SuperMUC: Energieeffizientes Supercomputing
|
|
- Cornelia Kaufer
- vor 5 Jahren
- Abrufe
Transkript
1 Torsten Bloth, HPC Systems Architect - IBM Deep Computing SuperMUC: Energieeffizientes Supercomputing ZKI AK Supercomputing, May 2011 DESY, Zeuthen
2 SuperMUC in Germany and Europe The Leibniz Computing Center of the Bawarian Academy of Science is a member of the Gauss Centre for Supercomputing. GCS is the German Federal Computing center with the three sites at LRZ in Garching FZJ in Jülich HLRS in Stuttgart GCS is a member of PRACE (Partnership for Advanced Computing in Europe) With 21 member states in Europe And four Hosting-Partners: D, F, I, SP commiting to fund 100 Mio EUR for 5 years Access to SuperMUC will be regulated by the PRACE Scientific Steering Committee (with peer review process) GCS Steering Comitee
3 LRZ Power Consumption over the Years Power Consumption in MWh Source: LRZ
4 LRZ Major Goals Build and operate a Tier-0 multipetaflops supercomputer for european researchers Serve computational power to German universities and research institutions Accommodate a wide range of applications w/o porting code to a properitary architecture a highly scalable system software stack and programming environment Deliver an higly energy efficient system, reduce operational costs following this, the primary goal for the procurement of the petascale computer is: Source: LRZ
5 LRZ Objective for SuperMUC To establish an integrated, highly energy efficient system and a programming environment which enable the solution of the most challenging scientific problems from widely varying scientific areas. * * Ref [1] RfP, Description of Goods and Services for the European High Performance Computer SuperMUC at LRZ, 23. September 2010, Page 1 6
6 LRZ Procurement Source: LRZ
7 LRZ - Extension to the Facilities 8 Source: LRZ
8 SuperMUC Executive Summary Next PetaFLOP Computer in Germany in Gauss-Center 9324 Nodes with 2 Intel SandyBridge-EP CPUs 207 Nodes with 4 Intel Westmere-EX CPUs 9531 Nodes with total CPUs / Cores 3 PetaFLOP/s Peak Performance 324 TB Memory InfiniBand FDR10 Interconnect ~ (optical) IB cables Large File Space for multiple purpose 10 PetaByte File Space based on IBM GPFS with 200GB/s aggregated I/O Bandwidth 2 PetaByte NAS Storage with 10GB/s aggregated I/O Bandwidth No GPGPUs or other Accelerator Technology Innovative Technology for Energy Effective Computing, established as HW and SW Warm Water Cooling Energy Aware Scheduling with xcat and LL Highly Energy Efficient High End HPC System PUE 1.1 Linux powered
9 SuperMUC Proposed Architecture Dense HPC Cluster with QDR/FDR10 Infiniband Interconnect Island configuration of minimal 8K cores Scalable for up to 36 islands IB blocking ratio within islands of 1:1 IB blocking ratio between islands of 1:4 in phase 1 18 thin compute node islands 1 island as migration island and later used as fat compute island 1 island with GPFS I/O and services and login nodes Fully warm water cooled system for thin compute nodes to support free cooling Energy aware software stack, with xcat and LoadLeveler
10 SuperMUC Nodes thin node design Based on IBM idataplex 2 x Sandy Bridge-EP 8C 2GB per core, 1600MHz InfiniBand FDR, PCIgen3 diskless fat node design native 4-socket WM-EX IBM HX5 Blade 4 x WM-EX 10Core, 2.40GHz 4GB/core InfiniBand QDR diskless
11 SuperMUC FatTree Interconnect I/O Island Fat Node Island to LRZ backbone GPFS log I/O 72 I/O 1 m f 02 f 01 Infiniband Infiniband x 126 x 126 InfiniBand FDR10 ( port spine switches) x 126 Infiniband Infiniband Infiniband node 1 node 2... node 518 node 1 node 2... node node 1 node 2... node 518 thin island #1 thin island #2 thin island #18
12 Goal of Energy Aware Scheduling with LoadLeveler Provide an energy report for all jobs Power(i), Time(i), Energy(i) {, GFlops(i)} Stored in xcat/loadleveler DB When the same job is submitted a second time Change the frequency of the job to match a given energy policy defined by the Sys Admin
13 Energy Aware LoadLeveler Features 1. Goals Identify idle nodes in the cluster and put them in the lowest power mode Provide to system admins query capability on historical usage of power and energy by workload, user, etc. Reduction of energy consumption on workloads with minimal impact to performance 2. Choices for system admin: Decide to use Energy Optimize policy or not Decide the max power/performance/energy degradation one application will be impacted by, if the Energy policy is applied 3. If Energy Policy is on, policy is applied only to jobs that match the performance degradation criteria 4. System admin can query LoadLeveler DB to evaluate the impact of the potential policy on performance degradation and energy saving
14 IBM xcat and LoadLeveler Power and Energy Aware Goals xcat Cluster Systems Management Suite Manage power consumption on an ad hoc (time) basis For example, while cluster is being installed, or when there is high power consumption in other parts of the lab for a period of time Query: p-state, frequency, power consumed info, CPU usage, fan speed, environment temperature Set: p-state, idle mode LoadLeveler Report power and energy consumption per job Energy report Optimize power and energy consumption: When nodes are idle Energy Report Set nodes to the least power consumption mode : C6 state or Shutdown When nodes are running jobs xcat -LL DB
15 Aquasar A Prototype of Hot Water cooling Design and build a hot-water cooling for the - IBM BladeCenter H - QS22 blade (IBM Cell/B.E.) - HS22 blade (Intel, x86_64) The Design Goal and Challenge - Build water cooling in BC-H Blades, which had been designed for air cooling only. - Design a hot-water cooling for world record low emission in data centers (MFlops/gCO 2 ). - Achieve a high energy efficiency of Aquasar (MFlops/W) The project was funded by the ETH Zurich and by IBM Research.
