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Special Issue "The Second International Workshop on Parallel and
Distributed Data Mining"
A special issue of Algorithms (ISSN 1999-4893).
Deadline for manuscript submissions: 21 December 2018
http://www.mdpi.com/journal/algorithms/special_issues/Parallel_Distributed_Data_Mining
Special Issue Information
Dear Colleagues,
This Special Issue is devoted to the increasing interest in the
design and implementation of parallel and distributed data mining
algorithms. The Workshop on Parallel and Distributed Data Mining
(WPDM 2018) is an international forum that brings together
researchers and practitioners, working on different
high-performance aspects of data mining algorithms, enabling novel
applications. Indeed, datasets grow so rapidly that, every day,
exabytes of data are being generated, and, in order to extract and
infer useful knowledge, parallel processing techniques are
required to cope with this huge volume of data: Traditional
sequential software is not viable to cope with them. When the data
are generated in different places (such as wireless sensor
networks and/or Internet of things devices), they may be
geographically spread out, and the data cannot be sent to a
centralized site, thus, the need for distributed processing
algorithms arises. Topics relevant to this Special Issue cover the
scope of the WPDM 2018 Workshop
(
http://sara.unisalento.it/~cafaro/WPDM2018/):
- Parallel data mining algorithms using MPI and/or OpenMP
- Parallel data mining algorithms targeting GPUs and many-cores
accelerators
- Parallel data mining applications exploiting FPGA
- Distributed data mining algorithms
- Benchmarking and performance studies of high-performance data
mining applications
- Novel programming paradigms to support high-performance
computing for data mining
- Performance models for high-performance data mining applications
and middleware
- Programming models, tools, and environments for high-performance
computing in data mining
- Caching, streaming, pipelining, and other optimization
techniques for data management in high-performance computing for
data mining
Extended versions of papers presented at WPDM 2018 are sought, but
this call for papers is fully open to all those who wish to
contribute by submitting a relevant research manuscript.
Manuscript Submission Information
Manuscripts should be submitted online at
www.mdpi.com by
registering and logging in to this website. Once you are
registered, click here to go to the submission form. Manuscripts
can be submitted until the deadline. All papers will be
peer-reviewed. Accepted papers will be published continuously in
the journal (as soon as accepted) and will be listed together on
the special issue website. Research articles, review articles as
well as short communications are invited. For planned papers, a
title and short abstract (about 100 words) can be sent to the
Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously,
nor be under consideration for publication elsewhere (except
conference proceedings papers). All manuscripts are thoroughly
refereed through a single-blind peer-review process. A guide for
authors and other relevant information for submission of
manuscripts is available on the Instructions for Authors page.
Algorithms is an international peer-reviewed open access monthly
journal published by MDPI.
Please visit the Instructions for Authors page before submitting a
manuscript. The Article Processing Charge (APC) for publication in
this open access journal is 850 CHF (Swiss Francs). Submitted
papers should be well formatted and use good English. Authors may
use MDPI's English editing service prior to publication or during
author revisions.
Special Issue Editors
Guest Editor Assoc. Prof. Massimo Cafaro
Department of Engineering for Innovation, Via per Monteroni, 73100
Lecce, Italy
Euro-Mediterranean Centre on Climate Change, Foundation, Lecce,
Italy
Guest Editor Dr. Italo Epicoco
Department of Engineering for Innovation, Via per Monteroni, 73100
Lecce, Italy
Euro-Mediterranean Centre on Climate Change, Foundation, Lecce,
Italy
Guest Editor Dr. Marco Pulimeno
Department of Engineering for Innovation, Via per Monteroni, 73100
Lecce, Italy
Guest Editor Prof. Giovanni Aloisio
Department of Engineering for Innovation, Via per Monteroni, 73100
Lecce, Italy
Euro-Mediterranean Centre on Climate Change, Foundation, Lecce,
Italy
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Massimo Cafaro, Ph.D.
Associate Professor Dept. of Engineering for Innovation University
of Salento, Lecce, Italy Via per Monteroni 73100 Lecce, Italy
Voice/Fax +39 0832 297371 Web
http://sara.unisalento.it/~cafaro
E-mail
massimo.cafaro@unisalento.it
cafaro@ieee.org
cafaro@acm.org
CMCC Foundation
Euro-Mediterranean Center on Climate Change
Via Augusto Imperatore, 16 - 73100 Lecce
massimo.cafaro@cmcc.it
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