posted by user: witold_andrzejewski || 5109 views || tracked by 10 users: [display]

GID 2015 : ADBIS workshop on GPUs in Databases

FacebookTwitterLinkedInGoogle

Link: http://gid.us.to
 
When Sep 8, 2015 - Sep 8, 2015
Where Poitiers, France
Submission Deadline May 1, 2015
Notification Due Jun 1, 2015
Final Version Due Jun 10, 2015
Categories    GPGPU   databases   parallel programming   data mining
 

Call For Papers

GID 2015
ADBIS workshop on GPUs In Databases
September 8th, 2015, Poitiers, France

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 all 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. Following an additional round of reviews, the extended papers will appear in a special issue of Information System frontiers, Springer (Factor Impact = 0.761).

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.).

TIME TABLE
May 10th 2015 - Submissions of papers
June 1st 2015 - Notification of acceptance
June 10th 2015 - Camera ready papers
Sept. 8th 2015 - GID 2015 Workshop

ORGANISATION

Program Committee Chairs:
Witold Andrzejewski, Poznan University of Technology, Poland
Krzysztof Kaczmarski, Warsaw University of Technology, Poland
Tobias Lauer, Offenburg University of Applied Sciences, Germany

Program Committee Members:
Artur Gramacki, University of Zielona Góra, Poland
Bingsheng He, Nanyang Technological University, Singapore
Ming Ouyang, University of Massachusets, Boston, USA
Gunter Saake, University of Magdeburg, Germany
Peter Sestoft, IT University of Copenhagen, Denmark
Krzysztof Stencel, University of Warsaw, Poland
Jens Teubner, Technische Universitat Dortmund, Germany
Paweł Wojciechowski, Poznan University of Technology, Poland

Related Resources

ADBIS 2024   28th European Conference on Advances in Databases and Information Systems
ECAI 2024   27th European Conference on Artificial Intelligence
ECML-PKDD 2024   European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
ACM-Ei/Scopus-CCISS 2024   2024 International Conference on Computing, Information Science and System (CCISS 2024)
SESBC 2024   5th International Conference on Software Engineering, Security and Blockchain
AVC 2024   Advances in Vision Computing: An International Journal
AIM@EPIA 2024   Artificial Intelligence in Medicine
CVIV 2024   2024 6th International Conference on Advances in Computer Vision, Image and Virtualization (CVIV 2024) -EI Compendex
DKMP 2024   12th Conference on Data Mining & Knowledge Management Process
TIME 2024   The 31st International Symposium on Temporal Representation and Reasoning