16 Aquasar Vision: The Zero-Emission-Datacenter o C o C >95% recovered heat
17 CAD Model of the Aquasar Water Cooled Blade HS22
18 Hot-Water Cooled Blade HS22
19 LRZ Water Cooled Node HOT AND COLD MANIFOLDS ATTACHED TO RACK QUICK DISCONNECT COUPLERS RACK NODE IN RACK
20
Towards Modular Supercomputing with Slurm
Towards Modular Supercomputing with Slurm 2017-09-25 Dorian Krause et al., Jülich Supercomputing Centre, Forschungszentrum Jülich Dual-Architecture Supercomputing Facility IBM Power 4+ JUMP, 9 TFlop/s
MehrLOEWE-CSC and it s data center
ECO@ LOEWE-CSC LOEWE-CSC and it s data center Volker Lindenstruth FIAS, IfI, LOEWE Professur Chair of HPC Architecture University Frankfurt, Germany Phone: +49 69 798 44101 Fax: +49 69 798 44109 Email:
MehrTSM 5.2 Experiences Lothar Wollschläger Zentralinstitut für Angewandte Mathematik Forschungszentrum Jülich
TSM 5.2 Experiences Lothar Wollschläger Zentralinstitut für Angewandte Mathematik Forschungszentrum Jülich L.Wollschlaeger@fz-juelich.de Contents TSM Test Configuration Supercomputer Data Management TSM-HSM
MehrConnecting the dots on Germany s Energiewende and its impact on European energy policy
Connecting the dots on Germany s Energiewende and its impact on European energy policy Rebecca Bertram Heinrich Böll Foundation Heinrich-Böll-Stiftung Schumannstraße 8 Telefon 030.285 34-0 Die grüne politische
MehrThe Hessian Infrastructure for HPC
1 The Hessian Infrastructure for HPC 2 Agenda Introduction HPC-Hessen HPC in Germany HPC in Hesse Brainware for Science Motivation Hessian clusters Benefits for Users User surveys Clusters in Darmstadt
MehrPilot Project Biogas-powered Micro-gas-turbine
1/18 Pilot Project Biogas-powered Micro-gas-turbine Supported by the Hessischen Ministerium für Wirtschaft, Verkehr und Landesentwicklung Speaker Details 2/18 Jan Müller Works at Institute of Solar Energy
MehrPossible Contributions to Subtask B Quality Procedure
Possible Contributions to Subtask B Quality Procedure aeteba - Energy Systems, Germany Elmar Sporer zafh.net Stuttgart, Germany Dr. Dirk Pietruschka 1/14 aeteba - Consortium of different companies - Turnkey
MehrEnergy Efficient High Performance Computing
Energy Efficient High Performance Computing Michael Gerndt Technische Universität München gerndt@in.tum.de Faculty of Informatics Founded in 1975 2500 students 30% foreign students 40 Professors (22 Chairs)
MehrSupercomputer für die. Forschungsanlage FAIR. Volker Lindenstruth FIAS, IfI, LOEWE Professur Chair of HPC Architecture
Effizientes Hochleistungsrechnen mit dem GreenCube Supercomputer für die Volker Lindenstruth FIAS, IfI, LOEWE Professur Chair of HPC Architecture Forschungsanlage FAIR University Frankfurt, Germany Phone:
MehrCloud Computing in der öffentlichen Verwaltung
Cloud Computing in der öffentlichen Verwaltung Willy Müller - Open Cloud Day 19.6.2012 2 Plug and Cloud? 3 The plug tower BPaaS Software SaaS Platform PaaS Storage/ Computing IaaS Internet Power grid 4
MehrTube Analyzer LogViewer 2.3
Tube Analyzer LogViewer 2.3 User Manual Stand: 25.9.2015 Seite 1 von 11 Name Company Date Designed by WKS 28.02.2013 1 st Checker 2 nd Checker Version history Version Author Changes Date 1.0 Created 19.06.2015
MehrIntegration of D-Grid Sites in NGI-DE Monitoring
