Topic 4 - High Performance Architectures and Compilers

Track 4. Data analytics, AI, and Computational Science focus

Chairs

* Maciej Malawski, AGH University of Science and Technology, Poland
* Radu Prodan, University of Klagenfurt, Austria

Focus

● Artificial Intelligence in the IoT-Edge-Cloud continuum
● Data management in Edge devices and the computing continuum
● Innovative applications and case studies
● Large-scale data processing applications in science, engineering, business and healthcare
● Emerging trends for computing, machine learning, approximate computing, and quantum computing.
● Parallel, replicated, and highly-available distributed databases
● Scientific data analytics (Big Data or HPC-based approaches)
● Middleware for processing large-scale data
● Programming models for parallel and distributed data analytics
● Workflow management for data analytics
● Coupling HPC simulations with in-situ data analysis
● Parallel data visualization
● Distributed and parallel transaction, query processing and information retrieval
● Internet-scale data-intensive applications
● Sensor network data management
● Data-intensive computing infrastructures
● Parallel data streaming and data stream mining
● New storage hierarchies in distributed data systems
● Parallel and distributed machine learning, knowledge discovery and data mining
● Privacy and trust in parallel and distributed data management and analytics systems
● IoT data management and analytics
● Parallel and distributed data science applications
● Data analysis in cloud and serverless models

PROGRAM COMMITTEE

Track 4
Ashiq Anjum, University of Leicester, UK
Daniel Balouek-Thomert, University of Utah, USA
Luiz F. Bittencourt, University of Campinas, Brazil
Pascal Bouvry, University of Luxembourg, Luxembourg
Carmela Comito, ICAR CNR, Italy
Pedro Diniz, INESC-ID, Portugal
Rosa Filgueira, Heriot-Watt University, UK
Shadi Ibrahim, INRIA Rennes, France
Dalibor Klusacek, CESNET Brno, Czech Republic
Young Choon Lee, Macquarie University, Australia
Rabia Saleem, University of Derby, UK
Josef Spillner, Zurich University of Applied Sciences, Switzerland
Dingwen Tao, Indiana University, USA
Douglas    Thain, University of Notre Dame, USA
Rafael Tolosana-Calasanz, Universidad de Zaragoza, Spain
Jidong Zhai, Tsinghua University, China