ANTAREX. AutoTuning and Adaptivity approach for Energy efficient exascale HPC systems. Type of action: H2020: Research & Innovation Actions (RIA)
|
|
- Stephen Chase
- 8 years ago
- Views:
Transcription
1 ANTAREX AutoTuning and Adaptivity approach for Energy efficient exascale HPC systems Call: H2020-FET-HPC Type of action: H2020: Research & Innovation Actions (RIA) Topics: Subtopic Project Coordinator HPC Core Technologies, Programming Environments and Algorithms for Extreme Parallelism and Extreme Data Applications b) Programming methodologies, environments, languages and tools Politecnico di Milano EC Contribution 3, 115, 251 euro Project start: September 1st, 2015 (duration 3 years) Kick-off meeting held at CINECA (Italy) 1
2 Target Scenario To reach the DARPA s target of 20MW of Exascale supercomputers projected to 2020, current supercomputers must achieve an energy efficiency quantum leap, pushing towards a goal of 50 GFlops/W. Heterogeneous systems currently dominate the top of the Green500 list and this dominance is expected to be a trend for the next coming years to reach the target of 20MW Exascale supercomputers. Energy-efficient heterogeneous supercomputers need to be coupled with a radically new software stack capable of exploiting the benefits offered by heterogeneity at all the different levels (supercomputer, job, node) to meet the scalability and energy efficiency required by the Exascale era. 2 H ANTAREX Project
3 Target Scenario To reach the DARPA s target of 20MW of Exascale supercomputers projected to 2020, current supercomputers must achieve an energy efficiency quantum leap, pushing towards a goal of 50 GFlops/W. The main goal of the ANTAREX project is to provide a breakthrough approach to express by a Domain Specific Language Heterogeneous systems currently dominate the top of the Green500 list and this dominance is expected to be a trend for the next coming years to reach the application the target of 20MW self-adaptivity Exascale supercomputers. and to runtime manage and autotune applications for green and heterogeneous High Performance Computing (HPC) systems up to the Exascale level. To fulfil this target, energy-efficient heterogeneous supercomputers need to be coupled with a radically new software stack capable of exploiting the benefits offered by heterogeneity at all the different levels (supercomputer, job, node) to meet the scalability and energy efficiency required by the Exascale era. 3 H ANTAREX Project
4 ANTAREX Main Objectives 1. Dynamic self-monitoring and self-adaptivity or «autotuning» HPC applications with respect to changing workloads, operating conditions and computing resources. 2. Programming models and languages to express self-adaptivity and extra-functional properties. Introducing a separation of concerns between extra-funxtional strategies (self-adaptivity, parallelisation, energy/thermal management) and application functionality by the design of a new aspect-oriented Domain Specific Language. 3. Exploiting heterogeneous computing resources in Green HPC platforms by runtime resource and power management 4 H ANTAREX Project
5 The ANTAREX Approach Introducing a new DSL (as and extension of the LARA language) for expressing adaptivity and autotuning strategies. Enabling performance/energy control loops by introducing software knobs (application parameters, code transformations and code variants) to be tuned w.r.t. the execution environment. Monitoring the evolution of the supercomputer as well as the application status to provide feed-back to the ANTAREX energy/performance-aware software stack. Runtime adaptive resource allocation and power management (job dispatching, task scheduling, dynamic voltage/frequency scaling and cooling control). 5 H ANTAREX Project
6 Progress beyond state-of-the-art 6 H ANTAREX Project
7 Two HPC application scenarios 1) A biopharmaceutical HPC application for accelerating drug discovery provided by Dompé and to be deployed on the 1.2 PetaFlops heterogeneous NeXtScale Tier-1 Intel-based IBM system at CINECA 2) A self-adaptive navigation system provided by SYGIC to be used in smart cities and deployed on the server-side on an heterogeneous Intel-based PetaFlops class system given by IT4Innovations Supercomputing Center. HPC 7 H ANTAREX Project
8 ANTAREX in SRA of ETP4HPC 8 H ANTAREX Project
9 ANTAREX relation to the work programme H2020-FETHPC Topic: HPC Core Technologies, Programming Environments and Algorithms for Extreme Parallelism and Extreme Data Applications Specific challenge: The challenge is to achieve, by 2020, the full range of technological capabilities needed for delivering a broad spectrum of extreme scale HPC systems. The designs of these systems need to respond to critical demands of energy efficiency, new delivery models, as well as to the requirements of new types of applications, including extreme-data applications. ANTAREX Contribution ANTAREX focuses on a holistic approach to support heterogeneous HPC systems aiming at executing variable workloads within tight energy budgets. To this end, ANTAREX employs runtime self-adaptability as a key technique for enabling HPC systems to adjust their behaviour to changes in the workload or operating conditions resulting from temporal evolution, or inaccuracy in static performance prediction and variability of computing resources, thus enabling close to optimal operation in the face of such changing conditions. 9 H ANTAREX Project
10 ANTAREX relation to the work programme Subtopic a) HPC core technologies and architectures, addressing one or more of the HPC core technologies (processors, memory, interconnect and storage) and their optimal integration into extreme scale HPC systems, platforms and prototypes. Subtopic c) APIs and system software for future extreme scale systems: new APIs and the corresponding efficient, flexible and scalable exascale system software for managing extreme scale systems, taking into account extreme parallelism, extreme data, energy consumption and resilience. 10 H ANTAREX Project ANTAREX covers only partially subtopic (a), since its primary focus is on developing a holistic software stack for enabling applications to exploit the architectural heterogeneity to realize the potential energy-saving and performance gain of next-generation exascale systems and meet the expected 20 MW power envelope in ANTAREX covers only partially subtopic (c). Within the holistic approach to the supercomputing software stack, the aspects of energy management, parallelism, heterogeneity, and resource management are addressed. The nature of the DSL is such that individual methodologies for energy management, resource management, and so on will be encoded as APIs directly accessible from the DSL.