Integration of D-Grid Sites in NGI-DE Monitoring Steinbuch Centre for Computing Foued Jrad www.kit.edu D-Grid Site Monitoring Status! Prototype D-Grid Site monitoring based on Nagios running on sitemon.d-grid.de
MehrTitelmasterformat durch Klicken bearbeiten
Titelmasterformat durch Klicken Titelmasterformat durch Klicken Die neue HDS Panama Serie Enterprise Plattform für den gehobenen Mittelstand Andreas Kustura, Silvio Weber Kramer & Crew GmbH & Co. KG Titelmasterformat
MehrNewest Generation of the BS2 Corrosion/Warning and Measurement System
Newest Generation of the BS2 Corrosion/Warning and Measurement System BS2 System Description: BS2 CorroDec 2G is a cable and energyless system module range for detecting corrosion, humidity and prevailing
MehrIDS Lizenzierung für IDS und HDR. Primärserver IDS Lizenz HDR Lizenz
IDS Lizenzierung für IDS und HDR Primärserver IDS Lizenz HDR Lizenz Workgroup V7.3x oder V9.x Required Not Available Primärserver Express V10.0 Workgroup V10.0 Enterprise V7.3x, V9.x or V10.0 IDS Lizenz
MehrJONATHAN JONA WISLER WHD.global
JONATHAN WISLER JONATHAN WISLER WHD.global CLOUD IS THE FUTURE By 2014, the personal cloud will replace the personal computer at the center of users' digital lives Gartner CLOUD TYPES SaaS IaaS PaaS
Mehrsciebo The Academic NRW Cloud Storage Service
sciebo The Academic NRW Cloud Storage Service Holger Angenent University of Münster 2 > sciebo sciebo is the brand name, short for science box Sync and share service for universities and universities of
MehrData Center Infrastructure@lrz.de: Ein Erfahrungsbericht
Leibniz-Rechenzentrum Data Center Infrastructure@lrz.de: Ein Erfahrungsbericht Dr. Detlef Labrenz (labrenz@lrz.de) 16.3.2014 Übersicht Leibniz-Rechenzentrum Gebäudeinfrastruktur Energieeffizienz - Kenngrößen
MehrSupercomputer-Hardware auf Basis von x86-prozessoren
Supercomputer-Hardware auf Basis von x86-prozessoren Vortragsreihe Professioneller IT-Betrieb in mittleren und großen Umgebungen HPC Systems Architect December 01, 2011 Titel: Supercomputer-Hardware auf
MehrDarstellung und Anwendung der Assessmentergebnisse
Process flow Remarks Role Documents, data, tool input, output Important: Involve as many PZU as possible PZO Start Use appropriate templates for the process documentation Define purpose and scope Define
Mehrp^db=`oj===pìééçêíáåñçêã~íáçå=
p^db=`oj===pìééçêíáåñçêã~íáçå= Error: "Could not connect to the SQL Server Instance" or "Failed to open a connection to the database." When you attempt to launch ACT! by Sage or ACT by Sage Premium for
MehrISO 15504 Reference Model
Process flow Remarks Role Documents, data, tools input, output Start Define purpose and scope Define process overview Define process details Define roles no Define metrics Pre-review Review yes Release
MehrCommunications & Networking Accessories
3Com10 Mbit (Combo) 3Com world leading in network technologies is a strategic partner of Fujitsu Siemens Computers. Therefore it is possible for Fujitsu Siemens Computers to offer the very latest in mobile
MehrLiLi. physik multimedial. Links to e-learning content for physics, a database of distributed sources
physik multimedial Lehr- und Lernmodule für das Studium der Physik als Nebenfach Links to e-learning content for physics, a database of distributed sources Julika Mimkes: mimkes@uni-oldenburg.de Overview
