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RECIPE SIGNED

REliable power and time-ConstraInts-aware Predictive management of heterogeneous Exascale systems

Total Cost €

EC-Contrib. €

Partnership

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RECIPE project word cloud

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

hpc watt magnitude data cerict recipe provides ibts models epfl 20 disaggregate facilities deeply grow 25 methodology chuv decreasing industry timing performance thermal polimi interact 15 resource enormous hierarchical infrastructure reasonable centers handle goals layers relies evolution manager domains transient efficiency underlying critical qos architecture hospital supercomputing exascale biomedical bsc faulty few machine sme runtime heterogeneous issue exploration heterogeneity gap upv enforcing mean integration world time cases guarantees avenues power improvement meteorology close computation reliability middleware quantitative deep learning oriented analytics mttf academic predictive psnc complexity geophysical energy variety optimizing executions failures throughput budgets hardware ranging proactive delay

Project "RECIPE" data sheet

The following table provides information about the project.

Coordinator	POLITECNICO DI MILANO Organization address address: PIAZZA LEONARDO DA VINCI 32 city: MILANO postcode: 20133 website: www.polimi.it 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	Italy [IT]
Total cost	3˙290˙800 €
EC max contribution	3˙285˙300 € (100%)
Programme	1. H2020-EU.1.2.2. (FET Proactive)
Code Call	H2020-FETHPC-2017
Funding Scheme	RIA
Starting year	2018
Duration (year-month-day)	from 2018-05-01 to 2021-04-30

Partnership

Take a look of project's partnership.

#	participants	country	role	EC contrib. [€]
1	POLITECNICO DI MILANO POLITECNICO DI MILANO Organization address address: PIAZZA LEONARDO DA VINCI 32 city: MILANO postcode: 20133 website: www.polimi.it contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IT (MILANO)	coordinator	705˙000.00
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	465˙250.00
3	UNIVERSITAT POLITECNICA DE VALENCIA UNIVERSITAT POLITECNICA DE VALENCIA Organization address address: CAMINO DE VERA SN EDIFICIO 3A city: VALENCIA postcode: 46022 website: www.upv.es contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	ES (VALENCIA)	participant	437˙000.00
4	BARCELONA SUPERCOMPUTING CENTER - CENTRO NACIONAL DE SUPERCOMPUTACION BARCELONA SUPERCOMPUTING CENTER - CENTRO NACIONAL DE SUPERCOMPUTACION Organization address address: Calle Jordi Girona 31 city: BARCELONA postcode: 8034 website: www.bsc.es contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	ES (BARCELONA)	participant	410˙500.00
5	INSTYTUT CHEMII BIOORGANICZNEJ POLSKIEJ AKADEMII NAUK INSTYTUT CHEMII BIOORGANICZNEJ POLSKIEJ AKADEMII NAUK Organization address address: NOSKOWSKIEGO 12-14 city: POZNAN postcode: 61 704 website: www.man.poznan.pl contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	PL (POZNAN)	participant	397˙250.00
6	Centro Regionale Information Communication Technology scrl Centro Regionale Information Communication Technology scrl Organization address address: Viale Traiano Palazzo ex Poste Snc city: Benevento postcode: 82100 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.	IT (Benevento)	participant	395˙500.00
7	INTELLIGENCE BEHIND THINGS SOLUTIONS SRL INTELLIGENCE BEHIND THINGS SOLUTIONS SRL Organization address address: VIALE LOMBARDIA 217 city: MONZA postcode: 20900 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.	IT (MONZA)	participant	290˙500.00
8	CENTRE HOSPITALIER UNIVERSITAIRE VAUDOIS CENTRE HOSPITALIER UNIVERSITAIRE VAUDOIS Organization address address: RUE DU BUGNON 21 city: LAUSANNE postcode: 1011 website: www.chuv.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	184˙300.00

Map

Project objective

The current HPC facilities will need to grow by an order of magnitude in the next few years to reach the Exascale range. The dedicated middleware needed to manage the enormous complexity of future HPC centers, where deep heterogeneity is needed to handle the wide variety of applications within reasonable power budgets, will be one of the most critical aspects in the evolution of HPC infrastructure towards Exascale. This middleware will need to address the critical issue of reliability in face of the increasing number of resources, and therefore decreasing mean time between failures. To close this gap, RECIPE provides: a hierarchical runtime resource management infrastructure optimizing energy efficiency and ensuring reliability for both time-critical and throughput-oriented computation; a predictive reliability methodology to support the enforcing of QoS guarantees in face of both transient and long-term hardware failures, including thermal, timing and reliability models; and a set of integration layers allowing the resource manager to interact with both the application and the underlying deeply heterogeneous architecture, addressing them in a disaggregate way. Quantitative goals for RECIPE include: 25% increase in energy efficiency (performance/watt) with an 15% MTTF improvement due to proactive thermal management; energy-delay product improved up to 25%; 20% reduction of faulty executions. The project will assess its results against the following set of real world use cases, addressing key application domains ranging from well established HPC applications such as geophysical exploration and meteorology, to emerging application domains such as biomedical machine learning and data analytics. To this end, RECIPE relies on a consortium composed of four leading academic partners (POLIMI,UPV,EPFL,CeRICT); two supercomputing centers, BSC and PSNC; a research hospital, CHUV, and an SME, IBTS, which provide effective exploitation avenues through industry-based use cases

Publications

List of publications.
year	authors and title	journal	last update
2019	Federico Reghenzani, Giuseppe Massari, William Fornaciari The Misconception of Exponential Tail Upper-Bounding in Probabilistic Real-Time published pages: 1-1, ISSN: 1943-0663, DOI: 10.1109/les.2018.2889114	IEEE Embedded Systems Letters	2020-01-27

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