11 ANTAREX relation to the work programme Subtopic b) Programming methodologies, environments, languages and tools: development of new programming models, domain-specific languages, programming paradigms, visualisation and dataanalysis tools to facilitate the effective exploitation of the full system capabilities (including energy management) of the emerging large- and extreme scale systems, in particular for extreme parallelism and extreme data applications. The primary contribution of the ANTAREX project is aimed towards covering the subtopic (b) of the call. The main technical goal of the project is the definition of a disruptive holistic approach spanning all the decision layers composing the supercomputer software stack and exploiting effectively the full system capabilities (including heterogeneity and energy management). ANTAREX introduces a new domain specific language to support the development of selfadaptive HPC applications. The goal is to support the parallelism, scalability and adaptability of a dynamic workload by exploiting the full system capabilities (including energy management) for emerging large-scale and extreme-scale systems, while reducing the Total Cost of Ownership (TCO) for companies and public organizations. 11 H ANTAREX Project
12 The New Research Partecipant Portal 12 H ANTAREX Project
13 The New Research Partecipant Portal Semplificazione del processo di assembly del proposal: Migliore gestione dei contatti tra i partners, della documentazione necessaria (TA, Partners roles, etc.) e del workflow di preparazione. Miglioramento della fase di negoziazione: Singolo punto di accesso per tutta la documentazione in revisione (sia tecnica che amministrativa) dopo l approvazione del progetto. Centralizzazione dei risultati di progetto: Singolo punto di accesso per tutta la documentazione durante la realizzazione del progetto (deliverables, eventuali project amendments, etc.) H ANTAREX Project
14 Cosa c è di nuovo? Proposal in H2020 Almeno dal nostro punto di vista di proponenti Una serie di miglioramenti e semplificazioni che aiutano i ricercatori nella stesura di un proposal 14 H ANTAREX Project
15 Proposal in H2020 Preparazione semplificata Il limite massimo di 70 pagine per il TA «aiuta» a focalizzare gli Obiettivi Realizzativi del progetto e i template di riferimento a «rimanere» nei temi specifici per la call. Semplificazione dei costi Diversamente che in FP7 ora i partner industriali sono equiparati a quelli di ricerca con un refund che passa dal 75 al 100% e per tutti si potranno avere overheads fino al massimo del 125%. 15 H ANTAREX Project
16 Proposal in H2020 Semplificazione della negoziazione A progetto approvato, non c è più una negoziazione economica ma un processo di revisione tecnica e dove necessario, di requisiti etici. Ad es., nel nostro caso ci è stato richiesto di: Spostare dove possibile i deriverables programmati su base annuale rispetto al NUOVO schema con review a 18/36 mesi. VIT: solo due review invece di tre! Verifica della privacy nel caso dello UC2 dove possono entrare in gioco i dati utente sulla app di Sygic. 16 H ANTAREX Project
17 Proposal in H2020 Semplificazione della negoziazione Comunque la parte di revisione tecnicoscientifica richiesta dai valutatori ha sempre un ruolo importante ma rispetto al FP7 è centrale nella nuova fase di negoziazione. Vediamo brevemente alcuni esempi dal nostro progetto ANTAREX 17 H ANTAREX Project
18 Revisione proposal ANTAREX in H2020 Changes added to explicitly address the comments of the evaluators: 1) Excellence Part: However, the coherence of the objectives was not fully convincingly elaborated Sentence added on page 5. However, the presentation of the DSL-based strategies and templates are not very concrete. Appendix 1 on DSL concrete examples has been added and cited on page 9 The end user requirements are not considered sufficiently. Sentence added on page H ANTAREX Project
19 Revisione proposal ANTAREX in H2020 Changes added to explicitly address the comments of the evaluators: 2) Impact Part: However the potential is not sufficiently demonstrated. Figure and text added on page 34 and 35 The go-to-market strategy of the industrial partners innovations has been poorly addressed. Paragraph added on page 39 3) Implementation Part: However the risk assessment is incomplete. Handling of technical and organizational risks it not fully convincingly addressed. Business and commercial risks are only vaguely considered. Risk Table a modified on page 67/68 19 H ANTAREX Project