MehrExercise (Part II) Anastasia Mochalova, Lehrstuhl für ABWL und Wirtschaftsinformatik, Kath. Universität Eichstätt-Ingolstadt 1
Exercise (Part II) Notes: The exercise is based on Microsoft Dynamics CRM Online. For all screenshots: Copyright Microsoft Corporation. The sign ## is you personal number to be used in all exercises. All
MehrMatthias Schorer 14 Mai 2013
Die Cloud ist hier was nun? Matthias Schorer 14 Mai 2013 EuroCloud Deutschland Conference 2013 Matthias Schorer Accelerate Advisory Services Leader, CEMEA 29.05.13 2 29.05.13 3 The 1960s Source: http://www.kaeferblog.com/vw-bus-t2-flower-power-hippie-in-esprit-werbung
MehrFlexFrame for Oracle. Torsten Schlautmann OPITZ CONSULTING Gummersbach GmbH
Torsten Schlautmann torsten.schlautmann@opitz-consulting.de OPITZ CONSULTING Gummersbach GmbH +49 2261 6001-1175 Agenda Funktionsweise Einsatzszenarien Rahmenbedingungen Zusammenfassung Fragen und Antworten
MehrOutline. Cell Broadband Engine. Application Areas. The Cell
Outline 21.March 2006 Benjamin Keck Why Cell?!? Application Areas Architectural Overview Programming Model Programming on the PPE C/C++ Intrinsics 1 2 The Cell Supercomputer on a chip Multi-Core Microprocessor
MehrProduct Lifecycle Manager
Product Lifecycle Manager ATLAS9000 GmbH Landauer Str. - 1 D-68766 Hockenheim +49(0)6205 / 202730 Product Lifecycle Management ATLAS PLM is powerful, economical and based on standard technologies. Directory
MehrRouting in WSN Exercise
Routing in WSN Exercise Thomas Basmer telefon: 0335 5625 334 fax: 0335 5625 671 e-mail: basmer [ at ] ihp-microelectronics.com web: Outline Routing in general Distance Vector Routing Link State Routing
MehrBusiness-centric Storage How appliances make complete backup solutions simple to build and to sell
Business-centric Storage How appliances make complete backup solutions simple to build and to sell Frank Reichart Sen. Dir. Prod. Marketing Storage Solutions 0 The three horrors of data protection 50%
MehrSolar Air Conditioning -
Bavarian Center of Applied Energy Research Solar Air Conditioning - Research and Development Activities at the ZAE Bayern Astrid Hublitz ZAE Bayern, Munich, Germany Division: Technology for Energy Systems
MehrPreisliste für The Unscrambler X
Preisliste für The Unscrambler X english version Alle Preise verstehen sich netto zuzüglich gesetzlicher Mehrwertsteuer (19%). Irrtümer, Änderungen und Fehler sind vorbehalten. The Unscrambler wird mit
MehrFluid-Particle Multiphase Flow Simulations for the Study of Sand Infiltration into Immobile Gravel-Beds
3rd JUQUEEN Porting and Tuning Workshop Jülich, 2-4 February 2015 Fluid-Particle Multiphase Flow Simulations for the Study of Sand Infiltration into Immobile Gravel-Beds Tobias Schruff, Roy M. Frings,
MehrQuerschnittstechnologien inkl. Geothermie F&E Schwerpunkte und deren Implementierungsstrategie
Querschnittstechnologien inkl. Geothermie F&E Schwerpunkte und deren Implementierungsstrategie Michael Monsberger AIT Austrian Institute of Technology Themenüberblick (2 Panels) Geothermie Oberflächennahe
MehrArrow University München 03.03.2015. Thin Client Lösungen performant (auch im 3D-Umfelfd), zukunftssicher und zentral verwaltet!
