ADBIS workshop on GPUs In Databases GID 2013
September 1st, 2013, Genoa, Italy
AIMS AND SCOPE
High performance of modern Graphics Processing Units may be utilized not
only for graphics related application but also for general computing.
This computing power has been utilized in new variants of many
algorithms from almost every computer science domain. Unfortunately,
while other application domains strongly benefit from utilizing the
GPUs, databases related applications seem not to get enough attention.
The main goal of GPUs in Databases workshop is to fill this gap. This
event is devoted to sharing the knowledge related to applying GPUs in
Database environments and to discuss possible future development of this
application domain.
TOPICS
List of topics of the GID workshop includes (but is not limited to):
1. Data compression on GPUs
* lossless/lossy compression and decompression
* real time compression and decompression of multimedia
2. GPUs in databases and data warehouses
* join processing
* data indexing
* data aggregation
* bulk query processing
* analytical query processing
3. Data mining using GPUs
* classification
* frequent itemsets and association rules
* frequent subgraphs
* sequential patterns
* clustering
* social networks mining
* regression
4. Stream processing
* query processing in streaming databases
* stream compression/decompression
5. Applications of GPUs in bioinformatics
6. Data oriented GPU primitives
* sorting
* searching
* parallel insertion anddata structure modification
SUBMISSION
A volume with workshop papers will be published by Springer in the
Advances in Intelligent Systems and Computing series
(http://www.springer.com/series/11156), for distribution among workshop
participants during the workshop. Camera-ready papers are to be prepared
in LaTeX (detailed instructions will be provided).
The authors of the best workshop papers will be invited to prepare
extended versions of their papers after the workshop. The extended
papers will appear in the LNCS TLDKS Journal (Transactions on Large
Scale Data and Knowledge-Centered Systems), which is indexed by DBLP and
Scopus (http://tldks.faw.at).
Publication of selected papers in the journal will be subject to the
second round of reviews (to verify if the paper satisfies the journal
requirements, including 30% of new content compared to the version from
the AISC proceedings). In order to qualify for the journal, the paper
will have to be presented at the workshop by one of its authors.
Papers will be refereed and accepted on the basis of their scientific
merit and relevance to the workshop. Each paper will be reviewed by at
least two Program Committee members. Duplicate submissions are not
allowed, i.e. submitted papers must not overlap substantially with any
other papers of the same author(s) submitted elsewhere (i.e. journal,
conference, workshop etc.).
Workshop papers must not exceed 10 pages in the AISC format and must
comply with the AISC formatting guidelines available at
http://www.springer.com/series/11156 (the link to "Instructions for
Authors" is at the right hand side). All papers (in PDF file format)
should be submitted electronically via EasyChair Conference Management
System. For details please refer to submission instruction page.
TIME TABLE
May 1st 2013 - Submissions of papers
June 1st 2013 - Notification of acceptance
June 7th 2013 - Camera ready papers
Sept. 1st 2013 - GID 2013 Workshop
ORGANISATION
Program Committee Chairs:
Witold Andrzejewski, Poznan University of Technology, Poland
Krzysztof Kaczmarski, Warsaw University of Technology, Poland
Tobias Lauer, Jedox AG, Germany
Program Committee Members:
Amitava Datta, University of Western Australia, Commonwealth of Australia
Bingsheng He, Nanyang Technological University, Singapore
Ming Ouyang, University of Louisville, USA
John D. Owens, University of California, Davis, USA
Krzysztof Stencel, Warsaw University of Technology, Poland
Pawel Wojciechowski, Poznan University of Technology, Poland
WEB PAGE
http://gid.us.to
CONTACT
gid@cs.put.poznan.pl
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