20 ANTAREX AutoTuning and Adaptivity approach for Energy efficient exascale HPC systems Cristina Silvano ANTAREX Project Coordinator Politecnico di Milano Nico Sanna ANTAREX WP4 UC1 leader CINECA 20 H ANTAREX Project
Evoluzione dell Infrastruttura di Calcolo e Data Analytics per la ricerca
Evoluzione dell Infrastruttura di Calcolo e Data Analytics per la ricerca Carlo Cavazzoni CINECA Supercomputing Application & Innovation www.cineca.it 21 Aprile 2015 FERMI Name: Fermi Architecture: BlueGene/Q
More information«Software Open Source come fattore abilitante dei Progetti per le Smart Cities»
«Software Open Source come fattore abilitante dei Progetti per le Smart Cities» Le esperienze nell Electronic Ticketing, nel Wireless Sensor Networks, nei Telematic Services & Location Based Systems Enrico
More informationICT PSP: regole e consigli per la partecipazione
ICT PSP: regole e consigli per la partecipazione Iacopo De Angelis NCP ICT PSP APRE APRE Chi è Centro di ricerca no-profit, creato nel 1990 con il patrocinio del Ministero della Ricerca e della Commissione
More informationManaging Adaptability in Heterogeneous Architectures through Performance Monitoring and Prediction
Managing Adaptability in Heterogeneous Architectures through Performance Monitoring and Prediction Cristina Silvano cristina.silvano@polimi.it Politecnico di Milano HiPEAC CSW Athens 2014 Motivations System
More informationThe New Luxury World: l identità digitale nel lusso fa la differenza
The New Luxury World: l identità digitale nel lusso fa la differenza Massimo Fubini Founder & CEO di ContactLab 7 Luxury Summit, Il Sole 24ORE, 10 giugno 2015 It may not be modified, organized or reutilized
More informationNuovi domini di primo livello - Registra nuove estensioni con FabsWeb_HOST
Oltre 700 nuove estensioni per domini personalizzati Il conto alla rovescia è terminato! Finalmente più di 700 nuove estensioni di dominio gtld stanno per arrivare sul mercato e sono destinate a rivoluzionare
More informationThe New Luxury World: l identità digitale nel lusso fa la differenza
The New Luxury World: l identità digitale nel lusso fa la differenza Massimo Fubini Founder & CEO di ContactLab 7 Luxury Summit, Il Sole 24ORE, 10 giugno 2015 It may not be modified, organized or reutilized
More informationProgrammable Graphics Hardware
Programmable Graphics Hardware Alessandro Martinelli alessandro.martinelli@unipv.it 6 November 2011 Rendering Pipeline (6): Programmable Graphics Hardware Rendering Architecture First Rendering Pipeline
More informationC.S.E. Nodi Tipici Parametrizzati al 15-4-2015. 14/04/2015 Copyright (c) 2015 - Castalia srl
C.S.E. Nodi Tipici Parametrizzati al 15-4-2015 14/04/2015 Copyright (c) 2015 - Castalia srl 1 Avvertenze (1) Ci sono tre sezioni in questo documento: 1. Nodi in tutte le versioni (background azzurro):
More informationCorso: Mastering Microsoft Project 2010 Codice PCSNET: MSPJ-11 Cod. Vendor: 50413 Durata: 3
Corso: Mastering Microsoft Project 2010 Codice PCSNET: MSPJ-11 Cod. Vendor: 50413 Durata: 3 Obiettivi Comprendere la disciplina del project management in quanto si applica all'utilizzo di Project. Apprendere
More informationBSC vision on Big Data and extreme scale computing
BSC vision on Big Data and extreme scale computing Jesus Labarta, Eduard Ayguade,, Fabrizio Gagliardi, Rosa M. Badia, Toni Cortes, Jordi Torres, Adrian Cristal, Osman Unsal, David Carrera, Yolanda Becerra,
More informationThe Data Grid: Towards an Architecture for Distributed Management and Analysis of Large Scientific Datasets
The Data Grid: Towards an Architecture for Distributed Management and Analysis of Large Scientific Datasets!! Large data collections appear in many scientific domains like climate studies.!! Users and
More informationIntroduction to the IBM Rational Software Development Platform
IBM Software Group Introduction to the IBM Software Development Platform Luca Amato SOA Leader Certified IT Architect lucaamato@it.ibm.com Messina, 24 Maggio 2007 2005 IBM Corporation IBM Software Agenda
More informationBig Data, Big True. IDC Big Data Conference II, Bologna 19 novembre 2013. Fabio Rizzotto IT Research&Consulting Director, IDC Italy
