QualiMaster

A configurable real-time data processing infrastructure mastering autonomous quality adaptation

 Coordinatore GOTTFRIED WILHELM LEIBNIZ UNIVERSITAET HANNOVER 

 Organization address address: Appelstrasse 4
city: Hannover

contact info
Titolo: Dr.
Nome: Claudia
Cognome: Niederee
Email: send email
Telefono: +49 511 762 17796
Fax: +49 511 762 17779

 Nazionalità Coordinatore Germany [DE]
 Totale costo 3˙745˙066 €
 EC contributo 2˙908˙000 €
 Programma FP7-ICT
Specific Programme "Cooperation": Information and communication technologies
 Code Call FP7-ICT-2013-11
 Funding Scheme CP
 Anno di inizio 2014
 Periodo (anno-mese-giorno) 2014-01-01   -   2016-12-31

 Partecipanti

# participant  country  role  EC contrib. [€] 
1    GOTTFRIED WILHELM LEIBNIZ UNIVERSITAET HANNOVER

 Organization address address: Appelstrasse 4
city: Hannover

contact info
Titolo: Dr.
Nome: Claudia
Cognome: Niederee
Email: send email
Telefono: +49 511 762 17796
Fax: +49 511 762 17779

DE (Hannover) coordinator 0.00
2    MAXELER TECHNOLOGIES LIMITED

 Organization address address: Down Place
city: London

contact info
Titolo: Mr.
Nome: Oliver
Cognome: Pell
Email: send email
Telefono: 442088000000

UK (London) participant 0.00
3    SPRING TECHNO GMBH & CO KG

 Organization address address: HERMANN KOHLSTRASSE
city: BREMEN

contact info
Titolo: Mr.
Nome: Holger
Cognome: Arndt
Email: send email
Telefono: +49 4219601440
Fax: +49 421 9601 150

DE (BREMEN) participant 0.00
4    STIFTUNG UNIVERSITAT HILDESHEIM

 Organization address address: MARIENBURGER PLATZ 22
city: HILDESHEIM

contact info
Titolo: Prof.
Nome: Klaus
Cognome: Schmid
Email: send email
Telefono: +49 5121883761
Fax: +49 5121 883 108

DE (HILDESHEIM) participant 0.00
5    TELECOMMUNICATION SYSTEMS INSTITUTE

 Organization address address: Technical University of Crete Campus - Kounoupidiana
city: CHANIA

contact info
Titolo: Prof.
Nome: Michael
Cognome: Paterakis
Email: send email
Telefono: +30 28210 37260
Fax: +30 28210 37573

EL (CHANIA) participant 0.00

Mappa


 Word cloud

Esplora la "nuvola delle parole (Word Cloud) per avere un'idea di massima del progetto.

social    financial    systematic    quality    stream    algorithms    data    pipelines    hardware    qualimaster    systemic    risk    domain    streams    performance    web   

 Obiettivo del progetto (Objective)

The growing number of fine-granular data streams opens up new opportunities for improved risk analysis, situation and evolution monitoring as well as event detection. However, there are still some major roadblocks for leveraging the full potential of data stream processing, as it would, for example, be needed the highly relevant systemic risk analysis in the financial domain.The QualiMaster project will address those road blocks by developing novel approaches for autonomously dealing with load and need changes in large-scale data stream processing, while opportunistically exploiting the available resources for increasing analysis depth whenever possible. For this purpose, the QualiMaster infrastructure will enable autonomous proactive, reflective and cross-pipeline adaptation, in addition to the more traditional reactive adaptation. Starting from configurable stream processing pipelines, adaptation will be based on quality-aware component description, pipelines optimization and the systematic exploitation of families of approximate algorithms with different quality/performance tradeoffs. However, adaptation will not be restricted to the software level alone: We will go a level further by investigating the systematic translation of stream processing algorithms into code for reconfigurable hardware and the synergistic exploitation of such hardware-based processing in adaptive high performance large-scale data processing. The project focuses on financial analysis based on combining financial data streams and social web data, especially for systemic risk analysis. Our user-driven approach involves two SMEs from the financial sector. Rigorous evaluation with real world data loads from the financial domain enriched with relevant social Web content will further stress the applicability of QualiMaster results.

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