Arrow University München 03.03.2015 Thin Client Lösungen performant (auch im 3D-Umfelfd), zukunftssicher und zentral verwaltet! Produkte & Services IGEL Produkt-Überblick Thin Client Management Thin Client
MehrCycling. and / or Trams
Cycling and / or Trams Experiences from Bern, Switzerland Roland Pfeiffer, Departement for cycling traffic, City of Bern Seite 1 A few words about Bern Seite 2 A few words about Bern Capital of Switzerland
MehrEffektive Nutzung der Simulationsumgebung Anregungen für die Praxis
1 2017 ANSYS, 14. Inc. Juni 2017 in June Winterthur 20, 2017 22. SCHWEIZER CADFEM ANSYS SIMULATION CONFERENCE Effektive Nutzung der Simulationsumgebung Anregungen für die Praxis Martin Mann Sales & Acount
MehrAS Path-Prepending in the Internet And Its Impact on Routing Decisions
(SEP) Its Impact on Routing Decisions Zhi Qi ytqz@mytum.de Advisor: Wolfgang Mühlbauer Lehrstuhl für Netzwerkarchitekturen Background Motivation BGP -> core routing protocol BGP relies on policy routing
MehrCopyright by Max Weishaupt GmbH, D Schwendi
Improving Energy Efficiency through Burner Retrofit Overview Typical Boiler Plant Cost Factors Biggest Efficiency Losses in a boiler system Radiation Losses Incomplete Combustion Blowdown Stack Losses
MehrIntroduction Workshop 11th 12th November 2013
Introduction Workshop 11th 12th November 2013 Lecture I: Hardware and Applications Dr. Andreas Wolf Gruppenleiter Hochleistungsrechnen Hochschulrechenzentrum Overview Current and next System Hardware Sections
MehrRoad to Private Cloud mit OpenStack - Projekterfahrungen
Road to Private Cloud mit OpenStack - Projekterfahrungen Andreas Kress ORACLE Deutschland B.V. & Co. KG Geschäftsstelle Frankfurt Co-Speaker: Detlef Drewanz ORACLE Deutschland B.V. & Co. KG Geschäftsstelle
MehrSCHLAUE LÖSUNGEN FÜR IHRE ANWENDUNGEN SMART SOLUTIONS FOR YOUR APPLICATIONS
SCHLAUE LÖSUNGEN FÜR IHRE ANWENDUNGEN SMART SOLUTIONS FOR YOUR APPLICATIONS block.eu Schlau: Mit der FLUID-TECHNOLOGY schaffen Sie 50% mehr Platz im Schrank. Smart: With the FLUID-TECHNOLOGY you create
MehrSimulation of a Battery Electric Vehicle
Simulation of a Battery Electric Vehicle M. Auer, T. Kuthada, N. Widdecke, J. Wiedemann IVK/FKFS University of Stuttgart 1 2.1.214 Markus Auer Agenda Motivation Thermal Management for BEV Simulation Model
MehrCell Broadband Engine
Cell Broadband Engine 21.March 2006 Benjamin Keck Outline Why Cell?!? Application Areas Architectural Overview SPU Programming Model Programming on the PPE C/C++ Intrinsics The Cell Supercomputer on a
MehrNEWSLETTER. FileDirector Version 2.5 Novelties. Filing system designer. Filing system in WinClient
Filing system designer FileDirector Version 2.5 Novelties FileDirector offers an easy way to design the filing system in WinClient. The filing system provides an Explorer-like structure in WinClient. The
MehrQuadt Kunststoffapparatebau GmbH
Quadt Kunststoffapparatebau GmbH Industriestraße 4-6 D-53842 Troisdorf/Germany Tel.: +49(0)2241-95125-0 Fax.: +49(0)2241-95125-17 email: info@quadt-kunststoff.de Web: www.quadt-kunststoff.de Page 1 1.
MehrWalter Buchmayr Ges.m.b.H.
Seite 1/10 Chapter Description Page 1 Advantages 3 2 Performance description 4 3 Settings 5 4 Options 6 5 Technical data 7 6 Pictures 8 http://members.aon.at/buchmayrgmbh e-mail: walter.buchmayr.gmbh@aon.at
MehrGAUSS towards a common certification process for GNSS applications using the European Satellite System Galileo
GAUSS towards a common certification process for GNSS applications using the European Satellite System Galileo Matthias Grimm, Dr. Michael Meyer zu Hörste Vortragstitel > 11. Juni 2010 > Folie 1 Agenda
MehrUSB -> Seriell Adapterkabel Benutzerhandbuch
USB -> Seriell Adapterkabel Benutzerhandbuch 1. Produkt Eigenschaften 1 2. System Vorraussetzungen 1 3. Treiber Installation (Alle Windows Systeme) 1 4. Den COM Port ändern 2 5. Einstellen eines RS232
MehrManaging Terabytes of Supercomputer Storage with TSM/HSM
Managing Terabytes of Supercomputer Storage with TSM/HSM Lothar Wollschläger Zentralinstitut für Angewandte Mathematik Forschungszentrum Jülich L.Wollschlaeger@fz-juelich.de Contents TSM Configuration
MehrSAFE HARBOR STATEMENT
SAFE HARBOR STATEMENT The following is intended to outline our general product direction. It is intended for information purposes only, and may not be incorporated into any contract. It is not a commitment
MehrClimate Change and Air Quality
Climate Change and Air Quality Renate Forkel Richard Knoche Peter Suppan Hans Peter (HaPe) Schmid TU Munich Institute for Meteorology & Climate Research KIT / Research Centre Karlsruhe Climate Change relates
MehrKraftwerk Berlin. Today, this formerly silenced Berlin power station is a vibrant place for exhibitions and events. A space resonating with energy.