Big Data, Big True IDC Big Data Conference II, Bologna 19 novembre 2013 Fabio Rizzotto IT Research&Consulting Director, IDC Italy Il sorpasso dei Big Data sulla BI Business Intelligence Big Data Worldwide
More informationSerialization and Good Distribution Practices: Regulatory Impacts, Opportunities and Criticalities for Manufacturers and Drugs Distribution Chain
Serialization and Good Distribution Practices: Regulatory Impacts, Opportunities and Criticalities for Manufacturers and Drugs Distribution Chain INTRODUCTION ISPE Italian Affiliate Bologna, April 17th
More informationCloud Federations in Contrail
Cloud Federations in Contrail Emanuele Carlini 1,3, Massimo Coppola 1, Patrizio Dazzi 1, Laura Ricci 1,2, GiacomoRighetti 1,2 " 1 - CNR - ISTI, Pisa, Italy" 2 - University of Pisa, C.S. Dept" 3 - IMT Lucca,
More informationNetwork for Sustainable Ultrascale Computing (NESUS) www.nesus.eu
Network for Sustainable Ultrascale Computing (NESUS) www.nesus.eu Objectives of the Action Aim of the Action: To coordinate European efforts for proposing realistic solutions addressing major challenges
More informationCorso: Supporting and Troubleshooting Windows 10 Codice PCSNET: MW10-3 Cod. Vendor: 10982 Durata: 5
Corso: Supporting and Troubleshooting Windows 10 Codice PCSNET: MW10-3 Cod. Vendor: 10982 Durata: 5 Obiettivi Al termine del corso i partecipanti saranno in grado di: Descrivere i processi coinvolti nella
More informationHow To Lock A File In A Microsoft Microsoft System
Level 1 Opportunistic Locks Si intuisce che level 1 corrisponde concettualmente allo stato M di un dato in cache nel protocollo MESI A level 1 opportunistic lock on a file allows a client to read ahead
More informationUn esperienza di successo IDEAS: il progetto Advanced Grant MULTITHERMAN
Un esperienza di successo IDEAS: il progetto Advanced Grant MULTITHERMAN Prof. Luca Benini -DEIS Bologna, 24 settembre 2012 Materiale riservato Alma Mater Studiorum Università di Bologna Deciding to try
More informationPublic Affairs & Communication Huawei Italia
Security Level: Talent Lab A training program sponsored by Huawei and MIUR Public Affairs & Communication Huawei Italia www.huawei.com HUAWEI TECHNOLOGIES CO., LTD. The project : TALENT LAB Talent Lab
More informationFigure 1: Illustration of service management conceptual framework
Dagstuhl Seminar on Service-Oriented Computing Session Summary Service Management Asit Dan, IBM Participants of the Core Group Luciano Baresi, Politecnico di Milano Asit Dan, IBM (Session Lead) Martin
More informationSensing, monitoring and actuating on the UNderwater world through a federated Research InfraStructure Extending the Future Internet SUNRISE
Sensing, monitoring and actuating on the UNderwater world through a federated Research InfraStructure Extending the Future Internet SUNRISE Grant Agreement number 611449 Announcement of the Second Competitive
More informationChi sono in quattro punti.
vsphere 5 Licensing Chi sono in quattro punti. Massimiliano Moschini Presales/Postsales and Trainer VMUG IT Board Member VCP, VSP VTSP,VCI, V http://it.linkedin.com/in/massimilianomoschini @maxmoschini
More informationLorenzo.barbieri@microsoft.com Blogs.msdn.com/vstsitalia. www.geniodelmale.info
Lorenzo.barbieri@microsoft.com Blogs.msdn.com/vstsitalia www.geniodelmale.info Visual Studio Team System, Professional e Standard Team Explorer si integra in VS2008/VS2005 Visual Studio.NET 2003, VS 6.0,
More information1st OPERA ANNUAL CONFERENCE
1st OPERA ANNUAL CONFERENCE BOLOGNA, 20th of June OPERA: PERSPECTIVE and REQUIREMENTS Giuseppe Maffeis, Roberta Gianfreda Operational Procedure for Emission Reduction Assessment LIFE09 ENV/IT/000092 (2010-2013)
More informationITIL v3 - Overview. Claudio Tancini Marzo 2015 INTERNAL USE ONLY
ITIL v3 - Overview Claudio Tancini Marzo 2015 ITIL Da Wikipedia, l'enciclopedia libera. Information Technology Infrastructure Library (ITIL) è un insieme di linee guida ispirate dalla pratica (Best Practices)
More informationBuilding Platform as a Service for Scientific Applications
Building Platform as a Service for Scientific Applications Moustafa AbdelBaky moustafa@cac.rutgers.edu Rutgers Discovery Informa=cs Ins=tute (RDI 2 ) The NSF Cloud and Autonomic Compu=ng Center Department
More informationProgetto Ombra Milano propone un nuovo progetto dal design tutto italiano. Una SCALA di prestigio accessibile a tutti.
