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ADBIS Special session on Big Data: New Trends and Applications

 

ADBIS Special session on Big Data: New Trends and Applications
(BiDaTA 2013)
Sept. 1st 2013, Genoa, Italy
website: http://dbdmg.polito.it/bidata2013/

In conjunction with the 17th East-European Conference on Advances in
Databases and Information Systems (ADBIS 2013)
September 1-4, 2013, Genoa, Italy

*** PLEASE NOTE DEADLINE EXTENSION TO MAY 10th, 2013 ***

SESSION OVERVIEW

Large volumes of data (Big Data) are being produced by various modern applications at an ever increasing rate. These applications range from wireless sensors networks (e.g., climate/weather monitoring, intelligent mobility, water metering) to social networks and e-commerce applications. Innovative data models, algorithms, and architectures have to be designed to deal with the Big Data four V-dimensions, namely Volume, Velocity, Variety, and Veracity. These new paradigms of software and hardware design should efficiently store, manage, and analyze such huge data volumes, providing the necessary scalability and flexibility for novel big data analytics applications. These challenges have been attracting great attention from both academia and industry.
This session will provide a forum for researchers, professionals, and practitioners in the industry sectors to discuss the research issues and share new ideas and techniques for big data management and analysis/analytics. We welcome research papers, application papers, and papers on experience reports on various aspects of big data.

TOPICS OF INTEREST

Topics of interest for this session include but are not limited to the following:

– Big Data models, algorithms, and architectures
– Programming techniques for Big Data processing
– Cloud computing techniques for Big Data
– Big Data management
– Big Data integrity and privacy
– Big Data search and mining
– Big Data analytics and visualization
– Research challenges on Big Data management and analytics
– Big Data applications
– Case studies on Big Data management and analytics
– Experiences with Big Data project development and deployment

IMPORTANT DATES

Submission Deadline: May 10th 2013 <– NEW DEADLINE
Acceptance Notification: June 1st 2013
Camera-Ready Submission: June 7th 2013

SUBMISSION INSTRUCTIONS

Submissions should present original results and substantial new work not currently under review or published elsewhere. This session accepts:

– Research papers (up to 10 pages) including novel approaches to deal with big data issues.
– Application papers (up to 5 pages) describing applications on big data issues.
– Industrial papers (up to 5 pages) describing experiences in the industry sectors.

Papers must comply with the AISC formatting guidelines (instructions for authors are available at http://www.springer.com/series/11156). Papers should be submitted in PDF format using the online submission system (https://www.easychair.org/conferences/?conf=adbis2013), selecting “Special Session on Big Data: New Trends and Applications”.

PUBLICATION

Session papers will be published by Springer-Verlag in the AISC series (Advances in Intelligent Systems and Computing).

Extended versions of the best session papers will be published after the conference in LNCS Journal Transactions on Large-Scale Data and knowledge-Centered Systems, Springer (http://tldks.faw.at/about/) which is indexed by DBLP and Scopus.

SESSION CO-CHAIRS

Tania Cerquitelli (Politecnico di Torino, Italy)
Silvia Chiusano (Politecnico di Torino, Italy)
Mirko Kämpf (Cloudera, Inc., US)

PROGRAM COMMITTEE
Alexander Borusan (TU Berlin, Germany)
Andreas Both (Unister GmbH, Germany)
Michelangelo Ceci (University of Bari, Italy)
Byung-Gon Chun (Microsoft, US)
Paolo Garza (Politecnico di Torino, Italy)
Ziyang Liu (NEC Laboratories America)
Stefano Paraboschi (University of Bergamo, Italy)
Domenico Saccà (University of Calabria, Italy)
Claudio Sartori (University of Bologna, Italy)
Marco Luca Sbodio (IBM Research, Ireland)
Rusty Sears (Microsoft, US)
Andrea Tagarelli (University of Calabria, Italy)
Riccardo Torlone (Università Roma Tre, Italy)
Filip Zavoral (Charles U

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Example performance comparison table:

KDB/Q

 

Files processed, 2012

File/Package

R

Rcpp

KDB/Q

 

Single file

 

 

USDJPY

110

103

+7

USDNZD

223

214

+9

USDEUR

197

120

+77

AUDEUR

134

121

+13

AUDCHF

202

210

-8

 

Composite files

 

 

AUDJPY

24

20

+4

AUDJPY (   6-month )

43

53

-10

USDGBP ( 12-month )

3

11

-8

Total

998

908

90