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DATA-DREAM22: Data-driven applications for industrial and societal challenges: Problems, methods, and computing platforms
DATE22, Virtual, March 18, 2022
https://www.date-conference.com/workshop/w06
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Submission link:	https://easychair.org/conferences/?conf=data-dream22
Submission deadline:	January 10, 2022
*The workshop will be free of charge for all attendees*

Weather simulations, large-scale traffic coordination, and planning for renewable energy farms are just a few examples of data-driven applications that can lead to sizeable improvements in society. However, these applications can no longer transparently profit from new hardware and system designs. Instead, the high complexity barrier makes it hard for the domain experts writing the next generation of applications to reap the efficiency gains of architectural innovations including heterogeneous distributed systems, emerging memory subsystems, domain-specific accelerators, and reconfigurable hardware.
This workshop seeks to create a discussion forum to holistically address these barriers, harnessing the long-standing expertise of the DATE community on customized systems and system design methodologies, with the goal to democratize computing efficiency. The workshop will bring together experts from different disciplines, across different topic areas of DATE, and even from external communities. These experts include researchers on architectures (from federated down to traditional embedded systems), on runtime systems, on performance modeling, on trade-offs in emerging computing systems, on design methodologies and high-level compilation frameworks, and on experiences deploying and optimizing data-driven, societally-pressing applications to heterogeneous and distributed systems. 

Topics
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Concrete topic areas are:
- Use cases: Experience reports on challenges, tools, and frameworks to bring use cases to heterogeneous/emerging/reconfigurable systems.
- High-level hardware-software compilation: From domain-expert frameworks (e.g., domain-specific languages (DSLs) or Python frameworks) down to domain-specific architectures.
- Runtime systems: Distributed and shared memory runtime systems for resource management in heterogeneous systems.
- Design methodologies and high-level synthesis for data-driven societally pressing applications.
- FPGA and CGRA acceleration for scientific computing.

Submission instructions
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Electronic paper submission requires a full paper, up to 6 double column pages using the format of the DATE conference. The page limit includes references. Papers should be submitted in PDF at the following link: https://easychair.org/conferences/?conf=data-dream22
This workshop has no formal proceedings, but we encourage authors to upload their contributions to open repositories (which will be linked from the workshop page).

Important dates
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Paper submission deadline: January 10th, 2022, 23:59 (CET)
Notification of acceptance: February 10th, 2022
Camera ready version: February 20th, 2022

Organizers
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Jeronimo Castrillon, Technical University of Dresden, jeronimo.castrillon@tu-dresden.de
Christian Pilato, Politecnico di Milano, christian.pilato@polimi.it
Christoph Hagleitner, IBM Research Europe, hle@zurich.ibm.com

Technical Program Committee
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Jeronimo Castrillon, TU Dresden
Zhenman Fang, Simon Fraser University
Georgi Gaydadjiev, University of Groningen
Diana Goehringer, TU Dresden
Christoph Hagleitner, IBM Research Europe
Paul Kelly, Imperial College
Jan Martinovic, VSB-Technical University of Ostrava
Gianluca Palermo, Politecnico di Milano
Christian Pilato, Politecnico di Milano
Andy Pimentel, University of Amsterdam
Francesco Regazzoni, University of Amsterdam and Università della Svizzera italiana
Katerina Slaninova, VSB-Technical University of Ostrava