la crisi è la migliore benedizione che ci può accadere, tanto alle persone quanto ai paesi, poiché questa porta allo sviluppo personale e ai progressi. Crisis is the best blessing that could ever happen,
More informationDal PDM al PLM, architettura tradizionale e piattaforma Cloud : l'integrazione facilitata dalla nuova tecnologia
Dal PDM al PLM, architettura tradizionale e piattaforma Cloud : l'integrazione facilitata dalla nuova tecnologia Riccardo Ceccanti Sales Manager Man and Machine Software Srl Di cosa parleremo: Man and
More informationIn this issue: News from Jesa: Location, location, location Social Security Law took effect on October 15 th Third quarter economic data: the slow
JESA INVESTMENT & MANAGEMENT CO. LTD. NEWSLETTER OCTOBER 2011 In this issue: News from Jesa: Location, location, location Social Security Law took effect on October 15 th Third quarter economic data: the
More informationCOPIA TRATTA DA GURITEL GAZZETTA UFFICIALE ON-LINE
Supplemento ordinario alla Gazzetta Ufficiale,, n. 288 del 12 dicembre 2006 - Serie generale Spediz. abb. post. 45% - art. 2, comma 20/b Legge 23-12-1996, n. 662 - Filiale di Roma SI PUBBLICA TUTTI PARTE
More informationUML modeling of Web Applications: Project part of the Master in Web Technology V Henry Muccini University of L Aquila 2008
UML modeling of Web Applications: Project part of the Master in Web Technology V Henry Muccini University of L Aquila 2008 01. Preface page 1 02. Homework description 1 03. Homework Requirements and Evaluation
More informationLISTA RIVISTE MASTER 2013
LISTA RIVISTE MASTER 2013 Fascie A+, A, B e P Le riviste classificate come P sono riviste di grande qualità e di rilevante impatto il cui fine principale e quello di diffondere le conoscenze scientifiche,
More informationIBM Bluemix, the digital innovation platform
IBM Bluemix, the digital innovation platform Linux day 2015, Torino Greta Boffi, IBM Cloud EcoD 1 Cloud Service Models IBM SaaS Bluemix eliminates / dramatically simplifies various tasks: Traditional On-Premises
More informationGli International Standard on Auditing e gli altri Standard Professionali Internazionali
Gli International Standard on Auditing e gli altri Standard Professionali Internazionali 1 Agenda International Standard on Auditing Altri Standard professionali internazionali 2 International Standard
More informationCisco Process Orchestrator Adapter for Cisco UCS Manager: Automate Enterprise IT Workflows
Solution Overview Cisco Process Orchestrator Adapter for Cisco UCS Manager: Automate Enterprise IT Workflows Cisco Unified Computing System and Cisco UCS Manager The Cisco Unified Computing System (UCS)
More informationYour 2 nd best friend
Your 2 nd best friend Hunting cartridges NATURAL 2 Your 2 nd best friend NATURAL FATTE DA CACCIATORI PER I CACCIATORI. La qualità della cartuccia in un azione venatoria è l elemento più importante che
More informationISTITUTO NAZIONALE DI FISICA NUCLEARE CONSIGLIO DIRETTIVO DELIBERAZIONE N. 12977 DELIBERA
ISTITUTO NAZIONALE DI FISICA NUCLEARE CONSIGLIO DIRETTIVO DELIBERAZIONE N. 12977 Il Consiglio Direttivo dell Istituto Nazionale di Fisica Nucleare, riunito a Roma in data 29 novembre 2013 alla presenza
More informationIT Asset Management in Today's Complex Data Center
IT Asset Management in Today's Complex Data Center buzzetti@us.ibm.com The IBM Worldwide Design Centers comprise certified IT architects and specialists using state-of-the-art methodologies and technologies
More informationFLAVIO D ANNUNZIO Digital for Business
ITALIAN ORPHAN DRUGS DAY Venerdì 13 febbraio 2015 Sala conferenze Digital for Business - Sesto San Giovanni (MI) FLAVIO D ANNUNZIO Digital for Business www.digitalforacademy.com Find the Patients, Drive
More informationSERVICE-ORIENTED MODELING FRAMEWORK (SOMF ) SERVICE-ORIENTED SOFTWARE ARCHITECTURE MODEL LANGUAGE SPECIFICATIONS
SERVICE-ORIENTED MODELING FRAMEWORK (SOMF ) VERSION 2.1 SERVICE-ORIENTED SOFTWARE ARCHITECTURE MODEL LANGUAGE SPECIFICATIONS 1 TABLE OF CONTENTS INTRODUCTION... 3 About The Service-Oriented Modeling Framework
More informationApplication Lifecycle Management. Build Automation. Fabrizio Morando Application Development Manger Microsoft Italia
Application Lifecycle Management Build Automation Fabrizio Morando Application Development Manger Microsoft Italia Application Lifecycle Management Fondamenti di Build Management Do your systems talk business?
More informationKriterien für ein PetaFlop System
Kriterien für ein PetaFlop System Rainer Keller, HLRS :: :: :: Context: Organizational HLRS is one of the three national supercomputing centers in Germany. The national supercomputing centers are working
More informationAutomatic Tuning of HPC Applications for Performance and Energy Efficiency. Michael Gerndt Technische Universität München
Automatic Tuning of HPC Applications for Performance and Energy Efficiency. Michael Gerndt Technische Universität München SuperMUC: 3 Petaflops (3*10 15 =quadrillion), 3 MW 2 TOP 500 List TOTAL #1 #500
More informationInformation Systems at Politecnico di Milano
