2nd Workshop on Approximate
Computing
In conjunction with HiPEAC 2016
In conjunction with HiPEAC 2016
January
20, 2016, Prague
http://wapco.inf.uth.gr/
New submission deadline is November 27th, 2015
New submission deadline is November 27th, 2015
Workshop
Description
Research
in the last few years has focused on approximate computing as a
means to overcome the energy scaling barrier of computer
systems. Such savings can be achieved by utilizing the inherent
error resilience of algorithms in many application domains such
as signal processing, multimedia, data analytics and
computational engineering, among others. Indeed, fully accurate
arithmetic in specific phases of a computation in those
applications may have only a marginal effect on output quality,
especially if combined with error correction frameworks such as
iterative refinement. Thus, accurate execution may be traded off
with lower energy consumption by providing the ability to scale
supply voltage below nominal values or to use lower precision
arithmetic (i.e. 8 or 16 bit), thus, trading off low energy with
quality of output results.
Rather
than focusing on a single layer, designing such systems in a
general-purpose computing environment requires a holistic view
of all layers from algorithms, programming models, system
software, and hardware down to the transistor level. This
half-day workshop is an inter-disciplinary effort to bring
together researchers from the areas of mathematics, computer
science, computer and electrical engineering to discuss
challenges, risks and opportunities of approximate computing in
all design layers.
Papers will not be published in proceedings, so
submitting to WAPCO will not preclude future publication
opportunities. We are soliciting original papers on
topics that include but are not limited to the following:
· Formal and mathematical
methods for approximate computing
· Programming languages and models for approximate
computing
· Compiler and system software
support for approximate computing
· Hardware support for
approximate computing
· Hardware-software interaction
for approximate computing
· Applications that can benefit
from approximate computing
· Simulation and modeling
techniques for approximate computing
· Position papers on the
potential and limitations of approximate computing
Important
Dates
Submission deadline:
|
November 27, 2015
|
Notification of decision:
|
December 18, 2015
|
Organizers
Nikolaos
Bellas
|
University
of Thessaly and CERTH, Greece
|
Dimitrios
Nikolopoulos
|
Queen’s
University Belfast, UK
|
Andy Burg
|
EPFL,
Switzerland
|
Uwe Naumann
|
RWTH-Aachen,
Germany
|
Peter
Debacker
|
IMEC,
Belgium
|
Frederick
Vivien
|
INRIA,
France
|
Georgios
Karakonstantis
|
EPFL,
Switzerland and QUB, UK
|
Christos
Antonopoulos
|
University
of Thessaly and CERTH, Greece
|
Spyros Lalis
|
University
of Thessaly and CERTH, Greece
|
Costas Bekas
|
IBM Research
– Zurich
|
Vincent
Heuveline
|
University
of Heidelberg, Germany
|
Thomas
Ludwig
|
University
of Hamburg and DKRZ
|
Enrique
Quintana – Orti
|
Universitat
Jaume I de Castellon, Spain
|
Dimitris
Gizopoulos
|
University
of Athens, Greece
|
Pedro
Trancoso
|
University
of Cyprus
|
Stefano Di Carlo
|
Politecnico di Torino
|
Giorgio Di Natale,
|
CNRS, Montpellier
|
Antonio Gonzalez
|
UPC, Barcelona
|
Ramon Canal
|
UPC, Barcelona
|
Sek Chai
|
SRI, International, USA
|
Lukas Sekanina
|
Brno University of Technology, Czech
Rep.
|
-- Nikolaos Bellas Associate Professor ECE Department University of Thessaly Greece http://inf-server.inf.uth.gr/~nbellas
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