Integrated Data Analysis Pipelines for Large-Scale Data Management, HPC, and Machine Learning

Project description

New systems for today’s data-driven applications

The infrastructure for data management is growing fast. For accurate predictions, modern data-driven applications leverage large, heterogeneous data collections to uncover interesting patterns. They also build robust machine-learning models for accurate predictions. As a result, new systems have been developed with traditional, high-performance computing and the architecture of underlying hardware clusters. There is also a trend toward complex data analysis pipelines that combine different systems. The EU-funded DAPHNE project will define an open and extensible systems infrastructure for integrated data analysis pipelines. It will build a reference implementation of language abstractions (APIs and a domain-specific language) and an intermediate representation, as well as compilation and runtime techniques.

Fields of science

• natural sciences › chemical sciences › analytical chemistry › quantitative analysis
• natural sciences › computer and information sciences › data science
• natural sciences › computer and information sciences › software
• social sciences › economics and business › economics › production economics › productivity
• natural sciences › computer and information sciences › artificial intelligence › machine learning

Keywords

• Machine Learning Systems
• Large-scale Data Management
• High Performance Computing

Programme(s)

• H2020-EU.2.1.1. - INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT) Main Programme

Topic(s)

• ICT-51-2020 - Big Data technologies and extreme-scale analytics

Call for proposal

H2020-ICT-2018-20

See other projects for this call

Sub call

H2020-ICT-2020-1

Funding Scheme

RIA - Research and Innovation action

Coordinator

KNOW-CENTER GMBH RESEARCH CENTER FOR DATA-DRIVEN BUSINESS & BIG DATA ANALYTICS

Net EU contribution

€ 737 732,50

Address

Sandgasse 36/4
8010 Graz
Austria

Region

Südösterreich › Steiermark › Graz

Activity type

Research Organisations

Links

Other funding

€ 0,00

Participants (13)

AVL LIST GMBH

Austria

Net EU contribution

€ 419 175,00

Address

Hans-list-platz 1
8020 Graz

Region

Südösterreich › Steiermark › Graz

Activity type

Private for-profit entities (excluding Higher or Secondary Education Establishments)

Links

Other funding

€ 0,00

DEUTSCHES ZENTRUM FUR LUFT - UND RAUMFAHRT EV

Germany

Net EU contribution

€ 849 830,00

Address

Linder Hohe
51147 Koln

Region

Nordrhein-Westfalen › Köln › Köln, Kreisfreie Stadt

Activity type

Research Organisations

Links

Other funding

€ 0,00

EIDGENOESSISCHE TECHNISCHE HOCHSCHULE ZUERICH

Switzerland

Net EU contribution

€ 448 032,50

Address

Raemistrasse 101
8092 Zuerich

Region

Schweiz/Suisse/Svizzera › Zürich › Zürich

Activity type

Higher or Secondary Education Establishments

Links

Other funding

€ 0,00

HASSO-PLATTNER-INSTITUT FUR DIGITAL ENGINEERING GGMBH

Germany

Net EU contribution

€ 458 750,00

Address

Prof Dr Helmert Strasse 2-3
14482 Potsdam

Region

Brandenburg › Brandenburg › Potsdam

Activity type

Research Organisations

Links

Other funding

€ 0,00

EREVNITIKO PANEPISTIMIAKO INSTITOUTO SYSTIMATON EPIKOINONION KAI YPOLOGISTON

Greece

Net EU contribution

€ 415 000,00

Address

Patision 42
106 82 Athina

Region

Αττική › Aττική › Κεντρικός Τομέας Αθηνών

Activity type

Research Organisations

Links

Other funding

€ 0,00

INFINEON TECHNOLOGIES AUSTRIA AG

Austria

Net EU contribution

€ 436 015,00

Address

Siemensstrasse 2
9500 Villach

Region

Südösterreich › Kärnten › Klagenfurt-Villach

Activity type

Private for-profit entities (excluding Higher or Secondary Education Establishments)

Links

Other funding

€ 0,00

INTEL TECHNOLOGY POLAND SPOLKA Z OGRANICZONA ODPOWIEDZIALNOSCIA

Poland

Net EU contribution

€ 271 375,00

Address

Ul Slowackiego 173
80 298 Gdansk

Region

Makroregion północny › Pomorskie › Trójmiejski

Activity type

Private for-profit entities (excluding Higher or Secondary Education Establishments)

Links

Other funding

€ 0,00

IT-UNIVERSITETET I KOBENHAVN

Denmark

Net EU contribution

€ 523 100,00

Address

Rued Langgaardsvej 7
2300 Kobenhavn

Region

Danmark › Hovedstaden › Byen København

Activity type

Higher or Secondary Education Establishments

Links

Other funding

€ 0,00

KAI KOMPETENZZENTRUM AUTOMOBIL - UND INDUSTRIEELEKTRONIK GMBH

Austria

Net EU contribution

€ 470 875,00

Address

Europastrasse 8
9524 Villach St Magdalen

Region

Südösterreich › Kärnten › Klagenfurt-Villach

Activity type

Private for-profit entities (excluding Higher or Secondary Education Establishments)

Links

Other funding

€ 0,00

TECHNISCHE UNIVERSITAET DRESDEN

Germany

Net EU contribution

€ 409 500,00

Address

Helmholtzstrasse 10
01069 Dresden

Region

Sachsen › Dresden › Dresden, Kreisfreie Stadt

Activity type

Higher or Secondary Education Establishments

Links

Other funding

€ 0,00

UNIVERZA V MARIBORU

Slovenia

Net EU contribution

€ 244 975,00

Address

Slomskov Trg 15
2000 Maribor

Region

Slovenija › Vzhodna Slovenija › Podravska

Activity type

Higher or Secondary Education Establishments

Links

Other funding

€ 0,00

UNIVERSITAT BASEL

Switzerland

Net EU contribution

€ 700 148,75

Address

Petersplatz 1
4051 Basel

Region

Schweiz/Suisse/Svizzera › Nordwestschweiz › Basel-Stadt

Activity type

Higher or Secondary Education Establishments

Links

Other funding

€ 0,00

TECHNISCHE UNIVERSITAT BERLIN

Germany

Net EU contribution

€ 225 156,25

Address

Strasse Des 17 Juni 135
10623 Berlin

Region

Berlin › Berlin › Berlin

Activity type

Higher or Secondary Education Establishments

Links

Other funding

€ 0,00