1 Information Systems at Politecnico di Milano Outline Research in Information Systems Studying Information Systems Outline Research in Information Systems Studying Information Systems 4 Research Themes
More informationDocuments to be submitted for the signature of the IPA Subsidy Contract
CALLS FOR STRATEGIC PROJECT PROPOSALS PRIORITY 1, PRIORITY 2, PRIORITY 3 Documents to be submitted for the signature of the IPA Subsidy Contract The Lead Beneficiaries of projects selected for funding
More informationA CP Scheduler for High-Performance Computers
A CP Scheduler for High-Performance Computers Thomas Bridi, Michele Lombardi, Andrea Bartolini, Luca Benini, and Michela Milano {thomas.bridi,michele.lombardi2,a.bartolini,luca.benini,michela.milano}@
More informationD 8.2 Application Definition - Water Management
(FP7 609081) Date 31st July 2014 Version [1.0] Published by the Almanac Consortium Dissemination Level: Public Project co-funded by the European Commission within the 7 th Framework Programme Objective
More informationipratico POS Quick Start Guide v. 1.0
ipratico POS Quick Start Guide v. 1.0 Version History Version Pages Comment Date Author 1.0 First Release 5/Marzo/2012 Luigi Riva 2 SUMMARY 1 GETTING STARTED 4 1.1 What do you need? 4 1.2 ipad 5 1.3 Antenna
More informationSo#ware Tools and Techniques for HPC, Clouds, and Server- Class SoCs Ron Brightwell
So#ware Tools and Techniques for HPC, Clouds, and Server- Class SoCs Ron Brightwell R&D Manager, Scalable System So#ware Department Sandia National Laboratories is a multi-program laboratory managed and
More informationExemplar. Novembre 2015. Cosima Fiaschi Fabrizio Trentini
Exemplar Novembre 2015 Cosima Fiaschi Fabrizio Trentini EXEMPLAR TEAM We are a Small TEAM (12 people) with STRONG experience in CAE (all commercial FEM TOOLS- Nastran, Ansys, Abaqus, Fluent, etc.) and
More informationThe Fusion of Supercomputing and Big Data. Peter Ungaro President & CEO
The Fusion of Supercomputing and Big Data Peter Ungaro President & CEO The Supercomputing Company Supercomputing Big Data Because some great things never change One other thing that hasn t changed. Cray
More informationFondo Monetario Internazionale ricerca esperti
Fondo Monetario Internazionale ricerca esperti Il Fiscal Affairs Department del FMI è interessato ad identificare qualificati esperti interessati ad essere inclusi tra i consulenti del Fondo monetario
More informationVisualization and Data Analysis
Working Group Outbrief Visualization and Data Analysis James Ahrens, David Rogers, Becky Springmeyer Eric Brugger, Cyrus Harrison, Laura Monroe, Dino Pavlakos Scott Klasky, Kwan-Liu Ma, Hank Childs LLNL-PRES-481881
More informationComplex Network Analysis in Corporate Social Networking. Improving Performance through Collective Intelligence
Complex Network Analysis in Corporate Social Networking Improving Performance through Collective Intelligence David Easley and Jon Kleinberg Networks, Crowds and Markets Reasoning about a Highly Connected
More informationData Centric Systems (DCS)
Data Centric Systems (DCS) Architecture and Solutions for High Performance Computing, Big Data and High Performance Analytics High Performance Computing with Data Centric Systems 1 Data Centric Systems
More informationOrganization Requested Amount ( ) Leading Organization Partner 1*
Budget form 2016 FILL IN THE FORM FOLLOWING THE GUIDELINES AND DO NOT DELETE THEM. PLEASE USE THE FONT TREBUCHET 10PT, SINGLE-SPACED. PLEASE UPLOAD AS A PDF FILE. Si precisa che, per facilitare l inserimento
More informationCloud Services: cosa sono e quali vantaggi portano alle aziende manifatturiere
Cloud Services: cosa sono e quali vantaggi portano alle aziende manifatturiere Sergio Gimelli Sales Consulting Director Oracle Italy Fabbrica Futuro Verona, 27 Giugno 2013 1 2 Cosa è il Cloud? il Cloud
More informationscale per l arredamento d interni stairs for interior design www.scalainteriors.com
scale per l arredamento d interni stairs for interior design www.scalainteriors.com scale per l arredamento d interni stairs for interior design www.scalainteriors.com Collezione Scala. Una varietà di
More informationAPC-Pro sa Computer Service
Configuring, Managing and Troubleshooting Microsoft Exchange Service Pack 2 (10135B) Durata: 5 giorni Orario: 8:30 12:00 / 13:30-17.00 Costo per persona: CHF 1 900.-- (Min. 5 partecipanti) Obiettivi di
More information1. EXCHANGE OF RESEARCHERS: PROCEDURES FOR THE SUBMISSION OF PROPOSALS.
CALL FOR PROPOSALS OF JOINT RESEARCH PROJECTS WITHIN THE EXECUTIVE PROGRAMME OF SCIENTIFIC AND TECHNOLOGICAL COOPERATION BETWEEN ITALY AND SOUTH AFRICA FOR THE YEARS 2011-2013 Within the framework of Agreement
More informationHow To Read Investire In Borsa Con I Trend Pdf
INVESTIRE IN BORSA CON I TREND PDF ==> Download: INVESTIRE IN BORSA CON I TREND PDF INVESTIRE IN BORSA CON I TREND PDF - Are you searching for Investire In Borsa Con I Trend Books? Now, you will be happy
More informationDAY 1 THURSDAY 25 JUNE I GIORNATA GIOVEDÌ 25 GIUGNO
OUT SPIN WEDNESDAY 24 JUNE, EVENING OUT SPIN MERCOLEDÌ 24 GIUGNO, SERA WELCOME COCKTAIL ON THE BEACH OF THE SHERATON HOTEL & CONFERENCE CENTER COCKTAIL DI BENVENUTO SULLA SPIAGGIA DELLO SHERATON DAY 1
More informationPEER PRODUCTION+! OPEN INNOVATION!
