Data Streams Track--The 25nd Annual ACM Symposium on Applied Computing, March 22 - 26, 2010

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Data Streams Track (http://www.liaad.up.pt/~jgama/SAC10/)

ACM Symposium on Applied Computing The 25nd Annual ACM Symposium on Applied Computing Lausanne, Switzerland, March 22 - 26, 2010. (http://www.acm.org/conferences/sac/sac2010/)


Call for Papers

The rapid development in information science and technology in general and in growth complexity and volume of data in particular has introduced new challenges for the research community. Many sources produce data continuously. Examples include sensor networks, wireless networks, radio frequency identification (RFID), customer click streams, telephone records, multimedia data, scientific data, sets of retail chain transactions, etc. These sources are called data streams. A data stream is an ordered sequence of instances that can be read only once or a small number of times using limited computing and storage capabilities. These sources of data are characterized by being open-ended, flowing at high-speed, and generated by non stationary distributions.


Topics of interest:

We are looking for original, unpublished work related to algorithms, methods and applications on data streams. Topics include (but are not restricted) to:

Data Stream Models

Data Stream Management Systems

Data Stream Query Languages

Continuous queries and Summarization from Data Streams

Sampling Data Streams

Single-Pass Algorithms

Scalable Algorithms

Change Detection Algorithms

Clustering on Data Streams

Classification and Regression on Data Streams

Association Rules on Data Streams

Feature Selection on Data Streams

Visualization Techniques for Data Streams

Evaluation of Data Streams Models

Data Stream applications S

Sensor Networks

Real-Time Applications


Important dates (strict):

Paper Submission: 8 September, 2009

Author Notification: 19 October, 2009

Camera-ready Copy: 2 November, 2009


Paper Submission Guidelines:

Papers should be submitted in PDF using the SAC 2010 conference management system: http://sac.cs.iupui.edu/SAC2010/. The paper should omit authors and affiliations. Author names and addresses must not appear in the body of the paper, self-reference must be in the third person, attribution to the author(s) must be in the form of "author", and bibliographical entries by the author(s) must also be in the form of "author". This is to facilitate blind review. Only the title should be shown at the first page without the author's information. Each submitted paper will be fully refereed and undergo a blind review process by at least three referees. The conference proceedings will be published by ACM. All accepted papers should be submitted in ACM 2-column camera ready format for publication in the symposium proceedings. The maximum number of pages allowed for the final papers is 5 pages (about 4000 words), with the option (at additional expense) to add up to three (3) more pages. There is a set of templates to support the required paper format for a number of document preparation systems at:

http://www.acm.org/sigs/pubs/proceed/template.html

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