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SmartDataLake SIGNED

Sustainable Data Lakes for Extreme-Scale Analytics

Total Cost €

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EC-Contrib. €

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Partnership

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SmartDataLake project word cloud

Explore the words cloud of the SmartDataLake project. It provides you a very rough idea of what is the project "SmartDataLake" about.

ad relations discovering hidden spatial associations entities recommendation lake ranking types innovation analytics big optimizing domain elastic scalable coexist intelligence visual placement clustering planning business interactive efficient faster patterns scientist entity provides visualizations incremental functionalities data capitalize storage selecting multiple self heterogeneous prediction hoc adaptive exploration containing link similarity visually lakes world amounts reduce offers virtualization smartdatalake algorithms sources temporal unveiling update scenarios service fast times retained sustainable query modelled tuning search exploring tiers contents ecosystems empower portfolio extreme investment flexible pricing resolution abstracting decision diverse network models answering automated space approximate raw smes loop representative extraction synopses detection queries

Project "SmartDataLake" data sheet

The following table provides information about the project.

Coordinator	ATHINA-EREVNITIKO KENTRO KAINOTOMIAS STIS TECHNOLOGIES TIS PLIROFORIAS, TON EPIKOINONION KAI TIS GNOSIS Organization address address: ARTEMIDOS 6 KAI EPIDAVROU city: MAROUSSI postcode: 151 25 website: www.athena-innovation.gr contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.
Coordinator Country	Greece [EL]
Total cost	3˙945˙450 €
EC max contribution	3˙945˙450 € (100%)
Programme	1. H2020-EU.2.1.1. (INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT))
Code Call	H2020-ICT-2018-2
Funding Scheme	RIA
Starting year	2019
Duration (year-month-day)	from 2019-01-01 to 2021-12-31

Partnership

Take a look of project's partnership.

#	participants	country	role	EC contrib. [€]
1	ATHINA-EREVNITIKO KENTRO KAINOTOMIAS STIS TECHNOLOGIES TIS PLIROFORIAS, TON EPIKOINONION KAI TIS GNOSIS ATHINA-EREVNITIKO KENTRO KAINOTOMIAS STIS TECHNOLOGIES TIS PLIROFORIAS, TON EPIKOINONION KAI TIS GNOSIS Organization address address: ARTEMIDOS 6 KAI EPIDAVROU city: MAROUSSI postcode: 151 25 website: www.athena-innovation.gr contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	EL (MAROUSSI)	coordinator	853˙125.00
2	ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE Organization address address: BATIMENT CE 3316 STATION 1 city: LAUSANNE postcode: 1015 website: www.epfl.ch contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	CH (LAUSANNE)	participant	760˙000.00
3	TECHNISCHE UNIVERSITEIT EINDHOVEN TECHNISCHE UNIVERSITEIT EINDHOVEN Organization address address: GROENE LOPER 3 city: EINDHOVEN postcode: 5612 AE website: www.tue.nl/en contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	NL (EINDHOVEN)	participant	569˙637.00
4	UNIVERSITAT KONSTANZ UNIVERSITAT KONSTANZ Organization address address: UNIVERSITATSSTRASSE 10 city: KONSTANZ postcode: 78464 website: www.uni-konstanz.de/ contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (KONSTANZ)	participant	425˙000.00
5	RAW LABS SA RAW LABS SA Organization address address: EPFL INNOVATION PARK, BATIMENT 1 city: LAUSANNE postcode: 1015 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	CH (LAUSANNE)	participant	411˙750.00
6	SYNYO GmbH SYNYO GmbH Organization address address: Otto-Bauer-Gasse 5/14 city: WIEN postcode: 1060 website: www.synyo.com contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	AT (WIEN)	participant	322˙500.00
7	SPAZIODATI SRL SPAZIODATI SRL Organization address address: VIA ADRIANO OLIVETTI 13 city: TRENTO postcode: 38122 website: www.spaziodati.eu contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IT (TRENTO)	participant	302˙500.00
8	SPRING TECHNO GMBH & CO KG SPRING TECHNO GMBH & CO KG Organization address address: HERMANN KOHLSTRASSE 7 city: BREMEN postcode: 28199 website: www.springtechno.com contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (BREMEN)	participant	300˙937.00

Map

Project objective

Data lakes are raw data ecosystems, where large amounts of diverse data are retained and coexist. They facilitate self-service analytics for flexible, fast, ad hoc decision making. SmartDataLake enables extreme-scale analytics over sustainable big data lakes. It provides an adaptive, scalable and elastic data lake management system that offers: (a) data virtualization for abstracting and optimizing access and queries over heterogeneous data, (b) data synopses for approximate query answering and analytics to enable interactive response times, and (c) automated placement of data in different storage tiers based on data characteristics and access patterns to reduce costs. The data lake’s contents are modelled and organised as a heterogeneous information network, containing multiple types of entities and relations. Efficient and scalable algorithms are provided for: (a) similarity search and exploration for discovering relevant information, (b) entity resolution and ranking for identifying and selecting important and representative entities across sources, (c) link prediction and clustering for unveiling hidden associations and patterns among entities, and (d) change detection and incremental update of analysis results to enable faster analysis of new data. Finally, interactive and scalable visual analytics are provided to include and empower the data scientist in the knowledge extraction loop. This includes functionalities for: (a) visually exploring and tuning the space of features, models and parameters, and (b) enabling large-scale visualizations of spatial, temporal and network data. The results of the project are evaluated in real-world use cases from the business intelligence domain, including scenarios for portfolio recommendation, production planning and pricing, and investment decision making. SmartDataLake will foster innovation and enable European SMEs to capitalize on the value of their own data lakes.

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The information about "SMARTDATALAKE" are provided by the European Opendata Portal: CORDIS opendata.

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