STEFANO MAFFEI! PEER PRODUCTION+! OPEN INNOVATION! A NEW DESIGN PARADIGM!! DESIGN SCHOOL _ POLITECNICO DI MILANO! Corso di Laurea Magistrale in Design _ Anno Accademico 2011/2012!! Cultori della materia:
More informationFrom Research to Large-Scale HPC Applications
From Research to Large-Scale HPC Applications The Paradigm of Geophysical Imaging and Prospecting Ernesto Bonomi Energy & Environment Program CRS4, Pula, Italy Seismic Imaging: a remote subsurface echography
More informationHow To Test Pressure On A Hydromusic Pump
HYDRAULIC COMPONENTS HYDROSTATIC TRANSMISSIONS GEARBOXES - ACCESSORIES Glycerine Filled Control Pressure Gauges Dutch Hydraulic Consultants Tel. +31-(0)6-83695868 Achterweg ZZ 8 Mail info@dhc-hydraulic.nl
More informationArgomenti di interesse in campo ICT in H2020. Dott. Mauro Morandin (INFN-Padova)
Argomenti di interesse in campo ICT in H2020 Dott. Mauro Morandin (INFN-Padova) ICT in H2020 - prime calls H2020: 70.2 B (2011) (FP7: 53 B ) Excellent Science (24,5 B ) Industrial leadership (17 B ) Societal
More informationLa Carta di Roma sul Capitale Naturale e Culturale
La Carta di Roma sul Capitale Naturale e Culturale Premessa Il semestre italiano di presidenza dell Unione Europea Giugno-Dicembre 2014 ha dato particolare rilievo alla biodiversità, nel quadro degli obblighi
More informationFuture and Emerging Technologies (FET) in H2020. Ales Fiala Future and Emerging Technologies DG CONNECT European Commission
Future and Emerging Technologies (FET) in H2020 51214 Ales Fiala Future and Emerging Technologies DG CONNECT European Commission H2020, three pillars Societal challenges Excellent science FET Industrial
More informationEditorial NUMBER 01 NOVEMBER 2014. Editorial. Project overview. Reference architecture
NUMBER 01 NOVEMBER 2014 Editorial Project overview Reference architecture Latest project news 1 st scientific workshop Events Publications What s next? Editorial Nowadays Cloud Computing reduces time-to-market
More information8Q PRQGR GL FRQWHQLWRUL $ ZRUOG RI HQFORVXUHV
www.italtronic.com 0 L MODULBOX XT COMPACT MODULBOX XT COMPACT Norme DIN 880 Materiale: Blend PC/ABS autoestinguente Colore: Grigio RAL0 Misure: M/M/M/M/M/8M/9M/M CARATTERISTICHE GENERALI & SERVIZIO TUTTO
More informationData Distribution & Replication
Distributed Databases Definitions Data Distribution & Replication A single logical database thatis spread physically across computers in multiple locations thatare connected by a data communications link.
More informationOrganization Requested Amount ( ) Leading Organization Partner 1*
Integrated research on industrial biotechnologies 2016 Budget 2016 FILL IN THE FORM FOLLOWING THE GUIDELINES AND DO NOT DELATE THEM. PLEASE USE THE FONT TREBUCHET 10PT SINGLE SPACED. PLEASE UPLOAD THE
More informationProgetto di ricerca Regione-Università Ortogeriatria: i risultati
Bologna 26 novembre 2010 Progetto di ricerca Regione-Università Ortogeriatria: i risultati Giulio Pioli Azienda Ospedaliera di Reggio Emilia Flow chart of the study Prospective observational study (audit)
More informationThe LEGAME COVALENTE An Integrated Health Information System
The LEGAME COVALENTE An Integrated Health Information System Maria Teresa Nespeca 1, Alessandro Novelli, Aldo Franco Dragoni 2 1 Università Azienda Sanitaria Unica Regionale Marche, Zona Territoriale 13
More informationPresentation title here
Come abbattere il costo delle Presentation title here licenzesoracle Database ubtitle here Maurizio Priano Informatica Roma, 5 Novembre 2013 Problema: come
More informationTrends in High-Performance Computing for Power Grid Applications
Trends in High-Performance Computing for Power Grid Applications Franz Franchetti ECE, Carnegie Mellon University www.spiral.net Co-Founder, SpiralGen www.spiralgen.com This talk presents my personal views
More informationDIRECTORS AND OFFICERS PROPOSTA DI POLIZZA
DIRECTORS AND OFFICERS PROPOSTA DI POLIZZA La presente proposta deve essere compilata dall`amministratore o dal Sindaco della Societa` proponente dotato di opportuni poteri. La firma della presente proposta
More informationPentaho High-Performance Big Data Reference Configurations using Cisco Unified Computing System
Pentaho High-Performance Big Data Reference Configurations using Cisco Unified Computing System By Jake Cornelius Senior Vice President of Products Pentaho June 1, 2012 Pentaho Delivers High-Performance
More informationParallel Programming at the Exascale Era: A Case Study on Parallelizing Matrix Assembly For Unstructured Meshes
Parallel Programming at the Exascale Era: A Case Study on Parallelizing Matrix Assembly For Unstructured Meshes Eric Petit, Loïc Thebault, Quang V. Dinh May 2014 EXA2CT Consortium 2 WPs Organization Proto-Applications
More informationPhase 1 - Enter Portale dello Studente
Phase 1 - Enter Portale dello Studente Open your browser (Microsoft Internet Explorer or Mozilla Firefox) and type or copy the following URL: http://portalestudente.uniroma3.it/ in the address bar (as
