DATE Save the Date 17 to 19 April 2023

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W06 Data-driven applications for industrial and societal challenges: Problems, methods, and computing platforms

Start
Friday, 18 March 2022 13:00
End
Friday, 18 March 2022 18:00
Important Dates
Submission Deadline
Author Notification
Camera ready
Organiser
Jeronimo Castrillon, TU Dresden, Germany
Organiser
Christian Pilato, Politecnico di Milano, Italy
Organiser
Christoph Hagleitner, IBM Research -- Zurich Research Laboratory, Switzerland

W06.1 Big data, HPC and FPGAs

Session Start
Fri, 13:00
Session End
Fri, 15:15
Session chair
Fabrizio Ferrandi, Politecnico di Milano, Italy
Presentations

W06.1.1 Workshop introduction

Start
13:00
End
13:15
Organiser
Jeronimo Castrillon, TU Dresden, Germany
Organiser
Christoph Hagleitner, IBM Research -- Zurich Research Laboratory, Switzerland
Organiser
Christian Pilato, Politecnico di Milano, Italy

W06.1.2 Evolution of the Data Market: Highlights and Projections

Start
13:15
End
13:45
Speaker
Nuria de Lama, Consulting Director, EU Government Consulting IDC, Spain

W06.1.3 System and Applications of FPGA Cluster "ESSPER" for Research on Reconfigurable HPC

Start
13:45
End
14:15
Speaker
Kentaro Sano, Center for Computational Science, RIKEN, Japan

W06.1.4 Open-Source Hardware for Heterogeneous Computing

Start
14:15
End
14:45
Speaker
Luca Carloni, Columbia University , United States

Information technology has entered the age of heterogeneous computing. Across a variety of application domains, computer systems rely on highly heterogeneous architectures that combine multiple general-purpose processors with many specialized hardware accelerators. The complexity of these systems, however, threatens to widen the gap between the capabilities provided by semiconductor technologies and the productivity of computer engineers. Open-source hardware is a promising avenue to address this challenge by enabling design reuse and collaboration. ESP is an open-source research platform for system-on-chip design that combines a scalable tile-based architecture and a flexible system-level design methodology. Conceived as a heterogeneous system integration platform, ESP is intrinsically suited to foster collaborative engineering across the open-source hardware community.

W06.1.5 Near-Memory Hardware Acceleration of Sparse Workloads

Start
14:45
End
15:15
Speaker
Zhiru Zhang, Cornell University, United States

W06 Break 1 Coffee break

Session Start
Fri, 15:15
Session End
Fri, 15:30

W06.2 Software development, libraries and languages

Session Start
Fri, 15:30
Session End
Fri, 17:30
Session chair
Dionysios Diamantopoulos, Zurich Research Laboratory, Zurich, Switzerland, Switzerland
Presentations

W06.2.1 Methods and Tools for Accelerating Image Processing Applications on FPGA-based Systems

Start
15:30
End
16:00
Speaker
Diana Göhringer, TU Dresden, Germany

W06.2.2 GridTools: High-level HPC Libraries for Weather and Climate

Start
16:00
End
16:30
Speaker
Hannes Vogt, ETH Zurich / CSCS, Switzerland

W06.2.3 Domain-Specific Multi-Level IR Rewriting for GPU: The Open Earth Compiler for GPU-Accelerated Climate Simulation

Start
16:30
End
17:00
Speaker
Tobias Grosser, University of Edinburgh, United Kingdom

W06.2.4 climbing EVEREST: dEsign enVironmEnt foR Extreme-Scale big data analyTics on heterogeneous platforms

Start
17:00
End
17:30
Speaker
Gianluca Palermo, Politecnico di Milano - DEIB, Italy

W06 Break 2 Coffee break

Session Start
Fri, 17:30
Session End
Fri, 17:40

W06.3 Discussion and closing

Session Start
Fri, 17:40
Session End
Fri, 18:00