posted by user: ChristosGeorgis || 673 views || tracked by 1 users: [display]

GRAND CHALLENGE 2017 : GRAND CHALLENGE – DEBS 2017

FacebookTwitterLinkedInGoogle

Link: https://project-hobbit.eu/challenges/debs-grand-challenge/
 
When Jun 19, 2017 - Jun 23, 2017
Where Barcelona Spain
Submission Deadline Apr 7, 2017
Final Version Due Mar 29, 2017
Categories    benchmariking   sementic web   big data
 

Call For Papers

Call for Papers: GRAND CHALLENGE – DEBS 2017
June 19 - 23, Barcelona Spain


The 2017 ACM DEBS Grand Challenge (https://project-hobbit.eu/challenges/debs-grand-challenge/) is the seventh in a series of challenges which seek to provide a common ground and uniform evaluation criteria for a competition aimed at both research and industrial event-based systems. The focus of the DEBS 2017 Grand Challenge is on the analysis of RDF streaming data generated by digital and analogue sensors embedded within manufacturing equipment.


This year’s Grand Challenge is co-organized by the HOBBIT project represented by AGT International within the 11th ACM International Conference on Distributed and Event-Based Systems (DEBS 2017, http://www.debs2017.org/). Both the data set and the automated evaluation platform are provided by the HOBBIT project.


Challenge Description

The 2017 DEBS Grand Challenge focuses on two scenarios that relate to the problem of automatic detection of anomalies for manufacturing equipment. The overall goal of both scenarios is to detect abnormal behavior of a manufacturing machine based on the observation of the stream of measurements provided by such a machine. Check more about our RDF steaming here https://docs.google.com/document/d/1O8TXLcqDHAPMmxZ8siYHLBVc6sfqslkVQKywNNILcy4/edit?usp=sharing . The data produced by each sensor is clustered and the state transitions between the observed clusters are modeled as a Markov chain. Based on this classification, anomalies are detected as sequences of transitions that happen with a probability lower than a given threshold. The difference between the first and the second scenario is that in the first scenario the number of machines to observe is fixed, while in the second scenarios new machines dynamically join and leave the set of observable machines. Read more details here: https://project-hobbit.eu/challenges/debs-grand-challenge/


Prize

Participants in the 2017 DEBS Grand Challenge will have the chance to win two prizes. The first prize is the “Grand Challenge Award” for the best performing, correct submission. The second prize is the “Grand Challenge Audience Award” – it is determined based on the audience feedback provided after the presentation of the Grand Challenge solutions during the DEBS 2017 conference.


Registration and Submission

Submission and registration procedure is documented here: https://github.com/hobbit-project/platform/wiki
The evaluation platform can be reached under following address: http://master.project-hobbit.eu:8080


Important Dates

April 7th, 2017: GC solutions due (submission system closes)
March 17th, 2017: Evaluation platform supports distributed performance tests
March 3rd, 2017: Evaluation platform supports single node performance tests
February 17th, 2017: Evaluation platform supports correctness tests
December 17th, 2016: Evaluation platform online (team registration open)
December 1st, 2016: Problem description (incl. sample data) online



Organizers

Vincenzo Gulisano – Chalmers University of Technology
Roman Katerinenko – AGT Group GmbH
Zbigniew Jerzak – SAP SE
Martin Strohbach – AGT Group GmbH
Holger Ziekow – Hochschule Furtwangen

Related Resources

AI Healthcare Workshop 2018   EPSRC Cyclops Healthcare Network: 2nd Grand Challenge Workshop
ICDM 2018   18th Industrial Conference on Data Mining ICDM 2018
IEEE - ICBDA 2018   2018 IEEE 3rd International Conference on Big Data Analysis (ICBDA 2018)--IEEE Xplore and Ei Compendex
ICCS - IEEE 2017   The UND-SCIEI International Conference on Cyber-Security in Aerospace, Computer Science, and Electrical Engineering (ICCS 2017)--IEEE, Ei Compendex and Scopus
BDIOT - ACM 2017   ACM - 2017 International Conference on Big Data and Internet of Things (BDIOT2017)--Ei Compendex, Scopus and ISI
OKE Open Challenge 2017   Open Knowledge Extraction (OKE) Open Challenge 2017-2018
PDP 2018   The 26th Euromicro International Conference on Parallel, Distributed and Network-Based Processing
IEEE - ICCS 2017   The UND-SCIEI International Conference on Cyber-Security in Aerospace, Computer Science, and Electrical Engineering (ICCS 2017)--IEEE, Ei Compendex and Scopus
IoTBDS 2018   3rd International Conference on Internet of Things, Big Data and Security
LICER 2017   LABUAN INTERNATIONAL CONFERENCE IN EDUCATIONAL RESEARCH