More informationApplication Server Cost of Ownership
Application Server Cost of Ownership Oracle WebLogic Suite versus IBM WebSphere Application Server Network Deployment December 2013 THE DEVELOPMENT OF THIS WHITE PAPER WAS SPONSORED BY ORACLE, BUT THE
More informationHPC enabling of OpenFOAM R for CFD applications
HPC enabling of OpenFOAM R for CFD applications Towards the exascale: OpenFOAM perspective Ivan Spisso 25-27 March 2015, Casalecchio di Reno, BOLOGNA. SuperComputing Applications and Innovation Department,
More informationTRADING ONLINE E STATISTICA PDF
TRADING ONLINE E STATISTICA PDF ==> Download: TRADING ONLINE E STATISTICA PDF TRADING ONLINE E STATISTICA PDF - Are you searching for Trading Online E Statistica Books? Now, you will be happy that at this
More informationProgetto Bandiera La Fabbrica del Futuro Piattaforma Manifatturiera Nazionale
Progetto Bandiera La Fabbrica del Futuro Piattaforma Manifatturiera Nazionale Sottoprogetto 2 Annex B Format for Project Proposals Pubblicato il 21/11/2013 Direttore Progetto: Prof. Tullio A. M. Tolio
More informationResearch, innovation, and policy on energy efficient data centres: an EU perspective
Research, innovation, and policy on energy efficient data centres: an EU perspective e-energy 2012 Madrid, 9 May 2012 Dr. Max Lemke, Deputy Head of Unit Embedded Systems and Control, INFSO From 1 July:
More informationSAP FORUM 2014 Hana Cloud Portal: Il cloud come ti serve
SAP FORUM 2014 Hana Cloud Portal: Il cloud come ti serve Dario Tripolisi Milano, 30/10/2014 Agenda Altevie Technologies Progetto «Pirelli Hana Cloud Portal» La piattaforma Cloud SAP SuccessFactors Extension
More informationUser Manual ZMONITOR. Tool for managing parametric controllers
User Manual ZMONITOR Tool for managing parametric controllers INDICE 1. PRESENTATION... 4 MINIMUM SYSTEM REQUIREMENTS... 4 DEVICES TO BE MANAGED ZMONITOR... 5 2. INSTALLATION... 6 3. LANGUAGE... 8 4. MAIN
More informationHow To Manage Cloud Service Provisioning And Maintenance
Managing Cloud Service Provisioning and SLA Enforcement via Holistic Monitoring Techniques Vincent C. Emeakaroha Matrikelnr: 0027525 vincent@infosys.tuwien.ac.at Supervisor: Univ.-Prof. Dr. Schahram Dustdar
More informationManjrasoft Market Oriented Cloud Computing Platform
Manjrasoft Market Oriented Cloud Computing Platform Innovative Solutions for 3D Rendering Aneka is a market oriented Cloud development and management platform with rapid application development and workload
More informationMicrosoft Research Worldwide Presence
Microsoft Research Worldwide Presence MSR India MSR New England Redmond Redmond, Washington Sept, 1991 San Francisco, California Jun, 1995 Cambridge, United Kingdom July, 1997 Beijing, China Nov, 1998
More informationLezione 10 Introduzione a OPNET
Corso di A.A. 2007-2008 Lezione 10 Introduzione a OPNET Ing. Marco GALEAZZI 1 What is OPNET? Con il nome OPNET viene indicata una suite di prodotti software sviluppati e commercializzati da OPNET Technologies,
More informationRicercare l efficienza operativa facilitando il cambiamento con soluzioni enterprise avanzate
Ricercare l efficienza operativa facilitando il cambiamento con soluzioni enterprise avanzate Fabio Della Lena Principal Solutions Designer, Infor 27 Giugno 2013 1 www.infor.com 2 Ricerca dell efficienza
More informationQuesta versione del programma è da intendersi come provvisoria * da confermare Seguici sui Social Network e commenta con #forumt2s This version is
08.30 09.30 a.m. Registrazione partecipanti, Welcome Coffee e networking nell Area Meeting Participants registration, Welcome Coffee and networking in the Meeting Area SESSIONE PLENARIA DI APERTURA OPENING
More informationL'SPC ovvero l'ict enabled government
L'SPC ovvero l'ict enabled government Rossella Bellini Senior Engagement Manager Sun Microsystems Forum PA 2006 1 Agenda L'ICT enabled government e l'spc La Service Oriented Architecture L'SPC ovvero la
More informationEnergy efficient computing on Embedded and Mobile devices. Nikola Rajovic, Nikola Puzovic, Lluis Vilanova, Carlos Villavieja, Alex Ramirez
Energy efficient computing on Embedded and Mobile devices Nikola Rajovic, Nikola Puzovic, Lluis Vilanova, Carlos Villavieja, Alex Ramirez A brief look at the (outdated) Top500 list Most systems are built
More informationNew Media Advertising Agency
Direct Advertising i New Media Advertising Agency 2 Straight to the heart Dada's New Media agency, Dada Ad, is focused on direct, display and performance-based digital products. Direct ADV: Dada Ad offers
More informationDTI / Titolo principale della presentazione IPHONE ENCRYPTION. Litiano Piccin. 11 ottobre 2014
1 IPHONE ENCRYPTION 2 MOBILE FORENSICS Nella Computer Forensics, le evidenze che vengono acquisite sono dispositivi statici di massa; questa significa che possiamo ottenere la stessa immagine (bit stream)
More information