June 28 - July 2, 2010
Le CENTRE DE CONGRÈS de CAEN
Caen, France
Special Session on
High Performance Parallel and Distributed Data Mining (HPPD-DM 2010)
CALL FOR PAPERS
As part of
The International Conference on High Performance Computing & Simulation (HPCS 2010)
http://cisedu.us/cis/hpcs/10/main/callForPapers.jsp
In conjunction with
The 6th International Wireless Communications and Mobile Computing Conference (IWCMC 2010)
Extended Full Paper Submission Deadline: February 28, 2010
SCOPE AND OBJECTIVES
The HPPD-DM special session focuses on the issues of high performance, distributed and
parallel computation in the process of knowledge discovery from large databases.
Theoretical advances, algorithm and systems, as well as application cases are welcome
contributions.
Over the years the definition of high performance computing evolved according to the
opportunities provided by new technologies and to the needs of the emerging industrial and
scientific applications. High performance computing research topics range from
traditional parallel and distributed algorithms, to modern multi-core CPU architectures,
streaming GPUs, cloud computing, etc. Nowadays, high performance computing is a
necessary support for the analysis of very large volumes of possibly distributed data,
such as those generated by scientific application or Web x.0 services.
The HPPD-DM
special session aims at presenting new and original contributions focusing on application
of high performance parallel and distributed data mining, including distributed, parallel,
P2P and data intensive algorithms and systems. We wish to invite papers tackling the
performance issues of data mining algorithm at all levels of the system architecture: I/O,
memory bottlenecks, processor-level parallelism as well as distributed parallel
computation.
Topics of interest include (but are not limited to) the following:
- Efficient, scalable, disk-based, parallel and distributed algorithms for
large-scale data mining and pre-processing and post-processing tasks
- Data mining exploiting multi-core CPUs or GPUs
- Grid-based and cluster-based data mining algorithms and systems
- Data mining on Clouds
- Distributed techniques for incremental, exploratory and interactive mining
- Distributed techniques for security, privacy preserving data mining
- Peer-to-Peer Data Mining
- High performance data stream mining and management
- Resource and location-aware mining algorithms
- Data mining in mobile environments
- Theoretical foundations for resource-aware mining in a mobile, streaming and/or
distributed environments
- Advances in data mining over multimedia data
- Parallel or distributed frameworks for stream management, KDD systems, and
parallel or distributed mining Applications of parallel and distributed data mining in
business, science, engineering, medicine, and other disciplines.
PAPER SUBMISSIONS
You are invited to submit original and unpublished research works on above and other
topics related to high performance parallel and distributed data mining. Submitted
papers must not have been published or simultaneously submitted elsewhere.
Submission should include a cover page with authors' names, affiliation addresses, fax
numbers, phone numbers, and email addresses. Please, indicate clearly the
corresponding author and include up to 6 keywords from the above list of topics and an
abstract of no more than 400 words. The full manuscript should be at most 8 pages
using the two-column IEEE format. Additional pages will be charged at additional
fee. Please include page numbers on all submissions to make it easier for reviewers
to provide helpful comments. Submit a PDF copy of your full manuscript at the following URL:
https://cmt.research.microsoft.com/HPPDDM2010.
Only PDF files will be accepted. Each paper will receive a minimum of three
reviews. Papers will be selected based on their originality, relevance, technical
clarity and presentation. Authors of accepted papers must guarantee that their
papers will be registered and presented at the special session. Accepted papers will
be published in the conference proceedings which will be available at the time of the
meeting.
IMPORTANT DATES
Paper Submissions: ------------------------------------------- February 28, 2010
Acceptance Notification: ------------------------------------- March 20, 2010
Camera Ready Papers and Registration Due: ----------- April 15, 2010
SPECIAL SESSION ORGANIZERS
Eugenio
Cesario
ICAR-CNR
Via P. Bucci 41/C
Rende, ITALY
Phone: +39 0984 831736
Fax: +39 0984 839054
Email: cesario@icar.cnr.it
Claudio Lucchese
ISTI-CNR
Via G. Moruzzi, 1
Pisa, ITALY
Phone: +39 050 3152468
Fax: +39 050 3152040
Email: lucchese@isti.cnr.it
International Program Committee:
All submitted papers will be reviewed by the technical program committee members
following similar criteria used in HPCS.
Program committee:
- Sadok Ben Yahia, Faculty of Sciences of Tunis, Tunisia
- Yun Chi, NEC Laboratories, USA
- Tarek Hamrouni, Faculty of Sciences of Tunis, Tunisia
- Neil Chue Hong, EPCC
- Alek Kolcz, Microsoft Live Labs, USA
- Fabian Moerchen, Siemens, USA
- Salvatore Orlando, University of Venice, Italy
- Raffaele Perego, CNR-ISTI, Italy
- Andrea Pietracaprina, University of Padova, Italy
- Guangzhi Qu, Oakland University, USA
- Domenico Talia, University of Calabria, Italy
- Alexandre Termier, Université Joseph Fourier, France
- Paolo Trunfio, University of Calabria, Italy
If you have any questions about paper submission or the special session, please contact
the special session organizers at the above addresses.
If you have any questions about conference paper submission, please contact Conference
Program Chair: Prof. Waleed W. Smari, University of Dayton, 300 College Park,
Dayton, OH 45469-0226, USA, Voice: (937) 681-0098, Fax: (937) 255-4511, Email:
smari@arys.org
. For information about the HPCS conference in general, please contact the General
Chairs or consult the conference web site at
http://cisedu.us/cis/hpcs/10/main/callForPapers.jsp
.