Kraftwerk At the centre of, on the Köpenicker Straße, is the former power station Mitte a piece of s industrial history. Built approximately at the same time as the Wall during the years 1960-1964, its
MehrGestockte Log.-Per.-Breitband-Antenne Stacked Log.-Per.-Broadband Antenna
Gestockte Log.-Per.-Breitband-Antenne Stacked Log.-Per.-Broadband Antenna Beschreibung: Die STLP 9129 ist eine gestockte Log.-Per.- Breitband Antenne für Störfestigkeitsprüfungen im Frequenzbereich von
MehrH. Enke, Sprecher des AK Forschungsdaten der WGL
https://escience.aip.de/ak-forschungsdaten H. Enke, Sprecher des AK Forschungsdaten der WGL 20.01.2015 / Forschungsdaten - DataCite Workshop 1 AK Forschungsdaten der WGL 2009 gegründet - Arbeit für die
MehrWissenschaftliche Dienste. Sachstand. Payment of value added tax (VAT) (EZPWD-Anfrage ) 2016 Deutscher Bundestag WD /16
Payment of value added tax (VAT) (EZPWD-Anfrage ) 2016 Deutscher Bundestag Seite 2 Payment of value added tax (VAT) (EZPWD-Anfrage ) Aktenzeichen: Abschluss der Arbeit: 07.04.2016 Fachbereich: WD 4: Haushalt
MehrCLAIX Vorstellung und Technik Christian Terboven
CLAIX Vorstellung und Technik Christian Terboven Inhalte CLAIX Phase I Zwei Rack-Reihen + 2 Schränke Testbetrieb mit Projekten seit November 2016 Trier-2 HPC-System Abnahme im Januar 2017 TOP500 im November
MehrWord-CRM-Upload-Button. User manual
Word-CRM-Upload-Button User manual Word-CRM-Upload for MS CRM 2011 Content 1. Preface... 3 2. Installation... 4 2.1. Requirements... 4 2.1.1. Clients... 4 2.2. Installation guidelines... 5 2.2.1. Client...
MehrWP2. Communication and Dissemination. Wirtschafts- und Wissenschaftsförderung im Freistaat Thüringen
WP2 Communication and Dissemination Europa Programm Center Im Freistaat Thüringen In Trägerschaft des TIAW e. V. 1 GOALS for WP2: Knowledge information about CHAMPIONS and its content Direct communication
MehrPower-Efficient Server Utilization in Compute Clouds
Power-Efficient Server Utilization in Compute Clouds 1/14 Overview 1. Motivation 2. SPECpower benchmark 3. Load distribution strategies 4. Cloud configuration 5. Results 6. Conclusion 2/14 1. Motivation
MehrLevel 2 German, 2013
91126 911260 2SUPERVISOR S Level 2 German, 2013 91126 Demonstrate understanding of a variety of written and / or visual German text(s) on familiar matters 9.30 am Monday 11 November 2013 Credits: Five
MehrTitelmasterformat durch Klicken bearbeiten
Titelmasterformat durch Klicken Titelmasterformat durch Klicken Huawei Enterprise Server Systeme Global Player auf dem Server- und Storagemarkt Scale up Übersicht Titelmasterformat durch Klicken Textmasterformat
MehrInnovative Energy Systems
1 st ABBY-Net Workshop on Natural Resource Management and Energy Systems under Changing Environmental Conditions Munich, Germany, 10-12 November 2011 Innovative Energy Systems Jürgen Karl Chair for Energy
MehrPELTIER-HOCHLEISTUNGSMODULE
Wolfgang Knap Gesellschaft m.b.h. & Co.KG A-113 Wien Lilienberggasse 13 Tel.: +43-1-43 8 12 Fax: +43-1-48 72 13 e-mail: info@knap.at http://www.knap.at PELTIER-HOCHLEISTUNGSMODULE Die Hochleistungsmodule
MehrPotential of porphyrin fluorescence signals to serve as matrix-related Time-Temperature-Indicators in fresh meat production
Potential of porphyrin fluorescence signals to serve as matrix-related Time-Temperature-Indicators in fresh meat production J. Schneider, J. S. Wulf, B. Surowsky, M. Geyer and O. Schlüter Gefördert durch
MehrPaper Reference. Paper Reference(s) 1231/4H Edexcel GCSE German Paper 4H Writing Higher Tier Tuesday 12 June 2007 Afternoon Time: 1 hour
Centre No. Paper Reference Surname Initial(s) Candidate No. 1 2 3 1 4 H Signature Paper Reference(s) 1231/4H Edexcel GCSE German Paper 4H Writing Higher Tier Tuesday 12 June 2007 Afternoon Time: 1 hour
Mehrp^db=`oj===pìééçêíáåñçêã~íáçå=
p^db=`oj===pìééçêíáåñçêã~íáçå= How to Disable User Account Control (UAC) in Windows Vista You are attempting to install or uninstall ACT! when Windows does not allow you access to needed files or folders.
