasks on Exascale systems, which can pave the way for the exploitation of massive parallelism over a simplified model of the system architecture, promoting high performance and efficiency, and offering powerful operations and mechanisms for processing extreme data sources at high speed and/or real-time.

10:00 – 10:20 Javier Garcia-Blas Overview of the ASPIDE project
10:20 – 10:40 Domenico Talia State of the art of Exascale programing models
10:40 – 11:00 Fabrizio Marozzo Integrating DCEx and GRPPI
11:00-11:30 Coffee break  
11:30 – 11:50 David del Rio & Javier Fernandez Distributed Task-Based Scheduler for Data-Intensive Applications”
11:50 – 12:10 Jesús Carretero Data management for Exascale
12:10 – 12:30 Dragi Kimovski & Gabriel Iuhasz Monitoring data collection and mining for Exascale systems
12:30 – 12:50 Daniel Martin de Blas Diffusion-Weighted Magnetic Resonance Image Processing: ASPIDE use case
12:50 – 13:00 Javier Garcia-Blas Closing remarks

General Chair
Javier Garcia-Blas, University Carlos III of Madrid

Program Committee
Monica Abella, Hospital General Universitario Gregorio Marañón
Jesus Carrero, University Carlos III of Madrid
Manuel Desco, Hospital General Universitario Gregorio Marañón
Jose Daniel Garcia, University Carlos III of Madrid
Fabrizio Marozzo, University of Calabria
Teresa Pizzuti, Integris
Ariel Oleksiak, Poznan Supercomputing and Networking Center
Dana Petcu, West University of Timisoara
Radu Prodan, University of Klagenfurt
Paolo Trunfio, University of Calabria