SUNDAY July 19, 8:00am - 5:00pm
TOPIC AREA: DESIGN
KEYWORD: ARCHITECTURE & SYSTEM DESIGN
EVENT TYPE: WORKSHOP
Workshop 1 AxC'20: 5th Workshop on Approximate Computing

Speakers:
Francesco Regazzoni - ALaRI, Lugano, Switzerland
Sasa Misailovic - Univ. of Illinois at Urbana-Champaign, IL
Henry Cox - MediaTek, Inc., Woburn, MA
Organizers:
Alessandro Savino - Politecnico di Torino, Italy
Alberto Bosio - École Centrale de Lyon, France
Jürgen Teich - Friedrich-Alexander-Univ. Erlangen-Nürnberg, Germany
Mario Barbareschi - Università degli Studi di Napoli Federico II, Italy

Nowadays, Approximate Computing (AxC) represents a novel and interesting design paradigm for building modern systems with better trade-off between efficiency, in terms of performance, power consumption, hardware area, execution timing, and the quality of the final outcomes. Indeed, AxC is based on the intuitive observation that, while performing exact computation requires a high amount of computational resources, allowing a selective approximation or an occasional relaxation of the specification may provide significant gains in energy efficiency. Suitable solutions will not be fully realized in a single layer only. Therefore, applying AxC in different layers of hardware, architecture, software and algorithms should be investigated. Moreover, while the hidden cost of AxC is a reduction of an application’s inherent resiliency to errors, AxC has also recently been demonstrated to be effective in safety-critical applications. This workshop (fifth edition after successful ones at Paderborn’15, ESWEEK’16, ETS’18, DATE’19) aims at exploring AxC techniques applied at different layers, such as hardware, architecture, software and algorithms, making room for the exploration of methodologies able to exploit effective and real systems that can inspire application in many recent application domains such as machine learning, safety and security.

Alessandro Savino bio: Savino is an Assistant Professor in the Department of Control and Computer Engineering at Politecnico di Torino (Italy). He holds a Ph.D. (2009) and an M.S. equivalent (2005) in Computer Engineering and Information Technology from the Politecnico di Torino in Italy. Savino’s  research  contributions include Approximate  Computing,  Reliability Analysis, Safety Critical Systems, Software-Based Self-Test and Image Analysis. He has been part of the program and organizing committee of several IEEE and INSTICC conferences and served as reviewer of IEEE conferences and journals. His research interests include also Operating Systems, Imaging algorithm, Machine Learning, Evolutionary Algorithms, Graphical User Interface experience and Audio manipulation. He is a member of the IEEE.

Alberto Bosio bio: Bosio received the PhD in Computer Engineering from the Politecnico di Torino, Italy in 2006. He is a Full Professor at INL - École Centrale de Lyon in France. His research interests include Approximate Computing, In-Memory Computing, Test and Diagnosis of Digital circuits and systems and Reliability. He co-authored 1 book, 4 patents 39 journals, and over 120 conference papers. He organized the AxC workshop in the past two editions (2018 and 2019). He is the chair of the ETTTC and a member of the IEEE. Web: http://perso.ec- lyon.fr/alberto.bosio/

Jürgen Teich bio: Teich is with Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Germany, where he is directing the Chair for Hardware/Software Co-Design since 2003. He received the M.S. degree (Dipl.-Ing.; with honors) from the University of Kaiserslautern, Germany in 1989 and the Ph.D. degree (Dr.-Ing.; summa cum laude) from the University of Saarland, Saarbrücken, Germany, in 1993. Prof. Teich is involved in many interdisciplinary projects on basic research as well as industrial projects. From 2003- 2009, he was an elected board member (Fachkollegiat) of the Deutsche Forschungsgemeinschaft (DFG) for the area of Computer Architecture and Embedded Systems. He has been the initiator and coordinator of the DFG priority programme 1148 on "Reconfigurable Computing". Since 2010, he has been the principal coordinator of the Transregional Research Center 89 "Invasive Computing" funded by the German Research Foundation (DFG). He is a member of the Academia Europaea, of the National Academy of Science and Engineering (acatech), and a Fellow of the IEEE.