MehrWE SHAPE INDUSTRY 4.0 BOSCH CONNECTED INDUSTRY DR.-ING. STEFAN AßMANN
WE SHAPE INDUSTRY 4.0 BOSCH CONNECTED INDUSTRY DR.-ING. STEFAN AßMANN Bosch-Definition for Industry 4.0 Our Seven Features Connected Manufacturing Connected Logistics Connected Autonomous and Collaborative
MehrKeysight Technologies Using InfiniiMax Probes with Test Equipment other than Infiniium Oscilloscopes
Ihr Spezialist für Mess- und Prüfgeräte Keysight Technologies Using InfiniiMax Probes with Test Equipment other than Infiniium Oscilloscopes Configuration Guide Introduction The benefits of the Keysight
MehrGridMate The Grid Matlab Extension
GridMate The Grid Matlab Extension Forschungszentrum Karlsruhe, Institute for Data Processing and Electronics T. Jejkal, R. Stotzka, M. Sutter, H. Gemmeke 1 What is the Motivation? Graphical development
MehrUniversität Karlsruhe (TH)
Universität Karlsruhe (TH) Forschungsuniversität gegründet 1825 Parallelism in curricula An international survey November 7, 2008 Stuttgart, Germany David Meder Dr. Victor Pankratius For comments: multicore-systems@ipd.uni-karlsruhe.de
MehrSARA 1. Project Meeting
SARA 1. Project Meeting Energy Concepts, BMS and Monitoring Integration of Simulation Assisted Control Systems for Innovative Energy Devices Prof. Dr. Ursula Eicker Dr. Jürgen Schumacher Dirk Pietruschka,
MehrProviders of climate services in Germany
Providers of climate services in Germany National Dialog Prof. Dr. Maria Manez Costa Dr. Jörg Cortekar 2 Procedure Mapping of climate services providers - Germany Network development between the providers
MehrBosch Power Tec Clean Energy Week Energy Storage
Clean Energy Week Energy Storage 1 Within the first year of the introduction of the energy storage subsidy in Germany more than 4,000 grid connect systems have been installed and 2/3 of solar installers
MehrCustomer-specific software for autonomous driving and driver assistance (ADAS)
This press release is approved for publication. Press Release Chemnitz, February 6 th, 2014 Customer-specific software for autonomous driving and driver assistance (ADAS) With the new product line Baselabs
MehrRessourcenmanagement in Netzwerken SS06 Vorl. 12,
Ressourcenmanagement in Netzwerken SS06 Vorl. 12, 30.6.06 Friedhelm Meyer auf der Heide Name hinzufügen 1 Prüfungstermine Dienstag, 18.7. Montag, 21. 8. und Freitag, 22.9. Bitte melden sie sich bis zum
MehrTitelbild1 ANSYS. Customer Portal LogIn
Titelbild1 ANSYS Customer Portal LogIn 1 Neuanmeldung Neuanmeldung: Bitte Not yet a member anklicken Adressen-Check Adressdaten eintragen Customer No. ist hier bereits erforderlich HERE - Button Hier nochmal
MehrIBM XIV System Storage
IBM XIV System Storage Ein technischer Überblick Christian Ott XIV Solution Architect Agenda Heutige Herausforderungen Vergleich zwei Speicherarchitekturen Einführung XIV Speichertechnologie XIV Architektur
MehrSnap-in switch for switches PSE, MSM and MCS 30
Product manual Snap-in switch for switches PSE, MSM and MCS 30 CONTENTS 1. PRODUCT DESCRIPTION 2. DATA AND DIMENSIONAL DRAWINGS 2.1. Technical Data 2.2. Dimensions of PSE with a Mounting Diameter 19 mm
MehrLehrstuhl für Allgemeine BWL Strategisches und Internationales Management Prof. Dr. Mike Geppert Carl-Zeiß-Str. 3 07743 Jena
Lehrstuhl für Allgemeine BWL Strategisches und Internationales Management Prof. Dr. Mike Geppert Carl-Zeiß-Str. 3 07743 Jena http://www.im.uni-jena.de Contents I. Learning Objectives II. III. IV. Recap
MehrData Center Management
Data Center Management Rechenzentrum, IT-Infrastruktur und Energiekosten optimieren Michael Chrustowicz Data Center Software Sales Consultant The global specialist in energy management Mehr als 140.000
Mehrprorm Budget Planning promx GmbH Nordring Nuremberg
prorm Budget Planning Budget Planning Business promx GmbH Nordring 100 909 Nuremberg E-Mail: support@promx.net Content WHAT IS THE prorm BUDGET PLANNING? prorm Budget Planning Overview THE ADVANTAGES OF
MehrHöhen und Tiefen Hugendubel setzt auf Exadata
Doag 2017 Exaday Höhen und Tiefen Hugendubel setzt auf Exadata personal expirienced efficient n Special Forces Engineered Systems and ORACLE Redstack Architectures n Partner of the Partner n highly specialised
MehrSPINNER MOBILE COMMUNICATION
KOAXIALE VERTEILER & RICHTKOPPLER COAXIAL SPLITTERS & COUPLERS SPINNER bietet seinen Kunden extrem breitbandige Komponenten, die eine gemeinsame Nutzung eines Verteilersystems für alle Mobilfunkanwendungen
MehrThe Solar Revolution New Ways for Climate Protection with Solar Electricity
www.volker-quaschning.de The Solar Revolution New Ways for Climate Protection with Solar Electricity Hochschule für Technik und Wirtschaft HTW Berlin ECO Summit ECO14 3. June 2014 Berlin Crossroads to
MehrCall Centers and Low Wage Employment in International Comparison
Wissenschaftszentrum Nordrhein-Westfalen Kulturwissenschaftliches Institut Wuppertal Institut für Klima, Umwelt, Energie Institut Arbeit und Technik Call Centers and Low Wage Employment in International
MehrAIT Bilanz-Pressekonferenz Presse-Charts, 15. Juni 2016
AIT Bilanz-Pressekonferenz Presse-Charts, 15. Juni 2016 Rückfragen: Michael Hlava Head of Corporate and Marketing Communications Tel.: +43(0) 50550-4014, M +43 664 620 77 66 Michael.h.hlava@ait.ac.at,
MehrStahl-Zentrum. Koksqualität und Hochofenleistung - Theorie und Praxis. Düsseldorf, 05. Dezember Peter Schmöle
Koksqualität und Hochofenleistung - Theorie und Praxis Düsseldorf, 05. Dezember 2013 1 ThyssenKrupp Steel Europe Coke quality and blast furnace performance Introduction Roles of coke Flooding effects Effects
MehrWolfgang Karl Göhner
International Conference Energy Management in Cultural Heritage The Impact of EU Legislation on Cultural Heritage Observatory Function of the EHLF and Implementation in the Federal Republic of Germany
MehrMULTI PHYSICS SIMULATION IN MANUFACTURING
MULTI PHYSICS SIMULATION IN MANUFACTURING A. Junk CADFEM GmbH Contents Manufacturing Multi Physics in Manufacturing Manufacturing example: Residual Stresses in an Induction Hardened Roll Set up Conclusions
MehrDexatek's Alexa Smart Home Skills Instruction Guide
Dexatek's Alexa Smart Home Skills Instruction Guide Version 0.3 Author Esther Date 01/10/18 ~ 1 ~ Revision History Version Date Editor Remark 0.1 2017/04/05 Esther Initial version 0.2 2018/01/09 Esther
MehrInternationale Energiewirtschaftstagung TU Wien 2015
Internationale Energiewirtschaftstagung TU Wien 2015 Techno-economic study of measures to increase the flexibility of decentralized cogeneration plants on a German chemical company Luis Plascencia, Dr.
MehrBachelor-Seminar Eingebettete Interaktive Systeme. Farming 4.0: Agriculture in the Context of Digitalization
Bachelor-Seminar Eingebettete Interaktive Systeme Farming 4.0: Agriculture in the Context of Digitalization Prof. Dr. Matthias Kranz 2 Overiew 1. Administrative Organisation 3 5801S Bachelorseminar Embedded
MehrCounterflow Heat Recovery Fan
Counterflow Heat Recovery Fan Dr. Christoph Speer, MSc Unit for Energy Efficient Buildings, University Innsbruck, Austria Existing Principle Combination of Fan and Heat Exchanger Principle: rotating porous
MehrGIS-based Mapping Tool for Urban Energy Demand
GIS-based Mapping Tool for Urban Energy Demand Building Services, Mechanical and Building Industry Days Conference Johannes Dorfner Debrecen, 14 October 2011 Outline 1. Motivation 2. Method 3. Result 4.
MehrStorage Virtual Controller,
ACSG Newsletter Dezember 2014 Sehr geehrte Anwender, die IBM hat die Serie der äußerst erfolgreichen Storage Virtual Controller, kurz SVC genannt, um ein weiteres Modell "2145-CG8" erweitert. Dieses neue
Mehrtigspeed oscillation drive 45 hotwire
tigspeed oscillation drive 45 hotwire 090-000180-00502 TIG cold wire and hot wire welding with dynamic wire feed system Dynamic wire feeding for a controllable weld pool even with positional welding: The
MehrDatasheet. Page 1 of 7
Features 20 Encoder Positions 4-way Joystick LED-Illumination high quality signal processing Benefits Tactile multi purpose application premium design Hall Effect technology Applications Multiple switch
Mehr